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Lei Ma 0003
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
- Lei Ma — disambiguation page
- Lei Ma 0001 — Beijing Institute of Technology, China
- Lei Ma 0002 — Arizona State University, Department of Electrical Engineering, Tempe, AZ, USA
- Lei Ma 0004
— University of Electronic Science and Technology of China, School of Electronic Engineering, the Intelligent Visual Information Processing and Communication Laboratory, Chengdu, China
- Lei Ma 0005
- Lei Ma 0006
- Lei Ma 0007
- Lei Ma 0008
- Lei Ma 0009 — University of Leeds, UK
- Lei Ma 0010 — Kunming University of Science and Technology, Kunming, China
- Lei Ma 0011 — Beijing Polytechnic, Beijing, China
- Lei Ma 0012 — Queen's University Belfast, Belfast, UK
- Lei Ma 0013
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2020 – today
- 2025
- [j44]Yinghua Li
An empirical study of AI techniques in mobile applications. J. Syst. Softw. 219: 112233 (2025) - 2024
- [j43]Yinghua Li
Prioritizing test cases for deep learning-based video classifiers. Empir. Softw. Eng. 29(5): 111 (2024) - [j42]Jiawei Liu, Zhijie Wang, Lei Ma, Chunrong Fang
Benchmarking Object Detection Robustness against Real-World Corruptions. Int. J. Comput. Vis. 132(10): 4398-4416 (2024) - [j41]Bonan Kou
Do Large Language Models Pay Similar Attention Like Human Programmers When Generating Code? Proc. ACM Softw. Eng. 1(FSE): 2261-2284 (2024) - [j40]Huangzhao Zhang
CodeBERT-Attack: Adversarial attack against source code deep learning models via pre-trained model. J. Softw. Evol. Process. 36(3) (2024) - [j39]Yinxing Xue
xFuzz: Machine Learning Guided Cross-Contract Fuzzing. IEEE Trans. Dependable Secur. Comput. 21(2): 515-529 (2024) - [j38]Mingdao Wang
Learning Representations by Contrastive Spatio-Temporal Clustering for Skeleton-Based Action Recognition. IEEE Trans. Multim. 26: 3207-3220 (2024) - [j37]Tianlin Li
Faire: Repairing Fairness of Neural Networks via Neuron Condition Synthesis. ACM Trans. Softw. Eng. Methodol. 33(1): 21:1-21:24 (2024) - [j36]Jiawei Liu
Generation-based Differential Fuzzing for Deep Learning Libraries. ACM Trans. Softw. Eng. Methodol. 33(2): 50:1-50:28 (2024) - [j35]Qiang Hu
Test Optimization in DNN Testing: A Survey. ACM Trans. Softw. Eng. Methodol. 33(4): 111:1-111:42 (2024) - [j34]Baijun Cheng
Beyond Fidelity: Explaining Vulnerability Localization of Learning-Based Detectors. ACM Trans. Softw. Eng. Methodol. 33(5): 127:1-127:33 (2024) - [j33]Yinghua Li
Test Input Prioritization for 3D Point Clouds. ACM Trans. Softw. Eng. Methodol. 33(5): 132:1-132:44 (2024) - [j32]Qiang Hu
Active Code Learning: Benchmarking Sample-Efficient Training of Code Models. IEEE Trans. Software Eng. 50(5): 1080-1095 (2024) - [j31]Da Song
LUNA: A Model-Based Universal Analysis Framework for Large Language Models. IEEE Trans. Software Eng. 50(7): 1921-1948 (2024) - [j30]Sebastián Uchitel
Scoping Software Engineering for AI: The TSE Perspective. IEEE Trans. Software Eng. 50(11): 2709-2711 (2024) - [j29]Alireza Esmaeilzehi
HighBoostNet: a deep light-weight image super-resolution network using high-boost residual blocks. Vis. Comput. 40(2): 1111-1129 (2024) - [c105]Zhijie Wang
PromptCharm: Text-to-Image Generation through Multi-modal Prompting and Refinement. CHI 2024: 185:1-185:21 - [c104]Shuangzhi Li, Lei Ma
Domain Generalization of 3D Object Detection by Density-Resampling. ECCV (64) 2024: 456-473 - [c103]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 - [c102]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 - [c101]Yibing Liu, Chris Xing Tian, Haoliang Li, Lei Ma, Shiqi Wang:
Neuron Activation Coverage: Rethinking Out-of-distribution Detection and Generalization. ICLR 2024 - [c100]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 - [c99]Xinyu Gao
