default search action

combined dblp search
author search
venue search
publication search

ask others

Lei Ma 0003

ORCID
ID conflict found in
this bibliography
- 0000-0002-8621-2420
- 0000-0003-2083-8372
visit
authority control:
export bibliography
dblp key:
- homepages/20/6534-3
ask others
share bibliography
persistent URL:
- https://dblp.org/pid/20/6534-3
help us
- How can I correct errors in dblp?
- contact dblp

> Home > Persons

Person information

affiliation: University of Alberta, Canada
affiliation: Kyushu University, Department of Information Science and Electrical Engineering, Japan
affiliation (former): Harbin Institute of Technology, Department of Computer Science, China
affiliation (former): Chiba University, Department of Mathematics and Informatics, Japan
affiliation (former): University of Tokyo, Department of Electrical Engineering, Japan

Other persons with the same name

see FAQ

Refine list

refinements active!

zoomed in on ?? of ?? records

view refined list in

export refined list as

showing all ?? records

Journal Articles

see FAQ

What is the meaning of the colors in the publication lists?

2025
[j50]
- view
  authority control:
- export record
  dblp key:
  - journals/ijcv/GuoQSJMLFW25
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/ijcv/GuoQSJMLFW25
Qing Guo, Hua Qi, Jingyang Sun, Felix Juefei-Xu, Lei Ma, Di Lin, Wei Feng, Song Wang:
EfficientDeRain+: Learning Uncertainty-Aware Filtering via RainMix Augmentation for High-Efficiency Deraining. Int. J. Comput. Vis. 133(4): 2111-2135 (2025)
[j49]
- view
  authority control:
- export record
  dblp key:
  - journals/jss/LiDTSWMKB25
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/jss/LiDTSWMKB25
Yinghua Li, Xueqi Dang, Haoye Tian, Tiezhu Sun, Zhijie Wang, Lei Ma, Jacques Klein, Tegawendé F. Bissyandé:
An empirical study of AI techniques in mobile applications. J. Syst. Softw. 219: 112233 (2025)
[j48]
- view
  authority control:
- export record
  dblp key:
  - journals/tmm/LiWJGLM25
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tmm/LiWJGLM25
Shuangzhi Li, Zhijie Wang, Felix Juefei-Xu, Qing Guo, Xingyu Li, Lei Ma:
Common Corruption Robustness of Point Cloud Detectors: Benchmark and Enhancement. IEEE Trans. Multim. 27: 848-859 (2025)
[j47]
- view
  authority control:
- export record
  dblp key:
  - journals/tmm/GuoWWDJLMFL25
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tmm/GuoWWDJLMFL25
Qing Guo, Zhijie Wang, Lubo Wang, Haotian Dong, Felix Juefei-Xu, Di Lin, Lei Ma, Wei Feng, Yang Liu:
CarveNet: Carving Point-Block for Complex 3D Shape Completion. IEEE Trans. Multim. 27: 1047-1058 (2025)
[j46]
- view
  authority control:
- export record
  dblp key:
  - journals/tnn/ZhouXSSM25
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tnn/ZhouXSSM25
Zhehua Zhou, Xuan Xie, Jiayang Song, Zhan Shu, Lei Ma:
GenSafe: A Generalizable Safety Enhancer for Safe Reinforcement Learning Algorithms Based on Reduced Order Markov Decision Process Model. IEEE Trans. Neural Networks Learn. Syst. 36(6): 10678-10692 (2025)
[j45]
- view
  authority control:
- export record
  dblp key:
  - journals/tse/HuangSWZCJM25
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tse/HuangSWZCJM25
Yuheng Huang, Jiayang Song, Zhijie Wang, Shengming Zhao, Huaming Chen, Felix Juefei-Xu, Lei Ma:
Look Before You Leap: An Exploratory Study of Uncertainty Analysis for Large Language Models. IEEE Trans. Software Eng. 51(2): 413-429 (2025)
2024
[j44]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/ese/LiDMKB24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/ese/LiDMKB24
Yinghua Li, Xueqi Dang, Lei Ma, Jacques Klein, Tegawendé F. Bissyandé:
Prioritizing test cases for deep learning-based video classifiers. Empir. Softw. Eng. 29(5): 111 (2024)
[j43]
- view
  authority control:
- export record
  dblp key:
  - journals/ijcv/LiuWMFBZLC24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/ijcv/LiuWMFBZLC24
Jiawei Liu, Zhijie Wang, Lei Ma, Chunrong Fang, Tongtong Bai, Xufan Zhang, Jia Liu, Zhenyu Chen:
Benchmarking Object Detection Robustness against Real-World Corruptions. Int. J. Comput. Vis. 132(10): 4398-4416 (2024)
[j42]
- view
  authority control:
- export record
  dblp key:
  - journals/pacmse/KouCW0024
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/pacmse/KouCW0024
Bonan Kou, Shengmai Chen, Zhijie Wang, Lei Ma, Tianyi Zhang:
Do Large Language Models Pay Similar Attention Like Human Programmers When Generating Code? Proc. ACM Softw. Eng. 1(FSE): 2261-2284 (2024)
[j41]
- view
  authority control:
- export record
  dblp key:
  - journals/smr/ZhangLLJMLL24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/smr/ZhangLLJMLL24
Huangzhao Zhang, Shuai Lu, Zhuo Li, Zhi Jin, Lei Ma, Yang Liu, Ge Li:
CodeBERT-Attack: Adversarial attack against source code deep learning models via pre-trained model. J. Softw. Evol. Process. 36(3) (2024)
[j40]
- view
  authority control:
- export record
  dblp key:
  - journals/tdsc/XueYZSMWZ24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tdsc/XueYZSMWZ24
Yinxing Xue, Jiaming Ye, Wei Zhang, Jun Sun, Lei Ma, Haijun Wang, Jianjun Zhao:
xFuzz: Machine Learning Guided Cross-Contract Fuzzing. IEEE Trans. Dependable Secur. Comput. 21(2): 515-529 (2024)
[j39]
- view
  authority control:
- export record
  dblp key:
  - journals/tiv/EsmaeilzehiAGJM24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tiv/EsmaeilzehiAGJM24
Alireza Esmaeilzehi, Seyed Matin Tavakoli Afshari, Qing Guo, Felix Juefei-Xu, Lei Ma:
MIPE: Towards Cleaning the Datasets of Autonomous Driving Systems Using Multi-Modal Information Processing and Confident Learning. IEEE Trans. Intell. Veh. 9(9): 5361-5376 (2024)
[j38]
- view
  authority control:
- export record
  dblp key:
  - journals/tmm/WangLCZMZ24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tmm/WangLCZMZ24
Mingdao Wang, Xueming Li, Siqi Chen, Xianlin Zhang, Lei Ma, Yue Zhang:
Learning Representations by Contrastive Spatio-Temporal Clustering for Skeleton-Based Action Recognition. IEEE Trans. Multim. 26: 3207-3220 (2024)
[j37]
- view
  authority control:
- export record
  dblp key:
  - journals/tosem/LiXWGLML24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tosem/LiXWGLML24
Tianlin Li, Xiaofei Xie, Jian Wang, Qing Guo, Aishan Liu, Lei Ma, Yang Liu:
Faire: Repairing Fairness of Neural Networks via Neuron Condition Synthesis. ACM Trans. Softw. Eng. Methodol. 33(1): 21:1-21:24 (2024)
[j36]
- view
  authority control:
- export record
  dblp key:
  - journals/tosem/LiuHWMFGZC24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tosem/LiuHWMFGZC24
Jiawei Liu, Yuheng Huang, Zhijie Wang, Lei Ma, Chunrong Fang, Mingzheng Gu, Xufan Zhang, Zhenyu Chen:
Generation-based Differential Fuzzing for Deep Learning Libraries. ACM Trans. Softw. Eng. Methodol. 33(2): 50:1-50:28 (2024)
[j35]
- view
  authority control:
- export record
  dblp key:
  - journals/tosem/HuGXCMPT24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tosem/HuGXCMPT24
Qiang Hu, Yuejun Guo, Xiaofei Xie, Maxime Cordy, Lei Ma, Mike Papadakis, Yves Le Traon:
Test Optimization in DNN Testing: A Survey. ACM Trans. Softw. Eng. Methodol. 33(4): 111:1-111:42 (2024)
[j34]
- view
  authority control:
- export record
  dblp key:
  - journals/tosem/ChengZWWBFGMW24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tosem/ChengZWWBFGMW24
Baijun Cheng, Shengming Zhao, Kailong Wang, Meizhen Wang, Guangdong Bai, Ruitao Feng, Yao Guo, Lei Ma, Haoyu Wang:
Beyond Fidelity: Explaining Vulnerability Localization of Learning-Based Detectors. ACM Trans. Softw. Eng. Methodol. 33(5): 127:1-127:33 (2024)
[j33]
- view
  authority control:
- export record
  dblp key:
  - journals/tosem/LiDMKTB24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tosem/LiDMKTB24
Yinghua Li, Xueqi Dang, Lei Ma, Jacques Klein, Yves Le Traon, Tegawendé F. Bissyandé:
Test Input Prioritization for 3D Point Clouds. ACM Trans. Softw. Eng. Methodol. 33(5): 132:1-132:44 (2024)
[j32]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/tse/HuGXCMPT24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tse/HuGXCMPT24
Qiang Hu, Yuejun Guo, Xiaofei Xie, Maxime Cordy, Lei Ma, Mike Papadakis, Yves Le Traon:
Active Code Learning: Benchmarking Sample-Efficient Training of Code Models. IEEE Trans. Software Eng. 50(5): 1080-1095 (2024)
[j31]
- view
  authority control:
- export record
  dblp key:
  - journals/tse/SongXSZHJM24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tse/SongXSZHJM24
Da Song, Xuan Xie, Jiayang Song, Derui Zhu, Yuheng Huang, Felix Juefei-Xu, Lei Ma:
LUNA: A Model-Based Universal Analysis Framework for Large Language Models. IEEE Trans. Software Eng. 50(7): 1921-1948 (2024)
[j30]
- view
  authority control:
- export record
  dblp key:
  - journals/tse/UchitelCPAABBBCDFHHLLMM24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tse/UchitelCPAABBBCDFHHLLMM24
Sebastián Uchitel, Marsha Chechik, Massimiliano Di Penta, Bram Adams, Nazareno Aguirre, Gabriele Bavota, Domenico Bianculli, Kelly Blincoe, Ana Cavalcanti, Yvonne Dittrich, Filomena Ferrucci, Rashina Hoda, LiGuo Huang, David Lo, Michael R. Lyu, Lei Ma, Jonathan I. Maletic, Leonardo Mariani, Collin McMillan, Tim Menzies, Martin Monperrus, Ana Moreno, Nachiappan Nagappan, Liliana Pasquale, Patrizio Pelliccione, Michael Pradel, Rahul Purandare, Sukyoung Ryu, Mehrdad Sabetzadeh, Alexander Serebrenik, Jun Sun, Chakkrit Kla Tantithamthavorn, Christoph Treude, Manuel Wimmer, Yingfei Xiong, Tao Yue, Andy Zaidman, Tao Zhang, Hao Zhong:
Scoping Software Engineering for AI: The TSE Perspective. IEEE Trans. Software Eng. 50(11): 2709-2711 (2024)
[j29]
- view
  authority control:
- export record
  dblp key:
  - journals/vc/EsmaeilzehiMSA24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/vc/EsmaeilzehiMSA24
Alireza Esmaeilzehi, Lei Ma, M. N. S. Swamy, M. Omair Ahmad:
HighBoostNet: a deep light-weight image super-resolution network using high-boost residual blocks. Vis. Comput. 40(2): 1111-1129 (2024)
2023
[j28]
- view
  authority control:
- export record
  dblp key:
  - journals/ese/AbyaneZSMH23
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/ese/AbyaneZSMH23
Amin Eslami Abyane, Derui Zhu, Roberto Souza, Lei Ma, Hadi Hemmati:
Towards understanding quality challenges of the federated learning for neural networks: a first look from the lens of robustness. Empir. Softw. Eng. 28(2): 44 (2023)
[j27]
- view
  authority control:
- export record
  dblp key:
  - journals/tosem/TangZZZGLGLMXL23
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tosem/TangZZZGLGLMXL23
Shuncheng Tang, Zhenya Zhang, Yi Zhang, Jixiang Zhou, Yan Guo, Shuang Liu, Shengjian Guo, Yan-Fu Li, Lei Ma, Yinxing Xue, Yang Liu:
A Survey on Automated Driving System Testing: Landscapes and Trends. ACM Trans. Softw. Eng. Methodol. 32(5): 124:1-124:62 (2023)
[j26]
- view
  authority control:
- export record
  dblp key:
  - journals/tosem/QiWGCJZMZ23
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tosem/QiWGCJZMZ23
Hua Qi, Zhijie Wang, Qing Guo, Jianlang Chen, Felix Juefei-Xu, Fuyuan Zhang, Lei Ma, Jianjun Zhao:
ArchRepair: Block-Level Architecture-Oriented Repairing for Deep Neural Networks. ACM Trans. Softw. Eng. Methodol. 32(5): 129:1-129:31 (2023)
[j25]
- view
  authority control:
- export record
  dblp key:
  - journals/tosem/HuangML23
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tosem/HuangML23
Yuheng Huang, Lei Ma, Yuanchun Li:
PatchCensor: Patch Robustness Certification for Transformers via Exhaustive Testing. ACM Trans. Softw. Eng. Methodol. 32(6): 154:1-154:34 (2023)
[j24]
- view
  authority control:
- export record
  dblp key:
  - journals/tse/ZhangLAMHZ23
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tse/ZhangLAMHZ23
Zhenya Zhang, Deyun Lyu, Paolo Arcaini, Lei Ma, Ichiro Hasuo, Jianjun Zhao:
FalsifAI: Falsification of AI-Enabled Hybrid Control Systems Guided by Time-Aware Coverage Criteria. IEEE Trans. Software Eng. 49(4): 1842-1859 (2023)
[j23]
- view
  authority control:
- export record
  dblp key:
  - journals/tse/LiuXSMML23
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tse/LiuXSMML23
Shangqing Liu, Xiaofei Xie, Jing Kai Siow, Lei Ma, Guozhu Meng, Yang Liu:
GraphSearchNet: Enhancing GNNs via Capturing Global Dependencies for Semantic Code Search. IEEE Trans. Software Eng. 49(4): 2839-2855 (2023)
[j22]
- view
  authority control:
- export record
  dblp key:
  - journals/tse/SongXM23
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tse/SongXM23
Jiayang Song, Xuan Xie, Lei Ma:
$\mathtt {SIEGE}$SIEGE: A Semantics-Guided Safety Enhancement Framework for AI-Enabled Cyber-Physical Systems. IEEE Trans. Software Eng. 49(8): 4058-4080 (2023)
2022
[j21]
- view
  authority control:
- export record
  dblp key:
  - journals/ese/LiWMXCF22
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/ese/LiWMXCF22
Zhuo Li, Yuechen Wu, Lei Ma, Xiaofei Xie, Yingfeng Chen, Changjie Fan:
GBGallery : A benchmark and framework for game testing. Empir. Softw. Eng. 27(6): 140 (2022)
[j20]
- view
  authority control:
- export record
  dblp key:
  - journals/ese/WuYMXZ22
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/ese/WuYMXZ22
Xiongfei Wu, Jinqiu Yang, Lei Ma, Yinxing Xue, Jianjun Zhao:
On the usage and development of deep learning compilers: an empirical study on TVM. Empir. Softw. Eng. 27(7): 172 (2022)
[j19]
- view
  authority control:
- export record
  dblp key:
  - journals/ijcv/Juefei-XuWHGML22
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/ijcv/Juefei-XuWHGML22
Felix Juefei-Xu, Run Wang, Yihao Huang, Qing Guo, Lei Ma, Yang Liu:
Countering Malicious DeepFakes: Survey, Battleground, and Horizon. Int. J. Comput. Vis. 130(7): 1678-1734 (2022)
[j18]
- view
  authority control:
- export record
  dblp key:
  - journals/jss/YeMLMXZ22
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/jss/YeMLMXZ22
Jiaming Ye, Mingliang Ma, Yun Lin, Lei Ma, Yinxing Xue, Jianjun Zhao:
Vulpedia: Detecting vulnerable ethereum smart contracts via abstracted vulnerability signatures. J. Syst. Softw. 192: 111410 (2022)
[j17]
- view
  authority control:
- export record
  dblp key:
  - journals/nca/GaoMOYJGWWMY22
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/nca/GaoMOYJGWWMY22
Feng Gao, Xiangyu Mu, Chao Ouyang, Kai Yang, Shengchang Ji, Jie Guo, Haokun Wei, Nan Wang, Lei Ma, Biao Yang:
MLTDNet: an efficient multi-level transformer network for single image deraining. Neural Comput. Appl. 34(16): 14013-14027 (2022)
[j16]
- view
  authority control:
- export record
  dblp key:
  - journals/pr/RenCJXGMZC22
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/pr/RenCJXGMZC22
Xuhong Ren, Jianlang Chen, Felix Juefei-Xu, Wanli Xue, Qing Guo, Lei Ma, Jianjun Zhao, Shengyong Chen:
DARTSRepair: Core-failure-set guided DARTS for network robustness to common corruptions. Pattern Recognit. 131: 108864 (2022)
[j15]
- view
  authority control:
- export record
  dblp key:
  - journals/tcsv/GuoZYXMXL22
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tcsv/GuoZYXMXL22
Shangwei Guo, Tianwei Zhang, Han Yu, Xiaofei Xie, Lei Ma, Tao Xiang, Yang Liu:
Byzantine-Resilient Decentralized Stochastic Gradient Descent. IEEE Trans. Circuits Syst. Video Technol. 32(6): 4096-4106 (2022)
[j14]
- view
  authority control:
- export record
  dblp key:
  - journals/tdsc/WangLLLAML22
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tdsc/WangLLLAML22
Haijun Wang, Ye Liu, Yi Li, Shangwei Lin, Cyrille Artho, Lei Ma, Yang Liu:
Oracle-Supported Dynamic Exploit Generation for Smart Contracts. IEEE Trans. Dependable Secur. Comput. 19(3): 1795-1809 (2022)
[j13]
- view
  authority control:
- export record
  dblp key:
  - journals/tnn/ChanMJOXXL22
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tnn/ChanMJOXXL22
Alvin Chan, Lei Ma, Felix Juefei-Xu, Yew-Soon Ong, Xiaofei Xie, Minhui Xue, Yang Liu:
Breaking Neural Reasoning Architectures With Metamorphic Relation-Based Adversarial Examples. IEEE Trans. Neural Networks Learn. Syst. 33(11): 6976-6982 (2022)
[j12]
- view
  authority control:
- export record
  dblp key:
  - journals/tosem/XieLWMGJL22
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tosem/XieLWMGJL22
Xiaofei Xie, Tianlin Li, Jian Wang, Lei Ma, Qing Guo, Felix Juefei-Xu, Yang Liu:
NPC: Neuron Path Coverage via Characterizing Decision Logic of Deep Neural Networks. ACM Trans. Softw. Eng. Methodol. 31(3): 47:1-47:27 (2022)
[j11]
- view
  authority control:
- export record
  dblp key:
  - journals/tosem/ZhangFLMZYSLJ22
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tosem/ZhangFLMZYSLJ22
Huangzhao Zhang, Zhiyi Fu, Ge Li, Lei Ma, Zhehao Zhao, Hua'an Yang, Yizhe Sun, Yang Liu, Zhi Jin:
Towards Robustness of Deep Program Processing Models - Detection, Estimation, and Enhancement. ACM Trans. Softw. Eng. Methodol. 31(3): 50:1-50:40 (2022)
[j10]
- view
  authority control:
- export record
  dblp key:
  - journals/tosem/LiaoLSM22
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tosem/LiaoLSM22
Lizhi Liao, Heng Li, Weiyi Shang, Lei Ma:
An Empirical Study of the Impact of Hyperparameter Tuning and Model Optimization on the Performance Properties of Deep Neural Networks. ACM Trans. Softw. Eng. Methodol. 31(3): 53:1-53:40 (2022)
[j9]
- view
  authority control:
- export record
  dblp key:
  - journals/tosem/HuGCXMPT22
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tosem/HuGCXMPT22
Qiang Hu, Yuejun Guo, Maxime Cordy, Xiaofei Xie, Lei Ma, Mike Papadakis, Yves Le Traon:
An Empirical Study on Data Distribution-Aware Test Selection for Deep Learning Enhancement. ACM Trans. Softw. Eng. Methodol. 31(4): 78:1-78:30 (2022)
[j8]
- view
  authority control:
- export record
  dblp key:
  - journals/tr/YuQGJXMZ22
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tr/YuQGJXMZ22
Bing Yu, Hua Qi, Qing Guo, Felix Juefei-Xu, Xiaofei Xie, Lei Ma, Jianjun Zhao:
DeepRepair: Style-Guided Repairing for Deep Neural Networks in the Real-World Operational Environment. IEEE Trans. Reliab. 71(4): 1401-1416 (2022)
[j7]
- view
  authority control:
- export record
  dblp key:
  - journals/tse/ZhangHML22
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/tse/ZhangHML22
Jie M. Zhang, Mark Harman, Lei Ma, Yang Liu:
Machine Learning Testing: Survey, Landscapes and Horizons. IEEE Trans. Software Eng. 48(2): 1-36 (2022)
2020
[j6]
- view
  authority control:
- export record
  dblp key:
  - journals/ese/LiGBMXK20
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/ese/LiGBMXK20
Li Li, Jun Gao, Tegawendé F. Bissyandé, Lei Ma, Xin Xia, Jacques Klein:
CDA: Characterising Deprecated Android APIs. Empir. Softw. Eng. 25(3): 2058-2098 (2020)
[j5]
- view
  authority control:
- export record
  dblp key:
  - journals/stvr/ArthoBGRMKHTY20
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/stvr/ArthoBGRMKHTY20
Cyrille Artho, Kazuaki Banzai, Quentin Gros, Guillaume Rousset, Lei Ma, Takashi Kitamura, Masami Hagiya, Yoshinori Tanabe, Mitsuharu Yamamoto:
Model-based testing of Apache ZooKeeper: Fundamental API usage and watchers. Softw. Test. Verification Reliab. 30(7-8) (2020)
[j4]
- view
  authority control:
- export record
  dblp key:
  - journals/wc/XuLJLFLMZ20
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/wc/XuLJLFLMZ20
Guangquan Xu, Bingyan Liu, Litao Jiao, Xiaotong Li, Meiqi Feng, Kaitai Liang, Lei Ma, Xi Zheng:
Trust2Privacy: A Novel Fuzzy Trust-to-Privacy Mechanism for Mobile Social Networks. IEEE Wirel. Commun. 27(3): 72-78 (2020)
2017
[j3]
- view
  authority control:
- export record
  dblp key:
  - journals/sqj/MaZYS17
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/sqj/MaZYS17
Lei Ma, Cheng Zhang, Bing Yu, Hiroyuki Sato:
An empirical study on the effects of code visibility on program testability. Softw. Qual. J. 25(3): 951-978 (2017)
2016
[j2]
- view
  authority control:
- export record
  dblp key:
  - journals/sigsoft/KohanYAYMHT16
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/sigsoft/KohanYAYMHT16
Alexander Kohan, Mitsuharu Yamamoto, Cyrille Artho, Yoriyuki Yamagata, Lei Ma, Masami Hagiya, Yoshinori Tanabe:
Java Pathfinder on Android Devices. ACM SIGSOFT Softw. Eng. Notes 41(6): 1-5 (2016)
2014
[j1]
- view
  authority control:
- export record
  dblp key:
  - journals/imt/0003AS14
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/imt/0003AS14
Lei Ma, Cyrille Artho, Hiroyuki Sato:
Improving Automatic Centralization by Version Separation. Inf. Media Technol. 9(1): 48-60 (2014)

