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Jiawei Zhao
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2020 – today
- 2026
- [j32]Tongqiang Fu, Qiao Hu
, Jiawei Zhao, Guangyu Jiang, Pengtao Wang, Liuhao Shan, Yuanji Yao, Yi Rong:
Optimal placement design of pressure and electric sensors for enhanced underwater source sensing. Adv. Eng. Informatics 72: 104435 (2026) - [j31]Jian Li, Hengxu Guan, Jiawei Wang, Jiawei Zhao, Xinglei Lin, Junrui Kang
BGFF-UNet: A lightweight network based on boundary-guided feature fusion mechanism for skin lesion segmentation. Appl. Soft Comput. 190: 114658 (2026) - [j30]Peng Tian
DC-Former: A lightweight asymmetric hybrid network for real-time plant disease identification in resource-constrained field environments. Comput. Electron. Agric. 245: 111553 (2026) - [j29]Shi-Yan Wang
Structure-aware coarse-to-fine upsampling network for arbitrary-scale super-resolution of remote sensing images. Eng. Appl. Artif. Intell. 164: 113046 (2026) - [j28]Shiyan Wang, Jiawei Zhao, Jiajia Tang:
Multiscale spatial-spectral attention network for arbitrary-scale hyperspectral image super-resolution. Neurocomputing 661: 131950 (2026) - [j27]Jiawei Zhao
K-FLARE: A knowledge-fused language and relational-learning framework for rumor detection. Knowl. Based Syst. 334: 115089 (2026) - [i33]Zijin Yang, Yu Sun, Kejiang Chen, Jiawei Zhao, Jun Jiang, Weiming Zhang, Nenghai Yu:
WMVLM: Evaluating Diffusion Model Image Watermarking via Vision-Language Models. CoRR abs/2601.21610 (2026) - [i32]Jiawei Zhao
S4CMDR: a metadata repository for electronic health records. CoRR abs/2603.24118 (2026) - 2025
- [b1]Jiawei Zhao:
Understanding and Improving Efficiency in Training of Deep Neural Networks. doi:10.7907/jgq8-et91, USA, 2025 - [j26]Junxin Li, Chao Zhang, Wei Xia, Hei Wun Kan, Kaifang Huang, Sai Li, Mark Akinola Ige, Qiuliyang Yu, Jiawei Zhao, Xiaochun Wan, John Z. H. Zhang
Significantly enhancing human antibody affinity via deep learning and computational biology-guided single-point mutations. Briefings Bioinform. 26(5) (2025) - [j25]Dongliang Guo
PocketSCP: A Method for Spatiotemporal Topological Visualization and Analysis of Protein Pocket Dynamics. J. Chem. Inf. Model. 65(10): 5231-5241 (2025) - [j24]Jiawei Zhao, Mengwen Shi, Hongliang He:
Secure air-to-ground transmission with jamming links blocked by the eavesdropper. Phys. Commun. 69: 102618 (2025) - [j23]Jian Li, Junrui Kang
Soybean Yield Estimation Using Improved Deep Learning Models With Integrated Multisource and Multitemporal Remote Sensing Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 18: 18450-18477 (2025) - [j22]Jiawei Zhao
A New Perspective for Power Oscillation in Paralleled DSG-VSGs System With Low-Frequency Pulsed Load. IEEE Trans. Ind. Electron. 72(12): 12952-12963 (2025) - [j21]Bao Liu
MOQIEA: A Novel Multiobjective Quantum Immune Evolutionary Algorithm for Nonuniform Clustering Framework in Industrial IoT. IEEE Trans. Ind. Informatics 21(10): 7687-7697 (2025) - [c38]Jiawei Zhao, Kejiang Chen, Weiming Zhang, Nenghai Yu:
SQL Injection Jailbreak: A Structural Disaster of Large Language Models. ACL (Findings) 2025: 6871-6891 - [c37]Zhenyu Zhang, Ajay Kumar Jaiswal, Lu Yin, Shiwei Liu, Jiawei Zhao, Yuandong Tian, Zhangyang Wang:
Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients. CPAL 2025: 1035-1050 - [c36]Enming Liang