MultiTest: Physical-Aware Object Insertion for Testing Multi-sensor Fusion Perception Systems. ICSE 2024: 139:1-139:13 - [c98]Zhehua Zhou
Towards Building AI-CPS with NVIDIA Isaac Sim: An Industrial Benchmark and Case Study for Robotics Manipulation. ICSE-SEIP 2024: 263-274 - [c97]Paolo Arcaini
Technical Briefing on Deep Neural Network Repair. ICSE Companion 2024: 428-430 - [c96]Yun Xing
MetaRepair: Learning to Repair Deep Neural Networks from Repairing Experiences. ACM Multimedia 2024: 1781-1790 - [c95]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 - [c94]Jiawen Wen
Code Ownership in Open-Source AI Software Security. RAIE@ICSE 2024: 28-35 - [i100]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) - [i99]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) - [i98]Linghan Huang, Peizhou Zhao, Huaming Chen, Lei Ma:
Large Language Models Based Fuzzing Techniques: A Survey. CoRR abs/2402.00350 (2024) - [i97]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) - [i96]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) - [i95]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) - [i94]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) - [i93]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) - [i92]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) - [i91]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) - [i90]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) - [i89]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) - [i88]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) - [i87]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) - [i86]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) - [i85]Jiayang Song, Yuheng Huang, Zhehua Zhou, Lei Ma:
Multilingual Blending: LLM Safety Alignment Evaluation with Language Mixture. CoRR abs/2407.07342 (2024) - [i84]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) - [i83]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) - [i82]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) - [i81]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) - [i80]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) - [i79]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) - [i78]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) - [i77]Qiang Hu, Xiaofei Xie, Sen Chen, Lei Ma:
Large Language Model Supply Chain: Open Problems From the Security Perspective. CoRR abs/2411.01604 (2024) - [i76]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) - 2023
- [j28]Amin Eslami Abyane
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]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]Hua Qi
ArchRepair: Block-Level Architecture-Oriented Repairing for Deep Neural Networks. ACM Trans. Softw. Eng. Methodol. 32(5): 129:1-129:31 (2023) - [j25]Yuheng Huang
PatchCensor: Patch Robustness Certification for Transformers via Exhaustive Testing. ACM Trans. Softw. Eng. Methodol. 32(6): 154:1-154:34 (2023) - [j24]Zhenya Zhang
FalsifAI: Falsification of AI-Enabled Hybrid Control Systems Guided by Time-Aware Coverage Criteria. IEEE Trans. Software Eng. 49(4): 1842-1859 (2023) - [j23]Shangqing Liu
GraphSearchNet: Enhancing GNNs via Capturing Global Dependencies for Semantic Code Search. IEEE Trans. Software Eng. 49(4): 2839-2855 (2023) - [j22]Jiayang Song
$\mathtt {SIEGE}$SIEGE: A Semantics-Guided Safety Enhancement Framework for AI-Enabled Cyber-Physical Systems. IEEE Trans. Software Eng. 49(8): 4058-4080 (2023) - [c93]Xuan Xie, Fuyuan Zhang, Xinwen Hu, Lei Ma:
DeepGemini: Verifying Dependency Fairness for Deep Neural Network. AAAI 2023: 15251-15259 - [c92]Da Song
DeepLens: Interactive Out-of-distribution Data Detection in NLP Models. CHI 2023: 739:1-739:17 - [c91]Zhijie Wang
DeepSeer: Interactive RNN Explanation and Debugging via State Abstraction. CHI 2023: 740:1-740:20 - [c90]Yang Hou, Qing Guo, Yihao Huang, Xiaofei Xie