Conference and Workshop Papers

see FAQ

What is the meaning of the colors in the publication lists?

2025
[c112]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - conf/aaai/LiGZCSMK25
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/aaai/LiGZCSMK25
Qing Li, Jiahui Geng, Derui Zhu, Zongxiong Chen, Kun Song, Lei Ma, Fakhri Karray:
Internal Activation Revision: Safeguarding Vision Language Models Without Parameter Update. AAAI 2025: 27428-27436
[c111]
- view
  - electronic edition @ aclanthology.org
  - details & citations
- export record
  dblp key:
  - conf/acl/0005PYZYZ00025
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/acl/0005PYZYZ00025
Yuguang Yang, Yu Pan, Jixun Yao, Xiang Zhang, Jianhao Ye, Hongbin Zhou, Lei Xie, Lei Ma, Jianjun Zhao:
Takin-VC: Expressive Zero-Shot Voice Conversion via Adaptive Hybrid Content Encoding and Enhanced Timbre Modeling. ACL (1) 2025: 1731-1742
[c110]
- view
  authority control:
- export record
  dblp key:
  - conf/icse/Shao0S00025
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/icse/Shao0S00025
Yuchen Shao, Yuheng Huang, Jiawei Shen, Lei Ma, Ting Su, Chengcheng Wan:
Are LLMs Correctly Integrated into Software Systems? ICSE 2025: 1178-1190
[c109]
- view
  authority control:
- export record
  dblp key:
  - conf/issta/HuX0QM25
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/issta/HuX0QM25
Qiang Hu, Xiaofei Xie, Sen Chen, Lili Quan, Lei Ma:
Large Language Model Supply Chain: Open Problems From the Security Perspective. ISSTA Companion 2025: 169-173
[c108]
- view
  authority control:
- export record
  dblp key:
  - conf/naacl/SongHZM25
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/naacl/SongHZM25
Jiayang Song, Yuheng Huang, Zhehua Zhou, Lei Ma:
Multilingual Blending: Large Language Model Safety Alignment Evaluation with Language Mixture. NAACL (Findings) 2025: 3433-3449
2024
[c107]
- view
  authority control:
- export record
  dblp key:
  - conf/chi/WangHS0024
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/chi/WangHS0024
Zhijie Wang, Yuheng Huang, Da Song, Lei Ma, Tianyi Zhang:
PromptCharm: Text-to-Image Generation through Multi-modal Prompting and Refinement. CHI 2024: 185:1-185:21
[c106]
- view
  authority control:
- export record
  dblp key:
  - conf/eccv/LiML24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/eccv/LiML24
Shuangzhi Li, Lei Ma, Xingyu Li:
Domain Generalization of 3D Object Detection by Density-Resampling. ECCV (64) 2024: 456-473
[c105]
- view
  authority control:
- export record
  dblp key:
  - conf/icassp/PanH0FY0MZ24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/icassp/PanH0FY0MZ24
Yu Pan, Yanni Hu, Yuguang Yang, Wen Fei, Jixun Yao, Heng Lu, Lei Ma, Jianjun Zhao:
GEmo-CLAP: Gender-Attribute-Enhanced Contrastive Language-Audio Pretraining for Accurate Speech Emotion Recognition. ICASSP 2024: 10021-10025
[c104]
- view
  - electronic edition @ openreview.net (open access)
  - details & citations
- export record
  dblp key:
  - conf/iclr/ChenR0J000024
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/iclr/ChenR0J000024
Jianlang Chen, Xuhong Ren, Qing Guo, Felix Juefei-Xu, Di Lin, Wei Feng, Lei Ma, Jianjun Zhao:
LRR: Language-Driven Resamplable Continuous Representation against Adversarial Tracking Attacks. ICLR 2024
[c103]
- view
  - electronic edition @ openreview.net (open access)
  - details & citations
- export record
  dblp key:
  - conf/iclr/LiuTLM024
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/iclr/LiuTLM024
Yibing Liu, Chris Xing Tian, Haoliang Li, Lei Ma, Shiqi Wang:
Neuron Activation Coverage: Rethinking Out-of-distribution Detection and Generalization. ICLR 2024
[c102]
- view
  authority control:
- export record
  dblp key:
  - conf/icra/ZhouSYS024
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/icra/ZhouSYS024
Zhehua Zhou, Jiayang Song, Kunpeng Yao, Zhan Shu, Lei Ma:
ISR-LLM: Iterative Self-Refined Large Language Model for Long-Horizon Sequential Task Planning. ICRA 2024: 2081-2088
[c101]
- view
  authority control:
- export record
  dblp key:
  - conf/icse/GaoW000X24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/icse/GaoW000X24
Xinyu Gao, Zhijie Wang, Yang Feng, Lei Ma, Zhenyu Chen, Baowen Xu:
MultiTest: Physical-Aware Object Insertion for Testing Multi-sensor Fusion Perception Systems. ICSE 2024: 139:1-139:13
[c100]
- view
  authority control:
- export record
  dblp key:
  - conf/icse/ZhouSXS0LYS24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/icse/ZhouSXS0LYS24
Zhehua Zhou, Jiayang Song, Xuan Xie, Zhan Shu, Lei Ma, Dikai Liu, Jianxiong Yin, Simon See:
Towards Building AI-CPS with NVIDIA Isaac Sim: An Industrial Benchmark and Case Study for Robotics Manipulation. ICSE-SEIP 2024: 263-274
[c99]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - conf/icse/ArcainiI0MYZ24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/icse/ArcainiI0MYZ24
Paolo Arcaini, Fuyuki Ishikawa, Lei Ma, Yuta Maezawa, Nobukazu Yoshioka, Fuyuan Zhang:
Technical Briefing on Deep Neural Network Repair. ICSE Companion 2024: 428-430
[c98]
- view
  authority control:
- export record
  dblp key:
  - conf/mm/XingG0TM24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/mm/XingG0TM24
Yun Xing, Qing Guo, Xiaofeng Cao, Ivor W. Tsang, Lei Ma:
MetaRepair: Learning to Repair Deep Neural Networks from Repairing Experiences. ACM Multimedia 2024: 1781-1790
[c97]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - conf/naacl/ZhuCLCMGF24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/naacl/ZhuCLCMGF24
Derui Zhu, Dingfan Chen, Qing Li, Zongxiong Chen, Lei Ma, Jens Grossklags, Mario Fritz:
PoLLMgraph: Unraveling Hallucinations in Large Language Models via State Transition Dynamics. NAACL-HLT (Findings) 2024: 4737-4751
[c96]
- view
  - electronic edition @ nips.cc (open access)
  - details & citations
- export record
  dblp key:
  - conf/nips/ZhuCWGLG024
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/nips/ZhuCWGLG024
Derui Zhu, Dingfan Chen, Xiongfei Wu, Jiahui Geng, Zhuo Li, Jens Grossklags, Lei Ma:
PrivAuditor: Benchmarking Data Protection Vulnerabilities in LLM Adaptation Techniques. NeurIPS 2024
[c95]
- view
  authority control:
- export record
  dblp key:
  - conf/raie/WenY0C24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/raie/WenY0C24
Jiawen Wen, Dong Yuan, Lei Ma, Huaming Chen:
Code Ownership in Open-Source AI Software Security. RAIE@ICSE 2024: 28-35
[c94]
- view
  authority control:
- export record
  dblp key:
  - conf/slt/PanYHJYHLMZ24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/slt/PanYHJYHLMZ24
Yu Pan, Yuguang Yang, Yuheng Huang, Tiancheng Jin, Jingjing Yin, Yanni Hu, Heng Lu, Lei Ma, Jianjun Zhao:
GMP-TL: Gender-Augmented Multi-Scale Pseudo-Label Enhanced Transfer Learning For Speech Emotion Recognition. SLT 2024: 496-501
2023
[c93]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - conf/aaai/XieZH023
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/aaai/XieZH023
Xuan Xie, Fuyuan Zhang, Xinwen Hu, Lei Ma:
DeepGemini: Verifying Dependency Fairness for Deep Neural Network. AAAI 2023: 15251-15259
[c92]
- view
  authority control:
- export record
  dblp key:
  - conf/chi/SongWH0023
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/chi/SongWH0023
Da Song, Zhijie Wang, Yuheng Huang, Lei Ma, Tianyi Zhang:
DeepLens: Interactive Out-of-distribution Data Detection in NLP Models. CHI 2023: 739:1-739:17
[c91]
- view
  authority control:
- export record
  dblp key:
  - conf/chi/WangHSMZ23
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/chi/WangHSMZ23
Zhijie Wang, Yuheng Huang, Da Song, Lei Ma, Tianyi Zhang:
DeepSeer: Interactive RNN Explanation and Debugging via State Abstraction. CHI 2023: 740:1-740:20
[c90]
- view
  authority control:
- export record
  dblp key:
  - conf/cvpr/HouG0X0023
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/cvpr/HouG0X0023
Yang Hou, Qing Guo, Yihao Huang, Xiaofei Xie, Lei Ma, Jianjun Zhao:
Evading DeepFake Detectors via Adversarial Statistical Consistency. CVPR 2023: 12271-12280
[c89]
- view
  authority control:
- export record
  dblp key:
  - conf/icassp/YangPYHML23
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/icassp/YangPYHML23
Yuguang Yang, Yu Pan, Jingjing Yin, Jiangyu Han, Lei Ma, Heng Lu:
Hybridformer: Improving Squeezeformer with Hybrid Attention and NSR Mechanism. ICASSP 2023: 1-5
[c88]
- view
  - electronic edition @ openreview.net (open access)
  - details & citations
- export record
  dblp key:
  - conf/iclr/LiZHX0ZSC023
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/iclr/LiZHX0ZSC023
Zhuo Li, Derui Zhu, Yujing Hu, Xiaofei Xie, Lei Ma, Yan Zheng, Yan Song, Yingfeng Chen, Jianjun Zhao:
Neural Episodic Control with State Abstraction. ICLR 2023
[c87]
- view
  authority control:
- export record
  dblp key:
  - conf/icse/HuGXCPMT23a
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/icse/HuGXCPMT23a
Qiang Hu, Yuejun Guo, Xiaofei Xie, Maxime Cordy, Mike Papadakis, Lei Ma, Yves Le Traon:
CodeS: Towards Code Model Generalization Under Distribution Shift. ICSE (NIER) 2023: 1-6
[c86]
- view
  authority control:
- export record
  dblp key:
  - conf/icse/WuYCXHHMZ23
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/icse/WuYCXHHMZ23
Xiongfei Wu, Jiaming Ye, Ke Chen, Xiaofei Xie, Yujing Hu, Ruochen Huang, Lei Ma, Jianjun Zhao:
Widget Detection-based Testing for Industrial Mobile Games. ICSE-SEIP 2023: 173-184
[c85]
- view
  authority control:
- export record
  dblp key:
  - conf/icse/YuWXLMCHZ23
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/icse/YuWXLMCHZ23
Jiongchi Yu, Yuechen Wu, Xiaofei Xie, Wei Le, Lei Ma, Yingfeng Chen, Jingyu Hu, Fan Zhang:
GameRTS: A Regression Testing Framework for Video Games. ICSE 2023: 1393-1404
[c84]
- view
  authority control:
- export record
  dblp key:
  - conf/icse/HuGXCPMT23
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/icse/HuGXCPMT23
Qiang Hu, Yuejun Guo, Xiaofei Xie, Maxime Cordy, Mike Papadakis, Lei Ma, Yves Le Traon:
Aries: Efficient Testing of Deep Neural Networks via Labeling-Free Accuracy Estimation. ICSE 2023: 1776-1787
[c83]
- view
  authority control:
- export record
  dblp key:
  - conf/issre/WangWHM23
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/issre/WangWHM23
Renzhi Wang, Zhijie Wang, Yuheng Huang, Lei Ma:
When Simulator Meets Natural Deviation: A Study on Deviations in Simulation-based ADS Testing. ISSREW 2023: 83-88
[c82]
- view
  authority control:
- export record
  dblp key:
  - conf/kbse/LiWZCCZXMZ23
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/kbse/LiWZCCZXMZ23
Zhuo Li, Xiongfei Wu, Derui Zhu, Mingfei Cheng, Siyuan Chen, Fuyuan Zhang, Xiaofei Xie, Lei Ma, Jianjun Zhao:
Generative Model-Based Testing on Decision-Making Policies. ASE 2023: 243-254
[c81]
- view
  authority control:
- export record
  dblp key:
  - conf/kbse/LiuLDJDZLLML23
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/kbse/LiuLDJDZLLML23
Yi Liu, Yuekang Li, Gelei Deng, Felix Juefei-Xu, Yao Du, Cen Zhang, Chengwei Liu, Yeting Li, Lei Ma, Yang Liu:
ASTER: Automatic Speech Recognition System Accessibility Testing for Stutterers. ASE 2023: 510-521
[c80]
- view
  authority control:
- export record
  dblp key:
  - conf/kbse/YeXZAMZI23
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/kbse/YeXZAMZI23
Jiaming Ye, Shangzhou Xia, Fuyuan Zhang, Paolo Arcaini, Lei Ma, Jianjun Zhao, Fuyuki Ishikawa:
QuraTest: Integrating Quantum Specific Features in Quantum Program Testing. ASE 2023: 1149-1161
[c79]
- view
  authority control:
- export record
  dblp key:
  - conf/sigsoft/Huang0WCM023
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/sigsoft/Huang0WCM023
Kaifeng Huang, Bihuan Chen, Susheng Wu, Junming Cao, Lei Ma, Xin Peng:
Demystifying Dependency Bugs in Deep Learning Stack. ESEC/SIGSOFT FSE 2023: 450-462
[c78]
- view
  authority control:
- export record
  dblp key:
  - conf/sigsoft/GaoWF00X23
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/sigsoft/GaoWF00X23
Xinyu Gao, Zhijie Wang, Yang Feng, Lei Ma, Zhenyu Chen, Baowen Xu:
Benchmarking Robustness of AI-Enabled Multi-sensor Fusion Systems: Challenges and Opportunities. ESEC/SIGSOFT FSE 2023: 871-882
[c77]
- view
  authority control:
- export record
  dblp key:
  - conf/sigsoft/ZhangH0023
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/sigsoft/ZhangH0023
Fuyuan Zhang, Xinwen Hu, Lei Ma, Jianjun Zhao:
DeepRover: A Query-Efficient Blackbox Attack for Deep Neural Networks. ESEC/SIGSOFT FSE 2023: 1384-1394
[c76]
- view