Solving Chance-Constrained AC-OPF Problem by Neural Network with Bisection-based Projection. e-Energy 2025: 864-869 - [c35]Jiawei Zhao, Yun Wang, Liwen Hou, Ling Xue:
Should A Platform Adopt the Refund-Only Policy? ICIS 2025 - [c34]Ajay Kumar Jaiswal, Yifan Wang, Lu Yin, Shiwei Liu, Runjin Chen, Jiawei Zhao, Ananth Grama, Yuandong Tian, Zhangyang Wang:
From Low Rank Gradient Subspace Stabilization to Low-Rank Weights: Observations, Theories, and Applications. ICML 2025 - [c33]Jiawei Zhao, Shunxiao Huang, Hongyi Xiong, Chunyuan Gan, Jingwen Ye, Wenyan Niu, Lin Feng
A Study on the Generation of Single Cell Droplets via the Combination of Lateral-Field Optoelectronic Tweezers and Electrowetting-on-Dielectric. IROS 2025: 283-288 - [c32]Shunxiao Huang, Jiawei Zhao, Chunyuan Gan, Zijin Zeng, Hongyi Xiong, Jingwen Ye, Wenyan Niu, Ao Wang, Chan Li, Hongyan Sun, Zaiyang Chen, Yingjian Guo, Lin Feng:
High-Precision Parallel Manipulation of Multi-Particle System Using Optoelectronic Tweezers. IROS 2025: 11484-11489 - [c31]Zhuoran Wang, Jiawei Zhao, Liang Zhang, Zheng Wang, Yining Hu:
Targeted and Transferable Adversarial Attacks on Large Vision-Language Models via Two-Stage Region-Specific Perturbations. TrustCom 2025: 282-289 - [i31]Robert Joseph George, David Pitt, Jiawei Zhao, Jean Kossaifi, Cheng Luo, Yuandong Tian, Anima Anandkumar:
Tensor-GaLore: Memory-Efficient Training via Gradient Tensor Decomposition. CoRR abs/2501.02379 (2025) - [i30]Zechun Liu, Changsheng Zhao, Hanxian Huang, Sijia Chen, Jing Zhang, Jiawei Zhao, Scott Roy, Lisa Jin, Yunyang Xiong, Yangyang Shi, Lin Xiao, Yuandong Tian, Bilge Soran, Raghuraman Krishnamoorthi, Tijmen Blankevoort, Vikas Chandra:
ParetoQ: Scaling Laws in Extremely Low-bit LLM Quantization. CoRR abs/2502.02631 (2025) - [i29]Cheng Luo, Zefan Cai, Hanshi Sun, Jinqi Xiao, Bo Yuan, Wen Xiao, Junjie Hu, Jiawei Zhao, Beidi Chen, Anima Anandkumar:
HeadInfer: Memory-Efficient LLM Inference by Head-wise Offloading. CoRR abs/2502.12574 (2025) - [i28]DiJia Su, Andrew Gu, Jane Xu, Yuandong Tian, Jiawei Zhao:
GaLore 2: Large-Scale LLM Pre-Training by Gradient Low-Rank Projection. CoRR abs/2504.20437 (2025) - [i27]Haizhong Zheng, Yang Zhou, Brian R. Bartoldson, Bhavya Kailkhura
Act Only When It Pays: Efficient Reinforcement Learning for LLM Reasoning via Selective Rollouts. CoRR abs/2506.02177 (2025) - [i26]Yichao Fu, Xuewei Wang, Yuandong Tian, Jiawei Zhao:
Deep Think with Confidence. CoRR abs/2508.15260 (2025) - [i25]Jiawei Zhao, Yuang Qi, Weiming Zhang, Nenghai Yu, Kejiang Chen:
PSRT: Accelerating LRM-based Guard Models via Prefilled Safe Reasoning Traces. CoRR abs/2509.21768 (2025) - [i24]Haizhong Zheng, Jiawei Zhao, Beidi Chen:
Prosperity before Collapse: How Far Can Off-Policy RL Reach with Stale Data on LLMs? CoRR abs/2510.01161 (2025) - [i23]Hanqing Zhu, Zhenyu Zhang, Hanxian Huang, DiJia Su, Zechun Liu, Jiawei Zhao, Igor Fedorov, Hamed Pirsiavash, Zhizhou Sha, Jinwon Lee, David Z. Pan, Zhangyang Wang, Yuandong Tian, Kai Sheng Tai:
The Path Not Taken: RLVR Provably Learns Off the Principals. CoRR abs/2511.08567 (2025) - 2024
- [j20]Chunyan Luo, Jiawei Zhao, Hui Sun:
A Genetic Algorithm and Fuzzy Neural Network-Based Intelligent Temperature Control Decision Model for Coagulation Cooling Systems. J. Circuits Syst. Comput. 33(16): 2450297:1-2450297:21 (2024) - [j19]Leming Zhou