Evading DeepFake Detectors via Adversarial Statistical Consistency. CVPR 2023: 12271-12280 - [c89]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]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]Qiang Hu, Yuejun Guo, Xiaofei Xie
CodeS: Towards Code Model Generalization Under Distribution Shift. ICSE (NIER) 2023: 1-6 - [c86]Xiongfei Wu
Widget Detection-based Testing for Industrial Mobile Games. ICSE-SEIP 2023: 173-184 - [c85]Jiongchi Yu
GameRTS: A Regression Testing Framework for Video Games. ICSE 2023: 1393-1404 - [c84]Qiang Hu, Yuejun Guo, Xiaofei Xie
Aries: Efficient Testing of Deep Neural Networks via Labeling-Free Accuracy Estimation. ICSE 2023: 1776-1787 - [c83]Renzhi Wang
When Simulator Meets Natural Deviation: A Study on Deviations in Simulation-based ADS Testing. ISSREW 2023: 83-88 - [c82]Zhuo Li, Xiongfei Wu
Generative Model-Based Testing on Decision-Making Policies. ASE 2023: 243-254 - [c81]Yi Liu, Yuekang Li
ASTER: Automatic Speech Recognition System Accessibility Testing for Stutterers. ASE 2023: 510-521 - [c80]Jiaming Ye, Shangzhou Xia, Fuyuan Zhang, Paolo Arcaini
QuraTest: Integrating Quantum Specific Features in Quantum Program Testing. ASE 2023: 1149-1161 - [c79]Kaifeng Huang
Demystifying Dependency Bugs in Deep Learning Stack. ESEC/SIGSOFT FSE 2023: 450-462 - [c78]Xinyu Gao
Benchmarking Robustness of AI-Enabled Multi-sensor Fusion Systems: Challenges and Opportunities. ESEC/SIGSOFT FSE 2023: 871-882 - [c77]Fuyuan Zhang
DeepRover: A Query-Efficient Blackbox Attack for Deep Neural Networks. ESEC/SIGSOFT FSE 2023: 1384-1394 - [c76]Zhibo Liu, Yuanyuan Yuan, Shuai Wang, Xiaofei Xie, Lei Ma:
Decompiling x86 Deep Neural Network Executables. USENIX Security Symposium 2023: 7357-7374 - [d1]Xinyu Gao
Benchmarking Robustness of AI-enabled Multi-sensor Fusion Systems: Challenges and Opportunities. Zenodo, 2023 - [i75]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]Yi Liu, Yuekang Li
ASTER: Automatic Speech Recognition System Accessibility Testing for Stutterers. CoRR abs/2308.15742 (2023) - [i58]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]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]Shuangzhi Li, Lei Ma, Xingyu Li:
Domain Generalization of 3D Object Detection by Density-Resampling. CoRR abs/2311.10845 (2023) - [i55]Jiawen Wen, Dong Yuan, Lei Ma, Huaming Chen:
Code Ownership in Open-Source AI Software Security. CoRR abs/2312.10861 (2023) - 2022
- [j21]Zhuo Li, Yuechen Wu, Lei Ma, Xiaofei Xie
GBGallery : A benchmark and framework for game testing. Empir. Softw. Eng. 27(6): 140 (2022) - [j20]Xiongfei Wu
On the usage and development of deep learning compilers: an empirical study on TVM. Empir. Softw. Eng. 27(7): 172 (2022) - [j19]Felix Juefei-Xu
Countering Malicious DeepFakes: Survey, Battleground, and Horizon. Int. J. Comput. Vis. 130(7): 1678-1734 (2022) - [j18]Jiaming Ye
Vulpedia: Detecting vulnerable ethereum smart contracts via abstracted vulnerability signatures. J. Syst. Softw. 192: 111410 (2022) - [j17]Feng Gao, Xiangyu Mu
MLTDNet: an efficient multi-level transformer network for single image deraining. Neural Comput. Appl. 34(16): 14013-14027 (2022) - [j16]Xuhong Ren, Jianlang Chen, Felix Juefei-Xu, Wanli Xue, Qing Guo
DARTSRepair: Core-failure-set guided DARTS for network robustness to common corruptions. Pattern Recognit. 131: 108864 (2022) - [j15]Shangwei Guo
Byzantine-Resilient Decentralized Stochastic Gradient Descent. IEEE Trans. Circuits Syst. Video Technol. 32(6): 4096-4106 (2022) - [j14]Haijun Wang, Ye Liu
Oracle-Supported Dynamic Exploit Generation for Smart Contracts. IEEE Trans. Dependable Secur. Comput. 19(3): 1795-1809 (2022) - [j13]Alvin Chan
Breaking Neural Reasoning Architectures With Metamorphic Relation-Based Adversarial Examples. IEEE Trans. Neural Networks Learn. Syst. 33(11): 6976-6982 (2022) - [j12]Xiaofei Xie