  - electronic edition @ usenix.org (open access)
  - details & citations
- export record
  dblp key:
  - conf/uss/LiuY0X023
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/uss/LiuY0X023
Zhibo Liu, Yuanyuan Yuan, Shuai Wang, Xiaofei Xie, Lei Ma:
Decompiling x86 Deep Neural Network Executables. USENIX Security Symposium 2023: 7357-7374
2022
[c75]
- view
  authority control:
- export record
  dblp key:
  - conf/icse/SongLZWZM22
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/icse/SongLZWZM22
Jiayang Song, Deyun Lyu, Zhenya Zhang, Zhijie Wang, Tianyi Zhang, Lei Ma:
When Cyber-Physical Systems Meet AI: A Benchmark, an Evaluation, and a Way Forward. ICSE (SEIP) 2022: 343-352
[c74]
- view
  authority control:
- export record
  dblp key:
  - conf/issre/SongC0LLFY22
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/issre/SongC0LLFY22
Zihe Song, Yingfeng Chen, Lei Ma, Shangjie Lu, Honglei Lin, Changjie Fan, Wei Yang:
An Empirical Analysis of Compatibility Issues for Industrial Mobile Games (Practical Experience Report). ISSRE 2022: 217-228
[c73]
- view
  authority control:
- export record
  dblp key:
  - conf/issre/LiX0GM22
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/issre/LiX0GM22
Yan-Fu Li, Yinxing Xue, Lei Ma, Shengjian Guo, Guozhu Meng:
Message from the RAIS 2022 Chairs. ISSRE Workshops 2022: xxxviii
[c72]
- view
  authority control:
- export record
  dblp key:
  - conf/mm/Zhai0X0W022
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/mm/Zhai0X0W022
Liming Zhai, Qing Guo, Xiaofei Xie, Lei Ma, Yi Estelle Wang, Yang Liu:
A³GAN: Attribute-Aware Anonymization Networks for Face De-identification. ACM Multimedia 2022: 5303-5313
[c71]
- view
  authority control:
- export record
  dblp key:
  - conf/mmsp/EsmaeilzehiMA22
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/mmsp/EsmaeilzehiMA22
Alireza Esmaeilzehi, Lei Ma, M. Omair Ahmad:
Towards Analyzing the Robustness of Deep Light-weight Image Super Resolution Networks under Distribution Shift. MMSP 2022: 1-6
2021
[c70]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - conf/aaai/GuoSJMX00Z21
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/aaai/GuoSJMX00Z21
Qing Guo, Jingyang Sun, Felix Juefei-Xu, Lei Ma, Xiaofei Xie, Wei Feng, Yang Liu, Jianjun Zhao:
EfficientDeRain: Learning Pixel-wise Dilation Filtering for High-Efficiency Single-Image Deraining. AAAI 2021: 1487-1495
[c69]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - conf/aaai/ZhangDXML021
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/aaai/ZhangDXML021
Xiyue Zhang, Xiaoning Du, Xiaofei Xie, Lei Ma, Yang Liu, Meng Sun:
Decision-Guided Weighted Automata Extraction from Recurrent Neural Networks. AAAI 2021: 11699-11707
[c68]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - conf/cav/ZhangLAMHZ21
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/cav/ZhangLAMHZ21
Zhenya Zhang, Deyun Lyu, Paolo Arcaini, Lei Ma, Ichiro Hasuo, Jianjun Zhao:
Effective Hybrid System Falsification Using Monte Carlo Tree Search Guided by QB-Robustness. CAV (1) 2021: 595-618
[c67]
- view
  authority control:
- export record
  dblp key:
  - conf/iccv/0005CJ0X0Z21
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/iccv/0005CJ0X0Z21
Qing Guo, Ziyi Cheng, Felix Juefei-Xu, Lei Ma, Xiaofei Xie, Yang Liu, Jianjun Zhao:
Learning to Adversarially Blur Visual Object Tracking. ICCV 2021: 10819-10828
[c66]
- view
  authority control:
- export record
  dblp key:
  - conf/icmcs/ChengRJX00Z21
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/icmcs/ChengRJX00Z21
Ziyi Cheng, Xuhong Ren, Felix Juefei-Xu, Wanli Xue, Qing Guo, Lei Ma, Jianjun Zhao:
Deepmix: Online Auto Data Augmentation for Robust Visual Object Tracking. ICME 2021: 1-6
[c65]
- view
  - electronic edition @ mlr.press (open access)
  - details & citations
- export record
  dblp key:
  - conf/icml/Xie0MLWZLX21
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/icml/Xie0MLWZLX21
Xiaofei Xie, Wenbo Guo, Lei Ma, Wei Le, Jian Wang, Lingjun Zhou, Yang Liu, Xinyu Xing:
RNNRepair: Automatic RNN Repair via Model-based Analysis. ICML 2021: 11383-11392
[c64]
- view
  authority control:
- export record
  dblp key:
  - conf/icse/ZhengLXLMHL21
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/icse/ZhengLXLMHL21
Yan Zheng, Yi Liu, Xiaofei Xie, Yepang Liu, Lei Ma, Jianye Hao, Yang Liu:
Automatic Web Testing Using Curiosity-Driven Reinforcement Learning. ICSE 2021: 423-435
[c63]
- view
  authority control:
- export record
  dblp key:
  - conf/icse-qse/ZhaoZM21
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/icse-qse/ZhaoZM21
Pengzhan Zhao, Jianjun Zhao, Lei Ma:
Identifying Bug Patterns in Quantum Programs. Q-SE@ICSE 2021: 16-21
[c62]
- view
  authority control:
- export record
  dblp key:
  - conf/icst/PourL0H21
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/icst/PourL0H21
Maryam Vahdat Pour, Zhuo Li, Lei Ma, Hadi Hemmati:
A Search-Based Testing Framework for Deep Neural Networks of Source Code Embedding. ICST 2021: 36-46
[c61]
- view
  authority control:
- export record
  dblp key:
  - conf/issre/TangZT0X21
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/issre/TangZT0X21
Shuncheng Tang, Zhenya Zhang, Jia Tang, Lei Ma, Yinxing Xue:
Issue Categorization and Analysis of an Open-Source Driving Assistant System. ISSRE Workshops 2021: 148-153
[c60]
- view
  authority control:
- export record
  dblp key:
  - conf/issre/Du0MZ21
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/issre/Du0MZ21
Xiaoting Du, Zheng Zheng, Lei Ma, Jianjun Zhao:
An Empirical Study on Common Bugs in Deep Learning Compilers. ISSRE 2021: 184-195
[c59]
- view
  authority control:
- export record
  dblp key:
  - conf/mm/00010JMMLP21
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/mm/00010JMMLP21
Yihao Huang, Qing Guo, Felix Juefei-Xu, Lei Ma, Weikai Miao, Yang Liu, Geguang Pu:
AdvFilter: Predictive Perturbation-aware Filtering against Adversarial Attack via Multi-domain Learning. ACM Multimedia 2021: 395-403
[c58]
- view
  authority control:
- export record
  dblp key:
  - conf/nfm/ZhangLA0HZ21
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/nfm/ZhangLA0HZ21
Zhenya Zhang, Deyun Lyu, Paolo Arcaini, Lei Ma, Ichiro Hasuo, Jianjun Zhao:
On the Effectiveness of Signal Rescaling in Hybrid System Falsification. NFM 2021: 392-399
[c57]
- view
  authority control:
- export record
  dblp key:
  - conf/sigsoft/YeCX0HCXZ21
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/sigsoft/YeCX0HCXZ21
Jiaming Ye, Ke Chen, Xiaofei Xie, Lei Ma, Ruochen Huang, Yingfeng Chen, Yinxing Xue, Jianjun Zhao:
An empirical study of GUI widget detection for industrial mobile games. ESEC/SIGSOFT FSE 2021: 1427-1437
2020
[c56]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - conf/aaai/ZhangLLMLJ20
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/aaai/ZhangLLMLJ20
Huangzhao Zhang, Zhuo Li, Ge Li, Lei Ma, Yang Liu, Zhi Jin:
Generating Adversarial Examples for Holding Robustness of Source Code Processing Models. AAAI 2020: 1169-1176
[c55]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - conf/aaai/SunZX0ZCL20
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/aaai/SunZX0ZCL20
Jianwen Sun, Tianwei Zhang, Xiaofei Xie, Lei Ma, Yan Zheng, Kangjie Chen, Yang Liu:
Stealthy and Efficient Adversarial Attacks against Deep Reinforcement Learning. AAAI 2020: 5883-5891
[c54]
- view
  authority control:
- export record
  dblp key:
  - conf/eccv/GuoXJMLXFL20
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/eccv/GuoXJMLXFL20
Qing Guo, Xiaofei Xie, Felix Juefei-Xu, Lei Ma, Zhongguo Li, Wanli Xue, Wei Feng, Yang Liu:
SPARK: Spatial-Aware Online Incremental Attack Against Visual Tracking. ECCV (25) 2020: 202-219
[c53]
- view
  authority control:
- export record
  dblp key:
  - conf/icse/ZhangXMDH0Z020
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/icse/ZhangXMDH0Z020
Xiyue Zhang, Xiaofei Xie, Lei Ma, Xiaoning Du, Qiang Hu, Yang Liu, Jianjun Zhao, Meng Sun:
Towards characterizing adversarial defects of deep learning software from the lens of uncertainty. ICSE 2020: 739-751
[c52]
- view
  authority control:
- export record
  dblp key:
  - conf/icsm/WuCXYF020
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/icsm/WuCXYF020
Yuechen Wu, Yingfeng Chen, Xiaofei Xie, Bing Yu, Changjie Fan, Lei Ma:
Regression Testing of Massively Multiplayer Online Role-Playing Games. ICSME 2020: 692-696
[c51]
- view
  authority control:
- export record
  dblp key:
  - conf/icsm/RenYQJLXMZ20
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/icsm/RenYQJLXMZ20
Xuhong Ren, Bing Yu, Hua Qi, Felix Juefei-Xu, Zhuo Li, Wanli Xue, Lei Ma, Jianjun Zhao:
Few-Shot Guided Mix for DNN Repairing. ICSME 2020: 717-721
[c50]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - conf/ijcai/WangJMXHWL20
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/ijcai/WangJMXHWL20
Run Wang, Felix Juefei-Xu, Lei Ma, Xiaofei Xie, Yihao Huang, Jian Wang, Yang Liu:
FakeSpotter: A Simple yet Robust Baseline for Spotting AI-Synthesized Fake Faces. IJCAI 2020: 3444-3451
[c49]
- view
  authority control:
- export record
  dblp key:
  - conf/iwpc/WuQYXMXLZ20
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/iwpc/WuQYXMXLZ20
Xiongfei Wu, Liangyu Qin, Bing Yu, Xiaofei Xie, Lei Ma, Yinxing Xue, Yang Liu, Jianjun Zhao:
How are Deep Learning Models Similar?: An Empirical Study on Clone Analysis of Deep Learning Software. ICPC 2020: 172-183
[c48]
- view
  authority control:
- export record
  dblp key:
  - conf/kbse/DuLXMLZ20
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/kbse/DuLXMLZ20
Xiaoning Du, Yi Li, Xiaofei Xie, Lei Ma, Yang Liu, Jianjun Zhao:
Marble: Model-based Robustness Analysis of Stateful Deep Learning Systems. ASE 2020: 423-435
[c47]
- view
  authority control:
- export record
  dblp key:
  - conf/kbse/BerendXMZLXZ20
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/kbse/BerendXMZLXZ20
David Berend, Xiaofei Xie, Lei Ma, Lingjun Zhou, Yang Liu, Chi Xu, Jianjun Zhao:
Cats Are Not Fish: Deep Learning Testing Calls for Out-Of-Distribution Awareness. ASE 2020: 1041-1052
[c46]
- view
  authority control:
- export record
  dblp key:
  - conf/mm/ChenLMWS20
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/mm/ChenLMWS20
Pengfei Chen, Leida Li, Lei Ma, Jinjian Wu, Guangming Shi:
RIRNet: Recurrent-In-Recurrent Network for Video Quality Assessment. ACM Multimedia 2020: 834-842
[c45]
- view
  authority control:
- export record
  dblp key:
  - conf/mm/WangJHGXML20
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/mm/WangJHGXML20
Run Wang, Felix Juefei-Xu, Yihao Huang, Qing Guo, Xiaofei Xie, Lei Ma, Yang Liu:
DeepSonar: Towards Effective and Robust Detection of AI-Synthesized Fake Voices. ACM Multimedia 2020: 1207-1216
[c44]
- view
  authority control:
- export record
  dblp key:
  - conf/mm/HuangJWGMXLMLP20
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/mm/HuangJWGMXLMLP20
Yihao Huang, Felix Juefei-Xu, Run Wang, Qing Guo, Lei Ma, Xiaofei Xie, Jianwen Li, Weikai Miao, Yang Liu, Geguang Pu:
FakePolisher: Making DeepFakes More Detection-Evasive by Shallow Reconstruction. ACM Multimedia 2020: 1217-1226
[c43]
- view
  authority control:
- export record
  dblp key:
  - conf/mm/WangJGHXML20
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/mm/WangJGHXML20
Run Wang, Felix Juefei-Xu, Qing Guo, Yihao Huang, Xiaofei Xie, Lei Ma, Yang Liu:
Amora: Black-box Adversarial Morphing Attack. ACM Multimedia 2020: 1376-1385
[c42]
- view
  authority control:
- export record
  dblp key:
  - conf/mm/QiGJXMFLZ20
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/mm/QiGJXMFLZ20
Hua Qi, Qing Guo, Felix Juefei-Xu, Xiaofei Xie, Lei Ma, Wei Feng, Yang Liu, Jianjun Zhao:
DeepRhythm: Exposing DeepFakes with Attentional Visual Heartbeat Rhythms. ACM Multimedia 2020: 4318-4327
[c41]
- view
  - electronic edition @ neurips.cc (open access)
  - details & citations
- export record
  dblp key:
  - conf/nips/0005JX0WY0020
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/nips/0005JX0WY0020
Qing Guo, Felix Juefei-Xu, Xiaofei Xie, Lei Ma, Jian Wang, Bing Yu, Wei Feng, Yang Liu:
Watch out! Motion is Blurring the Vision of Your Deep Neural Networks. NeurIPS 2020
[c40]
- view
  authority control:
- export record
  dblp key:
  - conf/sigsoft/Peng0CM20
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/sigsoft/Peng0CM20
Zi Peng, Jinqiu Yang, Tse-Hsun (Peter) Chen, Lei Ma:
A first look at the integration of machine learning models in complex autonomous driving systems: a case study on Apollo. ESEC/SIGSOFT FSE 2020: 1240-1250