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]Huangzhao Zhang
Towards Robustness of Deep Program Processing Models - Detection, Estimation, and Enhancement. ACM Trans. Softw. Eng. Methodol. 31(3): 50:1-50:40 (2022) - [j10]Lizhi Liao
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]Qiang Hu
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]Bing Yu, Hua Qi, Qing Guo
DeepRepair: Style-Guided Repairing for Deep Neural Networks in the Real-World Operational Environment. IEEE Trans. Reliab. 71(4): 1401-1416 (2022) - [j7]Jie M. Zhang
Machine Learning Testing: Survey, Landscapes and Horizons. IEEE Trans. Software Eng. 48(2): 1-36 (2022) - [c75]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]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]Yan-Fu Li, Yinxing Xue, Lei Ma, Shengjian Guo, Guozhu Meng:
Message from the RAIS 2022 Chairs. ISSRE Workshops 2022: xxxviii - [c72]Liming Zhai, Qing Guo, Xiaofei Xie
A3GAN: Attribute-Aware Anonymization Networks for Face De-identification. ACM Multimedia 2022: 5303-5313 - [c71]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 - [i54]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]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]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]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]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]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]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]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]Zhibo Liu, Yuanyuan Yuan, Shuai Wang, Xiaofei Xie, Lei Ma:
Decompiling x86 Deep Neural Network Executables. CoRR abs/2210.01075 (2022) - [i45]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]Yinghua Li, Xueqi Dang, Haoye Tian
AI-driven Mobile Apps: an Explorative Study. CoRR abs/2212.01635 (2022) - [i43]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]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
- [c70]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]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]Zhenya Zhang
Effective Hybrid System Falsification Using Monte Carlo Tree Search Guided by QB-Robustness. CAV (1) 2021: 595-618 - [c67]Qing Guo, Ziyi Cheng, Felix Juefei-Xu, Lei Ma, Xiaofei Xie
Learning to Adversarially Blur Visual Object Tracking. ICCV 2021: 10819-10828 - [c66]Ziyi Cheng, Xuhong Ren, Felix Juefei-Xu, Wanli Xue
Deepmix: Online Auto Data Augmentation for Robust Visual Object Tracking. ICME 2021: 1-6 - [c65]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]Yan Zheng
Automatic Web Testing Using Curiosity-Driven Reinforcement Learning. ICSE 2021: 423-435 - [c63]Pengzhan Zhao
Identifying Bug Patterns in Quantum Programs. Q-SE@ICSE 2021: 16-21 - [c62]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]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]Xiaoting Du, Zheng Zheng, Lei Ma, Jianjun Zhao:
An Empirical Study on Common Bugs in Deep Learning Compilers. ISSRE 2021: 184-195 - [c59]Yihao Huang, Qing Guo, Felix Juefei-Xu, Lei Ma, Weikai Miao, Yang Liu
AdvFilter: Predictive Perturbation-aware Filtering against Adversarial Attack via Multi-domain Learning. ACM Multimedia 2021: 395-403 - [c58]Zhenya Zhang
On the Effectiveness of Signal Rescaling in Hybrid System Falsification. NFM 2021: 392-399 - [c57]Jiaming Ye
An empirical study of GUI widget detection for industrial mobile games. ESEC/SIGSOFT FSE 2021: 1427-1437 - [e1]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] - [i41]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]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]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]Pengzhan Zhao, Jianjun Zhao, Lei Ma:
Identifying Bug Patterns in Quantum Programs. CoRR abs/2103.09069 (2021) - [i37]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]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]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]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]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]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]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]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
- [j6]Li Li
CDA: Characterising Deprecated Android APIs. Empir. Softw. Eng. 25(3): 2058-2098 (2020) - [j5]Cyrille Artho
Model-based testing of Apache ZooKeeper: Fundamental API usage and watchers. Softw. Test. Verification Reliab. 30(7-8) (2020) - [j4]Guangquan Xu, Bingyan Liu, Litao Jiao, Xiaotong Li, Meiqi Feng, Kaitai Liang
Trust2Privacy: A Novel Fuzzy Trust-to-Privacy Mechanism for Mobile Social Networks. IEEE Wirel. Commun. 27(3): 72-78 (2020) - [c56]Huangzhao Zhang
Generating Adversarial Examples for Holding Robustness of Source Code Processing Models. AAAI 2020: 1169-1176 - [c55]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]Qing Guo
SPARK: Spatial-Aware Online Incremental Attack Against Visual Tracking. ECCV (25) 2020: 202-219 - [c53]Xiyue Zhang
Towards characterizing adversarial defects of deep learning software from the lens of uncertainty. ICSE 2020: 739-751 - [c52]Yuechen Wu, Yingfeng Chen, Xiaofei Xie
Regression Testing of Massively Multiplayer Online Role-Playing Games. ICSME 2020: 692-696 - [c51]Xuhong Ren, Bing Yu, Hua Qi, Felix Juefei-Xu, Zhuo Li, Wanli Xue
Few-Shot Guided Mix for DNN Repairing. ICSME 2020: 717-721 - [c50]Run Wang, Felix Juefei-Xu, Lei Ma, Xiaofei Xie, Yihao Huang
FakeSpotter: A Simple yet Robust Baseline for Spotting AI-Synthesized Fake Faces. IJCAI 2020: 3444-3451 - [c49]Xiongfei Wu
How are Deep Learning Models Similar?: An Empirical Study on Clone Analysis of Deep Learning Software. ICPC 2020: 172-183 - [c48]Xiaoning Du, Yi Li
Marble: Model-based Robustness Analysis of Stateful Deep Learning Systems. ASE 2020: 423-435 - [c47]David Berend, Xiaofei Xie
Cats Are Not Fish: Deep Learning Testing Calls for Out-Of-Distribution Awareness. ASE 2020: 1041-1052 - [c46]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]Run Wang, Felix Juefei-Xu, Yihao Huang, Qing Guo, Xiaofei Xie
DeepSonar: Towards Effective and Robust Detection of AI-Synthesized Fake Voices. ACM Multimedia 2020: 1207-1216 - [c44]Yihao Huang, Felix Juefei-Xu, Run Wang, Qing Guo, Lei Ma, Xiaofei Xie
FakePolisher: Making DeepFakes More Detection-Evasive by Shallow Reconstruction. ACM Multimedia 2020: 1217-1226 - [c43]Run Wang, Felix Juefei-Xu, Qing Guo, Yihao Huang, Xiaofei Xie
Amora: Black-box Adversarial Morphing Attack. ACM Multimedia 2020: 1376-1385 - [c42]Hua Qi, Qing Guo, Felix Juefei-Xu, Xiaofei Xie
DeepRhythm: Exposing DeepFakes with Attentional Visual Heartbeat Rhythms. ACM Multimedia 2020: 4318-4327 - [c41]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]Zi Peng, Jinqiu Yang, Tse-Hsun (Peter) Chen
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 - [i29]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]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]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]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]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]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]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]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]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]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]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]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)
2010 – 2019
- 2019
- [c39]Lei Ma, Daisuke Sakamoto