2019
[c39]
- view
  authority control:
- export record
  dblp key:
  - conf/hai/MaSO19
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/hai/MaSO19
Lei Ma, Daisuke Sakamoto, Tetsuo Ono:
Desired Agent Embodiment in Various Smart House Tasks. HAI 2019: 324-326
[c38]
- view
  authority control:
- export record
  dblp key:
  - conf/iceccs/FengCX0M0L19
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/iceccs/FengCX0M0L19
Ruitao Feng, Sen Chen, Xiaofei Xie, Lei Ma, Guozhu Meng, Yang Liu, Shang-Wei Lin:
MobiDroid: A Performance-Sensitive Malware Detection System on Mobile Platform. ICECCS 2019: 61-70
[c37]
- view
  authority control:
- export record
  dblp key:
  - conf/iceccs/Xue00Z0X19
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/iceccs/Xue00Z0X19
Bai Xue, Yang Liu, Lei Ma, Xiyue Zhang, Meng Sun, Xiaofei Xie:
Safe Inputs Approximation for Black-Box Systems. ICECCS 2019: 180-189
[c36]
- view
  authority control:
- export record
  dblp key:
  - conf/icfem/00030Z19
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/icfem/00030Z19
Yang Liu, Lei Ma, Jianjun Zhao:
Secure Deep Learning Engineering: A Road Towards Quality Assurance of Intelligent Systems. ICFEM 2019: 3-15
[c35]
- view
  authority control:
- export record
  dblp key:
  - conf/icse/WangLLML19
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/icse/WangLLML19
Haijun Wang, Yi Li, Shang-Wei Lin, Lei Ma, Yang Liu:
Vultron: catching vulnerable smart contracts once and for all. ICSE (NIER) 2019: 1-4
[c34]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - conf/ijcai/XieMWLLL19
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/ijcai/XieMWLLL19
Xiaofei Xie, Lei Ma, Haijun Wang, Yuekang Li, Yang Liu, Xiaohong Li:
DiffChaser: Detecting Disagreements for Deep Neural Networks. IJCAI 2019: 5772-5778
[c33]
- view
  authority control:
- export record
  dblp key:
  - conf/issre/0001GMLK19
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/issre/0001GMLK19
Tianyi Zhang, Cuiyun Gao, Lei Ma, Michael R. Lyu, Miryung Kim:
An Empirical Study of Common Challenges in Developing Deep Learning Applications. ISSRE 2019: 104-115
[c32]
- view
  authority control:
- export record
  dblp key:
  - conf/issta/XieMJXCLZLYS19
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/issta/XieMJXCLZLYS19
Xiaofei Xie, Lei Ma, Felix Juefei-Xu, Minhui Xue, Hongxu Chen, Yang Liu, Jianjun Zhao, Bo Li, Jianxiong Yin, Simon See:
DeepHunter: a coverage-guided fuzz testing framework for deep neural networks. ISSTA 2019: 146-157
[c31]
- view
  authority control:
- export record
  dblp key:
  - conf/iwpc/XieQMZ19
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/iwpc/XieQMZ19
Chao Xie, Hua Qi, Lei Ma, Jianjun Zhao:
DeepVisual: a visual programming tool for deep learning systems. ICPC 2019: 130-134
[c30]
- view
  authority control:
- export record
  dblp key:
  - conf/kbse/ZhengFXS0HMLSC19
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/kbse/ZhengFXS0HMLSC19
Yan Zheng, Changjie Fan, Xiaofei Xie, Ting Su, Lei Ma, Jianye Hao, Zhaopeng Meng, Yang Liu, Ruimin Shen, Yingfeng Chen:
Wuji: Automatic Online Combat Game Testing Using Evolutionary Deep Reinforcement Learning. ASE 2019: 772-784
[c29]
- view
  authority control:
- export record
  dblp key:
  - conf/kbse/GuoCXMHLLZL19
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/kbse/GuoCXMHLLZL19
Qianyu Guo, Sen Chen, Xiaofei Xie, Lei Ma, Qiang Hu, Hongtao Liu, Yang Liu, Jianjun Zhao, Xiaohong Li:
An Empirical Study Towards Characterizing Deep Learning Development and Deployment Across Different Frameworks and Platforms. ASE 2019: 810-822
[c28]
- view
  authority control:
- export record
  dblp key:
  - conf/kbse/DuX000Z19
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/kbse/DuX000Z19
Xiaoning Du, Xiaofei Xie, Yi Li, Lei Ma, Yang Liu, Jianjun Zhao:
A Quantitative Analysis Framework for Recurrent Neural Network. ASE 2019: 1062-1065
[c27]
- view
  authority control:
- export record
  dblp key:
  - conf/kbse/Hu0XY0Z19
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/kbse/Hu0XY0Z19
Qiang Hu, Lei Ma, Xiaofei Xie, Bing Yu, Yang Liu, Jianjun Zhao:
DeepMutation++: A Mutation Testing Framework for Deep Learning Systems. ASE 2019: 1158-1161
[c26]
- view
  authority control:
- export record
  dblp key:
  - conf/kbse/XieCLM0Z19
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/kbse/XieCLM0Z19
Xiaofei Xie, Hongxu Chen, Yi Li, Lei Ma, Yang Liu, Jianjun Zhao:
Coverage-Guided Fuzzing for Feedforward Neural Networks. ASE 2019: 1162-1165
[c25]
- view
  authority control:
- export record
  dblp key:
  - conf/sigsoft/DuXLM0Z19
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/sigsoft/DuXLM0Z19
Xiaoning Du, Xiaofei Xie, Yi Li, Lei Ma, Yang Liu, Jianjun Zhao:
DeepStellar: model-based quantitative analysis of stateful deep learning systems. ESEC/SIGSOFT FSE 2019: 477-487
[c24]
- view
  authority control:
- export record
  dblp key:
  - conf/wcre/ZhaoWMLLG19
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/wcre/ZhaoWMLLG19
Yanjie Zhao, Haoyu Wang, Lei Ma, Yuxin Liu, Li Li, John Grundy:
Knowledge Graphing Git Repositories: A Preliminary Study. SANER 2019: 599-603
[c23]
- view
  authority control:
- export record
  dblp key:
  - conf/wcre/MaJXLLLZ19
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/wcre/MaJXLLLZ19
Lei Ma, Felix Juefei-Xu, Minhui Xue, Bo Li, Li Li, Yang Liu, Jianjun Zhao:
DeepCT: Tomographic Combinatorial Testing for Deep Learning Systems. SANER 2019: 614-618
2018
[c22]
- view
  authority control:
- export record
  dblp key:
  - conf/apsec/HuMZ18
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/apsec/HuMZ18
Qiang Hu, Lei Ma, Jianjun Zhao:
DeepGraph: A PyCharm Tool for Visualizing and Understanding Deep Learning Models. APSEC 2018: 628-632
[c21]
- view
  authority control:
- export record
  dblp key:
  - conf/ccs/BreierHJMB018
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/ccs/BreierHJMB018
Jakub Breier, Xiaolu Hou, Dirmanto Jap, Lei Ma, Shivam Bhasin, Yang Liu:
Practical Fault Attack on Deep Neural Networks. CCS 2018: 2204-2206
[c20]
- view
  authority control:
- export record
  dblp key:
  - conf/issre/MaZSXLJXLLZW18
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/issre/MaZSXLJXLLZW18
Lei Ma, Fuyuan Zhang, Jiyuan Sun, Minhui Xue, Bo Li, Felix Juefei-Xu, Chao Xie, Li Li, Yang Liu, Jianjun Zhao, Yadong Wang:
DeepMutation: Mutation Testing of Deep Learning Systems. ISSRE 2018: 100-111
[c19]
- view
  authority control:
- export record
  dblp key:
  - conf/kbse/MaJZSXLCSLLZW18
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/kbse/MaJZSXLCSLLZW18
Lei Ma, Felix Juefei-Xu, Fuyuan Zhang, Jiyuan Sun, Minhui Xue, Bo Li, Chunyang Chen, Ting Su, Li Li, Yang Liu, Jianjun Zhao, Yadong Wang:
DeepGauge: multi-granularity testing criteria for deep learning systems. ASE 2018: 120-131
[c18]
- view
  authority control:
- export record
  dblp key:
  - conf/msr/LiGBMXK18
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/msr/LiGBMXK18
Li Li, Jun Gao, Tegawendé F. Bissyandé, Lei Ma, Xin Xia, Jacques Klein:
Characterising deprecated Android APIs. MSR 2018: 254-264
2017
[c17]
- view
  authority control:
- export record
  dblp key:
  - conf/compsac/MaYSW17
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/compsac/MaYSW17
Lei Ma, Bing Yu, Hiroyuki Sato, Yadong Wang:
Collaborative Computation Offloading in Heterogeneous Asynchronous Cloud Environment. COMPSAC (1) 2017: 929-934
[c16]
- view
  authority control:
- export record
  dblp key:
  - conf/icst/ArthoGRBMKHTY17
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/icst/ArthoGRBMKHTY17
Cyrille Artho, Quentin Gros, Guillaume Rousset, Kazuaki Banzai, Lei Ma, Takashi Kitamura, Masami Hagiya, Yoshinori Tanabe, Mitsuharu Yamamoto:
Model-Based API Testing of Apache ZooKeeper. ICST 2017: 288-298
2016
[c15]
- view
  authority control:
- export record
  dblp key:
  - conf/iwpc/MaZYZ16
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/iwpc/MaZYZ16
Lei Ma, Cheng Zhang, Bing Yu, Jianjun Zhao:
Retrofitting automatic testing through library tests reusing. ICPC 2016: 1-4
[c14]
- view
  authority control:
- export record
  dblp key:
  - conf/rv/YamagataAHIMTY16
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/rv/YamagataAHIMTY16
Yoriyuki Yamagata, Cyrille Artho, Masami Hagiya, Jun Inoue, Lei Ma, Yoshinori Tanabe, Mitsuharu Yamamoto:
Runtime Monitoring for Concurrent Systems. RV 2016: 386-403
[c13]
- view
  - electronic edition @ gi.de (open access)
  - details & citations
- export record
  dblp key:
  - conf/se/MaAZSGR16
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/se/MaAZSGR16
Lei Ma, Cyrille Valentin Artho, Cheng Zhang, Hiroyuki Sato, Johannes Gmeiner, Rudolf Ramler:
Guiding random test generation with program analysis. Software Engineering 2016: 15-16
[c12]
- view
  authority control:
- export record
  dblp key:
  - conf/wcre/ArthoM16
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/wcre/ArthoM16
Cyrille Artho, Lei Ma:
Classification of Randomly Generated Test Cases. VST@SANER 2016: 29-32
[c11]
- view
  authority control:
- export record
  dblp key:
  - conf/wcre/YeZMYZ16
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/wcre/YeZMYZ16
Jiabin Ye, Cheng Zhang, Lei Ma, Haibo Yu, Jianjun Zhao:
Efficient and Precise Dynamic Slicing for Client-Side JavaScript Programs. SANER 2016: 449-459
2015
[c10]
- view
  authority control:
- export record
  dblp key:
  - conf/hotweb/YuMZ15
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/hotweb/YuMZ15
Bing Yu, Lei Ma, Cheng Zhang:
Incremental Web Application Testing Using Page Object. HotWeb 2015: 1-6
[c9]
- view
  authority control:
- export record
  dblp key:
  - conf/icse/MaAZSHTY15
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/icse/MaAZSHTY15
Lei Ma, Cyrille Artho, Cheng Zhang, Hiroyuki Sato, Masami Hagiya, Yoshinori Tanabe, Mitsuharu Yamamoto:
GRT at the SBST 2015 Tool Competition. SBST@ICSE 2015: 48-51
[c8]
- view
  authority control:
- export record
  dblp key:
  - conf/icse/MaZYS15
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/icse/MaZYS15
Lei Ma, Cheng Zhang, Bing Yu, Hiroyuki Sato:
An Empirical Study on Effects of Code Visibility on Code Coverage of Software Testing. AST@ICSE 2015: 80-84
[c7]
- view
  authority control:
- export record
  dblp key:
  - conf/kbse/MaAZSGR15
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/kbse/MaAZSGR15
Lei Ma, Cyrille Artho, Cheng Zhang, Hiroyuki Sato, Johannes Gmeiner, Rudolf Ramler:
GRT: Program-Analysis-Guided Random Testing (T). ASE 2015: 212-223
[c6]
- view
  authority control:
- export record
  dblp key:
  - conf/kbse/MaAZSGR15a
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/kbse/MaAZSGR15a
Lei Ma, Cyrille Artho, Cheng Zhang, Hiroyuki Sato, Johannes Gmeiner, Rudolf Ramler:
GRT: An Automated Test Generator Using Orchestrated Program Analysis. ASE 2015: 842-847
2014
[c5]
- view
  authority control:
- export record
  dblp key:
  - conf/gpce/MaAZS14
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/gpce/MaAZS14
Lei Ma, Cyrille Artho, Cheng Zhang, Hiroyuki Sato:
Efficient testing of software product lines via centralization (short paper). GPCE 2014: 49-52
[c4]
- view
  authority control:
- export record
  dblp key:
  - conf/sac/MaAS14
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/sac/MaAS14
Lei Ma, Cyrille Artho, Hiroyuki Sato:
Project centralization based on graph coloring. SAC 2014: 1086-1093
2013
[c3]
- view
  authority control:
- export record
  dblp key:
  - conf/compsac/MaAS13
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/compsac/MaAS13
Lei Ma, Cyrille Artho, Hiroyuki Sato:
Analyzing Distributed Java Applications by Automatic Centralization. COMPSAC Workshops 2013: 691-696
[c2]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - conf/interact/IshiiMMLII13
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/interact/IshiiMMLII13
Kentaro Ishii, Haipeng Mi, Lei Ma, Natsuda Laokulrat, Masahiko Inami, Takeo Igarashi:
Pebbles: User-Configurable Device Network for Robot Navigation. INTERACT (2) 2013: 420-436
2012
[c1]
- view
  authority control:
- export record
  dblp key:
  - conf/uist/MiIMLII12
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/uist/MiIMLII12
Haipeng Mi, Kentaro Ishii, Lei Ma, Natsuda Laokulrat, Masahiko Inami, Takeo Igarashi:
Pebbles: an interactive configuration tool for indoor robot navigation. UIST (Adjunct Volume) 2012: 11-12

Editorship

see FAQ

What is the meaning of the colors in the publication lists?

2021
[e1]
- view
  authority control:
- export record
  dblp key:
  - conf/issta/2021aista
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/issta/2021aista
Shuai Wang, Xiaofei Xie, Lei Ma:
AISTA 2021: Proceedings of the 1st ACM International Workshop on AI and Software Testing/Analysis, Virtual Event, Denmark, 12 July 2021. ACM 2021, ISBN 978-1-4503-8541-1 [contents]

Data and Artifacts

see FAQ

What is the meaning of the colors in the publication lists?

2023
[d1]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - data/10/GaoWFMCX23
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/data/10/GaoWFMCX23
Xinyu Gao, Zhijie Wang, Yang Feng, Lei Ma, Zhenyu Chen, Baowen Xu:
Benchmarking Robustness of AI-enabled Multi-sensor Fusion Systems: Challenges and Opportunities. Zenodo, 2023

Informal and Other Publications

see FAQ

What is the meaning of the colors in the publication lists?

2025
[i117]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2501-09866
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2501-09866
Wenhan Wang, Xuan Xie, Yuheng Huang, Renzhi Wang, An Ran Chen, Lei Ma:
Fine-grained Testing for Autonomous Driving Software: a Study on Autoware with LLM-driven Unit Testing. CoRR abs/2501.09866 (2025)
[i116]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2501-16378
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2501-16378
Qing Li, Jiahui Geng, Zongxiong Chen, Kun Song, Lei Ma, Fakhri Karray:
Internal Activation Revision: Safeguarding Vision Language Models Without Parameter Update. CoRR abs/2501.16378 (2025)
[i115]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2502-08504
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2502-08504
Renzhi Wang, Mingfei Cheng, Xiaofei Xie, Yuan Zhou, Lei Ma:
MoDitector: Module-Directed Testing for Autonomous Driving Systems. CoRR abs/2502.08504 (2025)
[i114]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2503-06282
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2503-06282
Shuangzhi Li, Junlong Shen, Lei Ma, Xingyu Li:
From Dataset to Real-world: General 3D Object Detection via Generalized Cross-domain Few-shot Learning. CoRR abs/2503.06282 (2025)
[i113]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2504-00911
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2504-00911
Xiongfei Wu, Mingfei Cheng, Qiang Hu, Jianlang Chen, Yuheng Huang, Manabu Okada, Michio Hayashi, Tomoyuki Tsuchiya, Xiaofei Xie, Lei Ma:
Foundation Models for Autonomous Driving System: An Initial Roadmap. CoRR abs/2504.00911 (2025)
[i112]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2504-09115
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2504-09115
Jiongchi Yu, Xiaofei Xie, Qiang Hu, Bowen Zhang, Ziming Zhao, Yun Lin, Lei Ma, Ruitao Feng, Frank Liauw:
CAShift: Benchmarking Log-Based Cloud Attack Detection under Normality Shift. CoRR abs/2504.09115 (2025)
[i111]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2504-20261
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2504-20261
Zihe Song, Yingfeng Chen, Lei Ma, Shangjie Lu, Honglei Lin, Changjie Fan, Wei Yang:
An Empirical Analysis of Compatibility Issues for Industrial Mobile Games. CoRR abs/2504.20261 (2025)
[i110]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2505-07834
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2505-07834
Yuekang Li, Wei Song, Bangshuo Zhu, Dong Gong, Yi Liu, Gelei Deng, Chunyang Chen, Lei Ma, Jun Sun, Toby Walsh, Jingling Xue:
ai.txt: A Domain-Specific Language for Guiding AI Interactions with the Internet. CoRR abs/2505.07834 (2025)
[i109]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2505-13805
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2505-13805
Yu Pan, Yanni Hu, Yuguang Yang, Jixun Yao, Jianhao Ye, Hongbin Zhou, Lei Ma, Jianjun Zhao:
ClapFM-EVC: High-Fidelity and Flexible Emotional Voice Conversion with Dual Control from Natural Language and Speech. CoRR abs/2505.13805 (2025)
[i108]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2506-07419
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2506-07419
An Guo, Xinyu Gao, Chunrong Fang, Haoxiang Tian, Weisong Sun, Yanzhou Mu, Shuncheng Tang, Lei Ma, Zhenyu Chen:
Generate Realistic Test Scenes for V2X Communication Systems. CoRR abs/2506.07419 (2025)
[i107]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2506-11160
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2506-11160
Yu Pan, Yuguang Yang, Yanni Hu, Jianhao Ye, Xiang Zhang, Hongbin Zhou, Lei Ma, Jianjun Zhao:
S2ST-Omni: An Efficient and Scalable Multilingual Speech-to-Speech Translation Framework via Seamless Speech-Text Alignment and Streaming Speech Generation. CoRR abs/2506.11160 (2025)
[i106]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2506-16690
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2506-16690
Yun Xing, Yue Cao, Nhat Chung, Jie Zhang, Ivor W. Tsang, Ming-Ming Cheng, Yang Liu, Lei Ma, Qing Guo:
DepthVanish: Optimizing Adversarial Interval Structures for Stereo-Depth-Invisible Patches. CoRR abs/2506.16690 (2025)
[i105]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2506-23461
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2506-23461
Yun Xing, Qing Guo, Xiaohong Li, Yihao Huang, Xiaofeng Cao, Di Lin, Ivor W. Tsang, Lei Ma:
Time-variant Image Inpainting via Interactive Distribution Transition Estimation. CoRR abs/2506.23461 (2025)
[i104]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2506-23995
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2506-23995
Mingfei Cheng, Renzhi Wang, Xiaofei Xie, Yuan Zhou, Lei Ma:
STCLocker: Deadlock Avoidance Testing for Autonomous Driving Systems. CoRR abs/2506.23995 (2025)
2024
[i103]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2401-02686
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2401-02686
Baijun Cheng, Shengming Zhao, Kailong Wang, Meizhen Wang, Guangdong Bai, Ruitao Feng, Yao Guo, Lei Ma, Haoyu Wang:
Beyond Fidelity: Explaining Vulnerability Localization of Learning-based Detectors. CoRR abs/2401.02686 (2024)
[i102]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2401-14314
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2401-14314
Xinyu Gao, Zhijie Wang, Yang Feng, Lei Ma, Zhenyu Chen, Baowen Xu:
MultiTest: Physical-Aware Object Insertion for Testing Multi-sensor Fusion Perception Systems. CoRR abs/2401.14314 (2024)
[i101]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2402-00350
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2402-00350
Linghan Huang, Peizhou Zhao, Huaming Chen, Lei Ma:
Large Language Models Based Fuzzing Techniques: A Survey. CoRR abs/2402.00350 (2024)
[i100]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2403-04014
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2403-04014
Zhijie Wang, Yuheng Huang, Da Song, Lei Ma, Tianyi Zhang:
PromptCharm: Text-to-Image Generation through Multi-modal Prompting and Refinement. CoRR abs/2403.04014 (2024)
[i99]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2404-02702
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2404-02702
Yu Pan, Lei Ma, Jianjun Zhao:
PromptCodec: High-Fidelity Neural Speech Codec using Disentangled Representation Learning based Adaptive Feature-aware Prompt Encoders. CoRR abs/2404.02702 (2024)
[i98]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2404-04722
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2404-04722
Derui Zhu, Dingfan Chen, Qing Li, Zongxiong Chen, Lei Ma, Jens Grossklags, Mario Fritz:
PoLLMgraph: Unraveling Hallucinations in Large Language Models via State Transition Dynamics. CoRR abs/2404.04722 (2024)
[i97]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2404-06247
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2404-06247
Jianlang Chen, Xuhong Ren, Qing Guo, Felix Juefei-Xu, Di Lin, Wei Feng, Lei Ma, Jianjun Zhao:
LRR: Language-Driven Resamplable Continuous Representation against Adversarial Tracking Attacks. CoRR abs/2404.06247 (2024)
[i96]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2404-08517
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2404-08517
Xuan Xie, Jiayang Song, Zhehua Zhou, Yuheng Huang, Da Song, Lei Ma:
Online Safety Analysis for LLMs: a Benchmark, an Assessment, and a Path Forward. CoRR abs/2404.08517 (2024)
[i95]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2404-14419
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2404-14419
Qiang Hu, Jin Wen, Maxime Cordy, Yuheng Huang, Xiaofei Xie, Lei Ma:
Enhancing Fault Detection for Large Language Models via Mutation-Based Confidence Smoothing. CoRR abs/2404.14419 (2024)
[i94]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2405-02151
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2405-02151
Yu Pan, Yuguang Yang, Heng Lu, Lei Ma, Jianjun Zhao:
GMP-ATL: Gender-augmented Multi-scale Pseudo-label Enhanced Adaptive Transfer Learning for Speech Emotion Recognition via HuBERT. CoRR abs/2405.02151 (2024)
[i93]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2405-09965
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2405-09965
Tao Li, Chenhui Cui, Lei Ma, Dave Towey, Yujie Xie, Rubing Huang:
Leveraging Large Language Models for Automated Web-Form-Test Generation: An Empirical Study. CoRR abs/2405.09965 (2024)
[i92]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2406-03912
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2406-03912
Zhehua Zhou, Xuan Xie, Jiayang Song, Zhan Shu, Lei Ma:
GenSafe: A Generalizable Safety Enhancer for Safe Reinforcement Learning Algorithms Based on Reduced Order Markov Decision Process Model. CoRR abs/2406.03912 (2024)
[i91]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2406-04531
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2406-04531
Wenhan Wang, Chenyuan Yang, Zhijie Wang, Yuheng Huang, Zhaoyang Chu, Da Song, Lingming Zhang, An Ran Chen, Lei Ma:
TESTEVAL: Benchmarking Large Language Models for Test Case Generation. CoRR abs/2406.04531 (2024)
[i90]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2406-08731
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2406-08731
Zhijie Wang, Zijie Zhou, Da Song, Yuheng Huang, Shengmai Chen, Lei Ma, Tianyi Zhang:
Where Do Large Language Models Fail When Generating Code? CoRR abs/2406.08731 (2024)
[i89]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2407-05138
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2407-05138
Yuchen Shao, Yuheng Huang, Jiawei Shen, Lei Ma, Ting Su, Chengcheng Wan:
Vortex under Ripplet: An Empirical Study of RAG-enabled Applications. CoRR abs/2407.05138 (2024)
[i88]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2407-07342
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2407-07342
Jiayang Song, Yuheng Huang, Zhehua Zhou, Lei Ma:
Multilingual Blending: LLM Safety Alignment Evaluation with Language Mixture. CoRR abs/2407.07342 (2024)
[i87]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2408-03573
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2408-03573
Yuheng Huang, Jiayang Song, Qiang Hu, Felix Juefei-Xu, Lei Ma:
Active Testing of Large Language Model via Multi-Stage Sampling. CoRR abs/2408.03573 (2024)
[i86]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2408-03892
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2408-03892
Renzhi Wang, Zhehua Zhou, Jiayang Song, Xuan Xie, Xiaofei Xie, Lei Ma:
MORTAR: A Model-based Runtime Action Repair Framework for AI-enabled Cyber-Physical Systems. CoRR abs/2408.03892 (2024)
[i85]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2408-10474
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2408-10474
Xuan Xie, Jiayang Song, Yuheng Huang, Da Song, Fuyuan Zhang, Felix Juefei-Xu, Lei Ma:
LeCov: Multi-level Testing Criteria for Large Language Models. CoRR abs/2408.10474 (2024)
[i84]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2409-09271
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2409-09271
Wenhan Wang, Kaibo Liu, An Ran Chen, Ge Li, Zhi Jin, Gang Huang, Lei Ma:
Python Symbolic Execution with LLM-powered Code Generation. CoRR abs/2409.09271 (2024)
[i83]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2409-12894
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2409-12894
Zhijie Wang, Zhehua Zhou, Jiayang Song, Yuheng Huang, Zhan Shu, Lei Ma:
Towards Testing and Evaluating Vision-Language-Action Models for Robotic Manipulation: An Empirical Study. CoRR abs/2409.12894 (2024)
[i82]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2410-01350
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2410-01350
Yuguang Yang, Yu Pan, Jixun Yao, Xiang Zhang, Jianhao Ye, Hongbin Zhou, Lei Xie, Lei Ma, Jianjun Zhao:
Takin-VC: Zero-shot Voice Conversion via Jointly Hybrid Content and Memory-Augmented Context-Aware Timbre Modeling. CoRR abs/2410.01350 (2024)
[i81]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2410-05191
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2410-05191