Desired Agent Embodiment in Various Smart House Tasks. HAI 2019: 324-326 - [c38]Ruitao Feng, Sen Chen, Xiaofei Xie
MobiDroid: A Performance-Sensitive Malware Detection System on Mobile Platform. ICECCS 2019: 61-70 - [c37]Bai Xue, Yang Liu
Safe Inputs Approximation for Black-Box Systems. ICECCS 2019: 180-189 - [c36]Yang Liu
Secure Deep Learning Engineering: A Road Towards Quality Assurance of Intelligent Systems. ICFEM 2019: 3-15 - [c35]Haijun Wang, Yi Li
Vultron: catching vulnerable smart contracts once and for all. ICSE (NIER) 2019: 1-4 - [c34]Xiaofei Xie
DiffChaser: Detecting Disagreements for Deep Neural Networks. IJCAI 2019: 5772-5778 - [c33]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]Xiaofei Xie
DeepHunter: a coverage-guided fuzz testing framework for deep neural networks. ISSTA 2019: 146-157 - [c31]Chao Xie, Hua Qi, Lei Ma, Jianjun Zhao:
DeepVisual: a visual programming tool for deep learning systems. ICPC 2019: 130-134 - [c30]Yan Zheng
Wuji: Automatic Online Combat Game Testing Using Evolutionary Deep Reinforcement Learning. ASE 2019: 772-784 - [c29]Qianyu Guo, Sen Chen, Xiaofei Xie
An Empirical Study Towards Characterizing Deep Learning Development and Deployment Across Different Frameworks and Platforms. ASE 2019: 810-822 - [c28]Xiaoning Du, Xiaofei Xie
A Quantitative Analysis Framework for Recurrent Neural Network. ASE 2019: 1062-1065 - [c27]Qiang Hu, Lei Ma, Xiaofei Xie
DeepMutation++: A Mutation Testing Framework for Deep Learning Systems. ASE 2019: 1158-1161 - [c26]Xiaofei Xie
Coverage-Guided Fuzzing for Feedforward Neural Networks. ASE 2019: 1162-1165 - [c25]Xiaoning Du, Xiaofei Xie
DeepStellar: model-based quantitative analysis of stateful deep learning systems. ESEC/SIGSOFT FSE 2019: 477-487 - [c24]Yanjie Zhao, Haoyu Wang, Lei Ma, Yuxin Liu, Li Li, John Grundy:
Knowledge Graphing Git Repositories: A Preliminary Study. SANER 2019: 599-603 - [c23]Lei Ma, Felix Juefei-Xu, Minhui Xue
DeepCT: Tomographic Combinatorial Testing for Deep Learning Systems. SANER 2019: 614-618 - [i17]Jie M. Zhang, Mark Harman, Lei Ma, Yang Liu:
Machine Learning Testing: Survey, Landscapes and Horizons. CoRR abs/1906.10742 (2019) - [i16]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]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]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]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]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]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]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
- [c22]Qiang Hu, Lei Ma, Jianjun Zhao:
DeepGraph: A PyCharm Tool for Visualizing and Understanding Deep Learning Models. APSEC 2018: 628-632 - [c21]Jakub Breier, Xiaolu Hou
Practical Fault Attack on Deep Neural Networks. CCS 2018: 2204-2206 - [c20]Lei Ma, Fuyuan Zhang, Jiyuan Sun, Minhui Xue
DeepMutation: Mutation Testing of Deep Learning Systems. ISSRE 2018: 100-111 - [c19]Lei Ma, Felix Juefei-Xu, Fuyuan Zhang, Jiyuan Sun, Minhui Xue
DeepGauge: multi-granularity testing criteria for deep learning systems. ASE 2018: 120-131 - [c18]Li Li, Jun Gao
Characterising deprecated Android APIs. MSR 2018: 254-264 - [i9]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]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]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]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]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]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]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]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]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) - 2017
- [j3]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) - [c17]Lei Ma, Bing Yu, Hiroyuki Sato, Yadong Wang:
Collaborative Computation Offloading in Heterogeneous Asynchronous Cloud Environment. COMPSAC (1) 2017: 929-934 - [c16]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
- [j2]Alexander Kohan, Mitsuharu Yamamoto, Cyrille Artho, Yoriyuki Yamagata
Java Pathfinder on Android Devices. ACM SIGSOFT Softw. Eng. Notes 41(6): 1-5 (2016) - [c15]Lei Ma, Cheng Zhang, Bing Yu, Jianjun Zhao:
Retrofitting automatic testing through library tests reusing. ICPC 2016: 1-4 - [c14]Yoriyuki Yamagata
Runtime Monitoring for Concurrent Systems. RV 2016: 386-403 - [c13]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]Cyrille Artho, Lei Ma:
Classification of Randomly Generated Test Cases. VST@SANER 2016: 29-32 - [c11]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]Bing Yu, Lei Ma, Cheng Zhang:
Incremental Web Application Testing Using Page Object. HotWeb 2015: 1-6 - [c9]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]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]Lei Ma, Cyrille Artho, Cheng Zhang, Hiroyuki Sato, Johannes Gmeiner, Rudolf Ramler:
GRT: Program-Analysis-Guided Random Testing (T). ASE 2015: 212-223 - [c6]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
- [j1]Lei Ma, Cyrille Artho, Hiroyuki Sato:
Improving Automatic Centralization by Version Separation. Inf. Media Technol. 9(1): 48-60 (2014) - [c5]Lei Ma, Cyrille Artho, Cheng Zhang, Hiroyuki Sato:
Efficient testing of software product lines via centralization (short paper). GPCE 2014: 49-52 - [c4]Lei Ma, Cyrille Artho, Hiroyuki Sato:
Project centralization based on graph coloring. SAC 2014: 1086-1093 - 2013
- [c3]Lei Ma, Cyrille Artho, Hiroyuki Sato:
Analyzing Distributed Java Applications by Automatic Centralization. COMPSAC Workshops 2013: 691-696 - [c2]Kentaro Ishii, Haipeng Mi
Pebbles: User-Configurable Device Network for Robot Navigation. INTERACT (2) 2013: 420-436 - 2012
- [c1]Haipeng Mi
Pebbles: an interactive configuration tool for indoor robot navigation. UIST (Adjunct Volume) 2012: 11-12
Coauthor Index
Cyrille Artho
aka: Cyrille Valentin Artho
aka: Cyrille Valentin Artho
[j31] [c102] [i94] [i84] [i82] [j26] [c81] [i59] [i57] [j19] [j16] [j13] [j12] [j8] [i53] [i52] [i47] [i45] [c70] [c67] [c66] [c59] [i40] [i37] [i36] [i35] [i34] [i30] [c54] [c51] [c50] [c45] [c44] [c43] [c42] [c41] [i29] [i28] [i25] [i24] [i23] [i22] [i21] [i20] [i19] [i18] [c32] [c23] [i16] [i12] [c20] [c19] [i9] [i8] [i5] [i4] [i3]
[j40] [j37] [j27] [j23] [c81] [i59] [j19] [j15] [j14] [j13] [j12] [j11] [j7] [c72] [i52] [i50] [c70] [c69] [c67] [c65] [c64] [c59] [i40] [i39] [i36] [i35] [i34] [i33] [c56] [c55] [c54] [c53] [c50] [c49] [c48] [c47] [c45] [c44] [c43] [c42] [c41] [i29] [i28] [i27] [i26] [i25] [i24] [i23] [i22] [i21] [i20] [i19] [c38] [c37] [c36] [c35] [c34] [c32] [c30] [c29] [c28] [c27] [c26] [c25] [c23] [i17] [i16] [i15] [i14] [i13] [i12] [i11] [i10] [c21] [c20] [c19] [i9] [i8] [i7] [i6] [i5] [i4] [i3] [i2] [i1]
[j37] [j35] [j32] [i92] [i83] [i77] [j23] [c90] [c88] [c87] [c86] [c85] [c84] [c82] [c76] [i75] [i70] [i66] [j21] [j15] [j13] [j12] [j9] [j8] [c72] [i52] [i51] [i48] [i46] [c70] [c69] [c67] [c65] [c64] [c57] [e1] [i39] [i35] [i33] [c55] [c54] [c53] [c52] [c50] [c49] [c48] [c47] [c45] [c44] [c43] [c42] [c41] [i29] [i28] [i27] [i26] [i25] [i24] [i23] [i22] [i21] [i20] [i19] [i18] [c38] [c37] [c34] [c32] [c30] [c29] [c28] [c27] [c26] [c25] [i16] [i14] [i13] [i12] [i5] [i4] [i2] [i1]
[j39] [c103] [c102] [i96] [i94] [i91] [i79] [i76] [j26] [j24] [c90] [c88] [c86] [c82] [c80] [c77] [i75] [i71] [i70] [j20] [j18] [j16] [j8] [i47] [i42] [c70] [c68] [c67] [c66] [c63] [c60] [c58] [c57] [i38] [i37] [i35] [i31] [i30] [c53] [c51] [c49] [c48] [c47] [c42] [i27] [i23] [i18] [c36] [c32] [c31] [c29] [c28] [c27] [c26] [c25] [c23] [i14] [c22] [c20] [c19] [i9] [i8] [i6] [i5] [i3] [i2] [i1] [c15] [c11]
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