Zhijie Wang, Zhehua Zhou, Jiayang Song, Yuheng Huang, Zhan Shu, Lei Ma:
LADEV: A Language-Driven Testing and Evaluation Platform for Vision-Language-Action Models in Robotic Manipulation. CoRR abs/2410.05191 (2024)
[i80]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2411-01604
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2411-01604
Qiang Hu, Xiaofei Xie, Sen Chen, Lei Ma:
Large Language Model Supply Chain: Open Problems From the Security Perspective. CoRR abs/2411.01604 (2024)
[i79]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2411-02026
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2411-02026
Yu Pan, Yuguang Yang, Jixun Yao, Jianhao Ye, Hongbin Zhou, Lei Ma, Jianjun Zhao:
CTEFM-VC: Zero-Shot Voice Conversion Based on Content-Aware Timbre Ensemble Modeling and Flow Matching. CoRR abs/2411.02026 (2024)
[i78]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2411-19463
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2411-19463
Shengming Zhao, Yuheng Huang, Jiayang Song, Zhijie Wang, Chengcheng Wan, Lei Ma:
Towards Understanding Retrieval Accuracy and Prompt Quality in RAG Systems. CoRR abs/2411.19463 (2024)
[i77]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2412-08014
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2412-08014
Yun Xing, Nhat Chung, Jie Zhang, Yue Cao, Ivor W. Tsang, Yang Liu, Lei Ma, Qing Guo:
MAGIC: Mastering Physical Adversarial Generation in Context through Collaborative LLM Agents. CoRR abs/2412.08014 (2024)
[i76]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2412-10476
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2412-10476
Tao Li, Rubing Huang, Chenhui Cui, Dave Towey, Lei Ma, Yuan-Fang Li, Wen Xia:
A Survey on Web Application Testing: A Decade of Evolution. CoRR abs/2412.10476 (2024)
2023
[i75]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2301-11490
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2301-11490
Zhuo Li, Derui Zhu, Yujing Hu, Xiaofei Xie, Lei Ma, Yan Zheng, Yan Song, Yingfeng Chen, Jianjun Zhao:
Neural Episodic Control with State Abstraction. CoRR abs/2301.11490 (2023)
[i74]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2303-01576
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2303-01576
Zhijie Wang, Yuheng Huang, Da Song, Lei Ma, Tianyi Zhang:
DeepSeer: Interactive RNN Explanation and Debugging via State Abstraction. CoRR abs/2303.01576 (2023)
[i73]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2303-01577
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2303-01577
Da Song, Zhijie Wang, Yuheng Huang, Lei Ma, Tianyi Zhang:
DeepLens: Interactive Out-of-distribution Data Detection in NLP Models. CoRR abs/2303.01577 (2023)
[i72]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2303-08636
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2303-08636
Yuguang Yang, Yu Pan, Jingjing Yin, Jiangyu Han, Lei Ma, Heng Lu:
HYBRIDFORMER: improving SqueezeFormer with hybrid attention and NSR mechanism. CoRR abs/2303.08636 (2023)
[i71]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2304-05617
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2304-05617
Deyun Lyu, Jiayang Song, Zhenya Zhang, Zhijie Wang, Tianyi Zhang, Lei Ma, Jianjun Zhao:
AutoRepair: Automated Repair for AI-Enabled Cyber-Physical Systems under Safety-Critical Conditions. CoRR abs/2304.05617 (2023)
[i70]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2304-11670
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2304-11670
Yang Hou, Qing Guo, Yihao Huang, Xiaofei Xie, Lei Ma, Jianjun Zhao:
Evading DeepFake Detectors via Adversarial Statistical Consistency. CoRR abs/2304.11670 (2023)
[i69]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2305-03882
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2305-03882
Xuan Xie, Jiayang Song, Zhehua Zhou, Fuyuan Zhang, Lei Ma:
Mosaic: Model-based Safety Analysis Framework for AI-enabled Cyber-Physical Systems. CoRR abs/2305.03882 (2023)
[i68]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2305-14611
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2305-14611
Mulong Xie, Jiaming Ye, Zhenchang Xing, Lei Ma:
NiCro: Purely Vision-based, Non-intrusive Cross-Device and Cross-Platform GUI Testing. CoRR abs/2305.14611 (2023)
[i67]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2306-01220
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2306-01220
Bonan Kou, Shengmai Chen, Zhijie Wang, Lei Ma, Tianyi Zhang:
Is Model Attention Aligned with Human Attention? An Empirical Study on Large Language Models for Code Generation. CoRR abs/2306.01220 (2023)
[i66]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2306-01250
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2306-01250
Qiang Hu, Yuejun Guo, Xiaofei Xie, Maxime Cordy, Lei Ma, Mike Papadakis, Yves Le Traon:
Active Code Learning: Benchmarking Sample-Efficient Training of Code Models. CoRR abs/2306.01250 (2023)
[i65]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2306-02879
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2306-02879
Yibing Liu, Chris Xing Tian, Haoliang Li, Lei Ma, Shiqi Wang:
Neuron Activation Coverage: Rethinking Out-of-distribution Detection and Generalization. CoRR abs/2306.02879 (2023)
[i64]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2306-03454
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2306-03454
Xinyu Gao, Zhijie Wang, Yang Feng, Lei Ma, Zhenyu Chen, Baowen Xu:
Benchmarking Robustness of AI-enabled Multi-sensor Fusion Systems: Challenges and Opportunities. CoRR abs/2306.03454 (2023)
[i63]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2306-07848
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2306-07848
Yu Pan, Yanni Hu, Yuguang Yang, Jixun Yao, Wen Fei, Lei Ma, Heng Lu:
GEmo-CLAP: Gender-Attribute-Enhanced Contrastive Language-Audio Pretraining for Speech Emotion Recognition. CoRR abs/2306.07848 (2023)
[i62]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2307-10236
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2307-10236
Yuheng Huang, Jiayang Song, Zhijie Wang, Huaming Chen, Lei Ma:
Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models. CoRR abs/2307.10236 (2023)
[i61]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2308-00055
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2308-00055
Zhehua Zhou, Jiayang Song, Xuan Xie, Zhan Shu, Lei Ma, Dikai Liu, Jianxiong Yin, Simon See:
Towards Building AI-CPS with NVIDIA Isaac Sim: An Industrial Benchmark and Case Study for Robotics Manipulation. CoRR abs/2308.00055 (2023)
[i60]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2308-13724
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2308-13724
Zhehua Zhou, Jiayang Song, Kunpeng Yao, Zhan Shu, Lei Ma:
ISR-LLM: Iterative Self-Refined Large Language Model for Long-Horizon Sequential Task Planning. CoRR abs/2308.13724 (2023)
[i59]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2308-15742
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2308-15742
Yi Liu, Yuekang Li, Gelei Deng, Felix Juefei-Xu, Yao Du, Cen Zhang, Chengwei Liu, Yeting Li, Lei Ma, Yang Liu:
ASTER: Automatic Speech Recognition System Accessibility Testing for Stutterers. CoRR abs/2308.15742 (2023)
[i58]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2309-06687
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2309-06687
Jiayang Song, Zhehua Zhou, Jiawei Liu, Chunrong Fang, Zhan Shu, Lei Ma:
Self-Refined Large Language Model as Automated Reward Function Designer for Deep Reinforcement Learning in Robotics. CoRR abs/2309.06687 (2023)
[i57]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2310-14211
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2310-14211
Da Song, Xuan Xie, Jiayang Song, Derui Zhu, Yuheng Huang, Felix Juefei-Xu, Lei Ma:
LUNA: A Model-Based Universal Analysis Framework for Large Language Models. CoRR abs/2310.14211 (2023)
[i56]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2311-10845
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2311-10845
Shuangzhi Li, Lei Ma, Xingyu Li:
Domain Generalization of 3D Object Detection by Density-Resampling. CoRR abs/2311.10845 (2023)
[i55]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2312-10861
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2312-10861
Jiawen Wen, Dong Yuan, Lei Ma, Huaming Chen:
Code Ownership in Open-Source AI Software Security. CoRR abs/2312.10861 (2023)
2022
[i54]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-2201-01409
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2201-01409
Amin Eslami Abyane, Derui Zhu, Roberto Medeiros de Souza, Lei Ma, Hadi Hemmati:
Towards Understanding Quality Challenges of the Federated Learning: A First Look from the Lens of Robustness. CoRR abs/2201.01409 (2022)
[i53]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-2201-02366
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2201-02366
Qing Guo, Jingyang Sun, Felix Juefei-Xu, Lei Ma, Di Lin, Wei Feng, Song Wang:
Uncertainty-Aware Cascaded Dilation Filtering for High-Efficiency Deraining. CoRR abs/2201.02366 (2022)
[i52]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2203-12915
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2203-12915
Xiaofei Xie, Tianlin Li, Jian Wang, Lei Ma, Qing Guo, Felix Juefei-Xu, Yang Liu:
NPC: Neuron Path Coverage via Characterizing Decision Logic of Deep Neural Networks. CoRR abs/2203.12915 (2022)
[i51]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2206-05480
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2206-05480
Qiang Hu, Yuejun Guo, Xiaofei Xie, Maxime Cordy, Lei Ma, Mike Papadakis, Yves Le Traon:
CodeS: A Distribution Shift Benchmark Dataset for Source Code Learning. CoRR abs/2206.05480 (2022)
[i50]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2206-05961
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2206-05961
Shuncheng Tang, Zhenya Zhang, Yi Zhang, Jixiang Zhou, Yan Guo, Shuang Liu, Shengjian Guo, Yan-Fu Li, Lei Ma, Yinxing Xue, Yang Liu:
A Survey on Automated Driving System Testing: Landscapes and Trends. CoRR abs/2206.05961 (2022)
[i49]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2207-10347
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2207-10347
Kaifeng Huang, Bihuan Chen, Susheng Wu, Junmin Cao, Lei Ma, Xin Peng:
Demystifying Dependency Bugs in Deep Learning Stack. CoRR abs/2207.10347 (2022)
[i48]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2207-10942
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2207-10942
Qiang Hu, Yuejun Guo, Xiaofei Xie, Maxime Cordy, Lei Ma, Mike Papadakis, Yves Le Traon:
Efficient Testing of Deep Neural Networks via Decision Boundary Analysis. CoRR abs/2207.10942 (2022)
[i47]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2209-10381
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2209-10381
Xuhong Ren, Jianlang Chen, Felix Juefei-Xu, Wanli Xue, Qing Guo, Lei Ma, Jianjun Zhao, Shengyong Chen:
DARTSRepair: Core-failure-set Guided DARTS for Network Robustness to Common Corruptions. CoRR abs/2209.10381 (2022)
[i46]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2210-01075
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2210-01075
Zhibo Liu, Yuanyuan Yuan, Shuai Wang, Xiaofei Xie, Lei Ma:
Decompiling x86 Deep Neural Network Executables. CoRR abs/2210.01075 (2022)
[i45]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2210-05896
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2210-05896
Shuangzhi Li, Zhijie Wang, Felix Juefei-Xu, Qing Guo, Xingyu Li, Lei Ma:
Common Corruption Robustness of Point Cloud Detectors: Benchmark and Enhancement. CoRR abs/2210.05896 (2022)
[i44]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2212-01635
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2212-01635
Yinghua Li, Xueqi Dang, Haoye Tian, Tiezhu Sun, Zhijie Wang, Lei Ma, Jacques Klein, Tegawendé F. Bissyandé:
AI-driven Mobile Apps: an Explorative Study. CoRR abs/2212.01635 (2022)
[i43]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2212-06828
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2212-06828
Zhijie Wang, Yuheng Huang, Lei Ma, Haruki Yokoyama, Susumu Tokumoto, Kazuki Munakata:
An Exploratory Study of AI System Risk Assessment from the Lens of Data Distribution and Uncertainty. CoRR abs/2212.06828 (2022)
[i42]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2212-13424
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2212-13424
Jiaming Ye, Mulong Xie, Siyuan Chen, Fuyuan Zhang, Lei Ma, Zhenchang Xing, Jianjun Zhao:
Towards Benchmarking GUI Compatibility Testing on Mobile Applications. CoRR abs/2212.13424 (2022)
2021
[i41]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-2101-07910
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2101-07910
Maryam Vahdat Pour, Zhuo Li, Lei Ma, Hadi Hemmati:
A Search-Based Testing Framework for Deep Neural Networks of Source Code Embedding. CoRR abs/2101.07910 (2021)
[i40]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-2103-00218
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2103-00218
Felix Juefei-Xu, Run Wang, Yihao Huang, Qing Guo, Lei Ma, Yang Liu:
Countering Malicious DeepFakes: Survey, Battleground, and Horizon. CoRR abs/2103.00218 (2021)
[i39]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-2103-06018
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2103-06018
Yan Zheng, Yi Liu, Xiaofei Xie, Yepang Liu, Lei Ma, Jianye Hao, Yang Liu:
Automatic Web Testing using Curiosity-Driven Reinforcement Learning. CoRR abs/2103.06018 (2021)
[i38]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-2103-09069
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2103-09069
Pengzhan Zhao, Jianjun Zhao, Lei Ma:
Identifying Bug Patterns in Quantum Programs. CoRR abs/2103.09069 (2021)
[i37]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-2104-11585
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2104-11585
Ziyi Cheng, Xuhong Ren, Felix Juefei-Xu, Wanli Xue, Qing Guo, Lei Ma, Jianjun Zhao:
DeepMix: Online Auto Data Augmentation for Robust Visual Object Tracking. CoRR abs/2104.11585 (2021)
[i36]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-2107-06501
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2107-06501
Yihao Huang, Qing Guo, Felix Juefei-Xu, Lei Ma, Weikai Miao, Yang Liu, Geguang Pu:
AdvFilter: Predictive Perturbation-aware Filtering against Adversarial Attack via Multi-domain Learning. CoRR abs/2107.06501 (2021)
[i35]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-2107-12085
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2107-12085
Qing Guo, Ziyi Cheng, Felix Juefei-Xu, Lei Ma, Xiaofei Xie, Yang Liu, Jianjun Zhao:
Learning to Adversarially Blur Visual Object Tracking. CoRR abs/2107.12085 (2021)
[i34]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-2107-13452
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2107-13452
Qing Guo, Zhijie Wang, Felix Juefei-Xu, Di Lin, Lei Ma, Wei Feng, Yang Liu:
CarveNet: Carving Point-Block for Complex 3D Shape Completion. CoRR abs/2107.13452 (2021)
[i33]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-2111-02671
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2111-02671
Shangqing Liu, Xiaofei Xie, Lei Ma, Jing Kai Siow, Yang Liu:
GraphSearchNet: Enhancing GNNs via Capturing Global Dependency for Semantic Code Search. CoRR abs/2111.02671 (2021)
[i32]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-2111-04324
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2111-04324
Jiayang Song, Deyun Lyu, Zhenya Zhang, Zhijie Wang, Tianyi Zhang, Lei Ma:
When Cyber-Physical Systems Meet AI: A Benchmark, an Evaluation, and a Way Forward. CoRR abs/2111.04324 (2021)
[i31]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-2111-12423
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2111-12423
Yinxing Xue, Jiaming Ye, Wei Zhang, Jun Sun, Lei Ma, Haijun Wang, Jianjun Zhao:
Machine Learning Guided Cross-Contract Fuzzing. CoRR abs/2111.12423 (2021)
[i30]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-2111-13330
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2111-13330
Hua Qi, Zhijie Wang, Qing Guo, Jianlang Chen, Felix Juefei-Xu, Lei Ma, Jianjun Zhao:
ArchRepair: Block-Level Architecture-Oriented Repairing for Deep Neural Networks. CoRR abs/2111.13330 (2021)
2020
[i29]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-2001-09598
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2001-09598
Yihao Huang, Felix Juefei-Xu, Run Wang, Xiaofei Xie, Lei Ma, Jianwen Li, Weikai Miao, Yang Liu, Geguang Pu:
FakeLocator: Robust Localization of GAN-Based Face Manipulations via Semantic Segmentation Networks with Bells and Whistles. CoRR abs/2001.09598 (2020)
[i28]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-2002-03500
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2002-03500
Qing Guo, Felix Juefei-Xu, Xiaofei Xie, Lei Ma, Jian Wang, Wei Feng, Yang Liu:
ABBA: Saliency-Regularized Motion-Based Adversarial Blur Attack. CoRR abs/2002.03500 (2020)
[i27]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-2004-11573
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2004-11573
Xiyue Zhang, Xiaofei Xie, Lei Ma, Xiaoning Du, Qiang Hu, Yang Liu, Jianjun Zhao, Meng Sun:
Towards Characterizing Adversarial Defects of Deep Learning Software from the Lens of Uncertainty. CoRR abs/2004.11573 (2020)
[i26]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-2005-07099
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2005-07099
Jianwen Sun, Tianwei Zhang, Xiaofei Xie, Lei Ma, Yan Zheng, Kangjie Chen, Yang Liu:
Stealthy and Efficient Adversarial Attacks against Deep Reinforcement Learning. CoRR abs/2005.07099 (2020)
[i25]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-2005-13770
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2005-13770
Run Wang, Felix Juefei-Xu, Yihao Huang, Qing Guo, Xiaofei Xie, Lei Ma, Yang Liu:
DeepSonar: Towards Effective and Robust Detection of AI-Synthesized Fake Voices. CoRR abs/2005.13770 (2020)
[i24]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-2006-07533
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2006-07533
Yihao Huang, Felix Juefei-Xu, Run Wang, Qing Guo, Lei Ma, Xiaofei Xie, Jianwen Li, Weikai Miao, Yang Liu, Geguang Pu:
FakePolisher: Making DeepFakes More Detection-Evasive by Shallow Reconstruction. CoRR abs/2006.07533 (2020)
[i23]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-2006-07634
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2006-07634
Hua Qi, Qing Guo, Felix Juefei-Xu, Xiaofei Xie, Lei Ma, Wei Feng, Yang Liu, Jianjun Zhao:
DeepRhythm: Exposing DeepFakes with Attentional Visual Heartbeat Rhythms. CoRR abs/2006.07634 (2020)
[i22]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-2007-01299
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2007-01299
Renzhi Wang, Tianwei Zhang, Xiaofei Xie, Lei Ma, Cong Tian, Felix Juefei-Xu, Yang Liu:
Generating Adversarial Examples withControllable Non-transferability. CoRR abs/2007.01299 (2020)
[i21]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-2009-09205
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2009-09205
Liming Zhai, Felix Juefei-Xu, Qing Guo, Xiaofei Xie, Lei Ma, Wei Feng, Shengchao Qin, Yang Liu:
It's Raining Cats or Dogs? Adversarial Rain Attack on DNN Perception. CoRR abs/2009.09205 (2020)
[i20]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-2009-09213
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2009-09213
Yihao Huang, Felix Juefei-Xu, Qing Guo, Xiaofei Xie, Lei Ma, Weikai Miao, Yang Liu, Geguang Pu:
FakeRetouch: Evading DeepFakes Detection via the Guidance of Deliberate Noise. CoRR abs/2009.09213 (2020)
[i19]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-2009-09238
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2009-09238
Qing Guo, Jingyang Sun, Felix Juefei-Xu, Lei Ma, Xiaofei Xie, Wei Feng, Yang Liu:
EfficientDeRain: Learning Pixel-wise Dilation Filtering for High-Efficiency Single-Image Deraining. CoRR abs/2009.09238 (2020)
[i18]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-2011-09884
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2011-09884
Bing Yu, Hua Qi, Qing Guo, Felix Juefei-Xu, Xiaofei Xie, Lei Ma, Jianjun Zhao:
DeepRepair: Style-Guided Repairing for DNNs in the Real-world Operational Environment. CoRR abs/2011.09884 (2020)
2019
[i17]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-1906-10742
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-1906-10742
Jie M. Zhang, Mark Harman, Lei Ma, Yang Liu:
Machine Learning Testing: Survey, Landscapes and Horizons. CoRR abs/1906.10742 (2019)
[i16]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-1909-06122
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-1909-06122
Run Wang, Lei Ma, Felix Juefei-Xu, Xiaofei Xie, Jian Wang, Yang Liu:
FakeSpotter: A Simple Baseline for Spotting AI-Synthesized Fake Faces. CoRR abs/1909.06122 (2019)
[i15]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-1909-06605
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-1909-06605
Haijun Wang, Yi Li, Shang-Wei Lin, Cyrille Artho, Lei Ma, Yang Liu:
Oracle-Supported Dynamic Exploit Generation for Smart Contracts. CoRR abs/1909.06605 (2019)
[i14]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-1909-06727
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-1909-06727
Qianyu Guo, Sen Chen, Xiaofei Xie, Lei Ma, Qiang Hu, Hongtao Liu, Yang Liu, Jianjun Zhao, Xiaohong Li:
An Empirical Study towards Characterizing Deep Learning Development and Deployment across Different Frameworks and Platforms. CoRR abs/1909.06727 (2019)
[i13]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-1910-08681
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-1910-08681
Qing Guo, Xiaofei Xie, Lei Ma, Zhongguo Li, Wei Feng, Yang Liu:
Spatial-aware Online Adversarial Perturbations Against Visual Object Tracking. CoRR abs/1910.08681 (2019)
[i12]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-1912-03829
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-1912-03829
Run Wang, Felix Juefei-Xu, Xiaofei Xie, Lei Ma, Yihao Huang, Yang Liu:
Amora: Black-box Adversarial Morphing Attack. CoRR abs/1912.03829 (2019)
[i11]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-1912-04466
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-1912-04466
Yinxing Xue, Jiaming Ye, Mingliang Ma, Lei Ma, Yi Li, Haijun Wang, Yun Lin, Tianyong Peng, Yang Liu:
Doublade: Unknown Vulnerability Detection in Smart Contracts Via Abstract Signature Matching and Refined Detection Rules. CoRR abs/1912.04466 (2019)
[i10]
- view
  - electronic edition @ iacr.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/iacr/HouBJMBL19
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/iacr/HouBJMBL19
Xiaolu Hou, Jakub Breier, Dirmanto Jap, Lei Ma, Shivam Bhasin, Yang Liu:
Experimental Evaluation of Deep Neural Network Resistance Against Fault Injection Attacks. IACR Cryptol. ePrint Arch. 2019: 461 (2019)
2018
[i9]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-1803-07519
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-1803-07519
Lei Ma, Felix Juefei-Xu, Jiyuan Sun, Chunyang Chen, Ting Su, Fuyuan Zhang, Minhui Xue, Bo Li, Li Li, Yang Liu, Jianjun Zhao, Yadong Wang:
DeepGauge: Comprehensive and Multi-Granularity Testing Criteria for Gauging the Robustness of Deep Learning Systems. CoRR abs/1803.07519 (2018)
[i8]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-1805-05206
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-1805-05206
Lei Ma, Fuyuan Zhang, Jiyuan Sun, Minhui Xue, Bo Li, Felix Juefei-Xu, Chao Xie, Li Li, Yang Liu, Jianjun Zhao, Yadong Wang:
DeepMutation: Mutation Testing of Deep Learning Systems. CoRR abs/1805.05206 (2018)
[i7]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-1806-05859
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-1806-05859
Jakub Breier, Xiaolu Hou, Dirmanto Jap, Lei Ma, Shivam Bhasin, Yang Liu:
Practical Fault Attack on Deep Neural Networks. CoRR abs/1806.05859 (2018)
[i6]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-1806-07723
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-1806-07723
Lei Ma, Fuyuan Zhang, Minhui Xue, Bo Li, Yang Liu, Jianjun Zhao, Yadong Wang:
Combinatorial Testing for Deep Learning Systems. CoRR abs/1806.07723 (2018)
[i5]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-1809-01266
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-1809-01266
Xiaofei Xie, Lei Ma, Felix Juefei-Xu, Hongxu Chen, Minhui Xue, Bo Li, Yang Liu, Jianjun Zhao, Jianxiong Yin, Simon See:
Coverage-Guided Fuzzing for Deep Neural Networks. CoRR abs/1809.01266 (2018)
[i4]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-1809-02444
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-1809-02444
Alvin Chan, Lei Ma, Felix Juefei-Xu, Xiaofei Xie, Yang Liu, Yew-Soon Ong:
Metamorphic Relation Based Adversarial Attacks on Differentiable Neural Computer. CoRR abs/1809.02444 (2018)
[i3]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-1810-04538
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-1810-04538
Lei Ma, Felix Juefei-Xu, Minhui Xue, Qiang Hu, Sen Chen, Bo Li, Yang Liu, Jianjun Zhao, Jianxiong Yin, Simon See:
Secure Deep Learning Engineering: A Software Quality Assurance Perspective. CoRR abs/1810.04538 (2018)
[i2]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-1811-05187
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-1811-05187
Qianyu Guo, Xiaofei Xie, Lei Ma, Qiang Hu, Ruitao Feng, Li Li, Yang Liu, Jianjun Zhao, Xiaohong Li:
An Orchestrated Empirical Study on Deep Learning Frameworks and Platforms. CoRR abs/1811.05187 (2018)
[i1]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-1812-05339
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-1812-05339
Xiaoning Du, Xiaofei Xie, Yi Li, Lei Ma, Jianjun Zhao, Yang Liu:
DeepCruiser: Automated Guided Testing for Stateful Deep Learning Systems. CoRR abs/1812.05339 (2018)

Coauthor Index

see FAQ

manage site settings

To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.