Dynamic Power Balancing Control Method for Energy Storage DC/DC Parallel Supply System With Low-Frequency Pulsed Load. IEEE Trans. Ind. Electron. 71(6): 5766-5776 (2024) - [j18]Jiawei Zhao
Silent Guardian: Protecting Text From Malicious Exploitation by Large Language Models. IEEE Trans. Inf. Forensics Secur. 19: 8600-8615 (2024) - [j17]Robert Joseph George, Jiawei Zhao, Jean Kossaifi, Zongyi Li, Anima Anandkumar:
Incremental Spatial and Spectral Learning of Neural Operators for Solving Large-Scale PDEs. Trans. Mach. Learn. Res. 2024 (2024) - [j16]Shanmin Pang
A Mutually Textual and Visual Refinement Network for Image-Text Matching. IEEE Trans. Multim. 26: 7555-7566 (2024) - [j15]Jiawei Zhao, Hongliang He
Constellation Superposition and Artificial Noise Against Interior and Exterior Eavesdropping in Bidirectional Untrusted Relaying Systems. IEEE Wirel. Commun. Lett. 13(12): 3648-3652 (2024) - [c30]Zihui Zhang
Research and Implementation of Automatic Verification of Station Code Drawing Based on Artificial Intelligence. CAIBDA 2024: 179-183 - [c29]Jiawei Zhao, Yiting Duan, Jinming Su, Wangwang Yang, Tingyi Guo, Xingyue Chen, Junfeng Luo:
Loop Mining Large-Scale Unlabeled Data for Corner Case Detection in Autonomous Driving. ECCV Workshops (7) 2024: 277-286 - [c28]Jiawei Zhao
Multi-strategy Collaborative Improvement of the Seagull Optimization Algorithm. EITCE 2024: 928-934 - [c27]Jiawei Zhao, Zhenyu Zhang, Beidi Chen, Zhangyang Wang, Anima Anandkumar, Yuandong Tian:
GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection. ICML 2024: 61121-61143 - [c26]Ao Wang
Dynamic Adaptive Imaging System on Optoelectronic Tweezers Platform. ICRA 2024: 15622-15627 - [c25]Yaqin Wu, Yan Chang, Yanzhang Geng, Xiaofeng Cao, Jiawei Zhao:
GM-LPC Based Multiband Analysis and Enhancement of Pathological Voice. ISCSLP 2024: 174-178 - [c24]Ziyue Qin, Yuanchong Wang, Jian Song, Jiawei Zhao, Noelle Wong Yoke Ling, Can Berk Saner
Building-Integrated Photovoltaics in Singapore: A Study on Technological, Economic, and Environmental Impact. iSPEC 2024: 1-6 - [c23]Cheng Luo, Jiawei Zhao, Zhuoming Chen, Beidi Chen, Animashree Anandkumar:
Mini-Sequence Transformers: Optimizing Intermediate Memory for Long Sequences Training. NeurIPS 2024 - [c22]Xinyu Yang, Jixuan Leng, Geyang Guo, Jiawei Zhao, Ryumei Nakada, Linjun Zhang, Huaxiu Yao, Beidi Chen:
S2FT: Efficient, Scalable and Generalizable LLM Fine-tuning by Structured Sparsity. NeurIPS 2024 - [c21]Shunxiao Huang, Jiawei Zhao, Chunyuan Gan, Hongyi Xiong, Jingwen Ye, Hongyan Sun, Wenyan Niu, Ao Wang, Bo Chen, Zijin Zeng
Sperm Manipulation and Selection Platform Using Optoelectronic Tweezers. ROBIO 2024: 559-564 - [i22]Jiawei Zhao, Zhenyu Zhang, Beidi Chen, Zhangyang Wang, Anima Anandkumar, Yuandong Tian:
GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection. CoRR abs/2403.03507 (2024) - [i21]Zhenyu Zhang, Ajay Jaiswal, Lu Yin, Shiwei Liu
Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients. CoRR abs/2407.08296 (2024) - [i20]Ajay Jaiswal, Lu Yin, Zhenyu Zhang, Shiwei Liu
From GaLore to WeLore: How Low-Rank Weights Non-uniformly Emerge from Low-Rank Gradients. CoRR abs/2407.11239 (2024) - [i19]Cheng Luo, Jiawei Zhao, Zhuoming Chen, Beidi Chen, Anima Anandkumar:
MINI-SEQUENCE TRANSFORMER: Optimizing Intermediate Memory for Long Sequences Training. CoRR abs/2407.15892 (2024) - [i18]Jiawei Zhao, Kejiang Chen, Xiaojian Yuan, Weiming Zhang:
Prefix Guidance: A Steering Wheel for Large Language Models to Defend Against Jailbreak Attacks. CoRR abs/2408.08924 (2024) - [i17]Jiawei Zhao, Qixing Jiang, Xuede Li, Junfeng Luo:
Focus on BEV: Self-calibrated Cycle View Transformation for Monocular Birds-Eye-View Segmentation. CoRR abs/2410.15932 (2024) - [i16]Jiawei Zhao, Kejiang Chen, Weiming Zhang, Nenghai Yu:
SQL Injection Jailbreak: a structural disaster of large language models. CoRR abs/2411.01565 (2024) - [i15]Xinyu Yang, Jixuan Leng, Geyang Guo, Jiawei Zhao, Ryumei Nakada, Linjun Zhang, Huaxiu Yao, Beidi Chen:
S2FT: Efficient, Scalable and Generalizable LLM Fine-tuning by Structured Sparsity. CoRR abs/2412.06289 (2024) - 2023
- [j14]Yue Che, Jiawei Zhao, Xuelan Zhang, Mingyao Luo
Hemodynamics of different configurations of the left subclavian artery parallel stent graft for thoracic endovascular aortic repair. Comput. Methods Programs Biomed. 241: 107741 (2023) - [c20]Chunyuan Gan, Hongyi Xiong, Jiawei Zhao, Ao Wang
Parallel Cell Array Patterning and Target Cell Lysis on an Optoelectronic Micro-Well Device. IROS 2023: 2635-2640 - [c19]Chutian Wang, Yiming Ji, Xinyun Luo, Chunyuan Gan, Jiapeng Yang, Jiawei Zhao, Luyao Wang, Lin Feng
Microrobot Control Method Based on Movement of Field Free Point in Gradient Magnetic Field. IROS 2023: 2641-2646 - [c18]Murilo M. Marinho
UMIRobot: An Open-{Software, Hardware} Low-Cost Robotic Manipulator for Education. IROS 2023: 4464-4471 - [c17]Ting Xiang, Richard Dean, Jiawei Zhao, Ninh Pham
On Deploying Mobile Deep Learning to Segment COVID-19 PCR Test Tube Images. PSIVT 2023: 394-407 - [c16]Yan Chen, Huan Cao, Yiqing Zhou, Zifan Liu, Daojin Chen, Jiawei Zhao, Jinglin Shi:
A GCN-GRU Based End-to-End LEO Satellite Network Dynamic Topology Prediction Method. WCNC 2023: 1-6 - [i14]Murilo M. Marinho, Hung-Ching Lin, Jiawei Zhao:
UMIRobot: An Open-{Software, Hardware} Low-Cost Robotic Manipulator for Education. CoRR abs/2301.06668 (2023) - [i13]Jiawei Zhao, Yifei Zhang, Beidi Chen, Florian Schäfer, Anima Anandkumar:
InRank: Incremental Low-Rank Learning. CoRR abs/2306.11250 (2023) - [i12]Jiawei Zhao, Kejiang Chen
Silent Guardian: Protecting Text from Malicious Exploitation by Large Language Models. CoRR abs/2312.09669 (2023) - 2022
- [j13]Huan Wang
Application of Hyperspectral Technology Combined With Bat Algorithm-AdaBoost Model in Field Soil Nutrient Prediction. IEEE Access 10: 100286-100299 (2022) - [j12]Nan Zhang, Jiawei Zhao
Tool Wear Monitoring Based on Transfer Learning and Improved Deep Residual Network. IEEE Access 10: 119546-119557 (2022) - [j11]Jiawei Zhao
Intelligent Matching Method for Heterogeneous Remote Sensing Images Based on Style Transfer. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 6723-6731 (2022) - [j10]Jiawei Zhao
LNS-Madam: Low-Precision Training in Logarithmic Number System Using Multiplicative Weight Update. IEEE Trans. Computers 71(12): 3179-3190 (2022) - [j9]Jiawei Zhao, Florian Schäfer, Anima Anandkumar:
ZerO Initialization: Initializing Neural Networks with only Zeros and Ones. Trans. Mach. Learn. Res. 2022 (2022) - [c15]Jiawei Zhao, Xiang Yin, Shaoyuan Li:
Temporal Logic Robot Task Planning with Active Acquisition of Information. ICCA 2022: 1014-1020 - [c14]Jiawei Zhao, Jia Qiao, Lijun Feng, Yong Zhang:
An Improved Deep-learning Network for Abnormal Action Detection. ICCBN 2022: 46-51 - [i11]Jiawei Zhao, Robert Joseph George, Yifei Zhang, Zongyi Li
Incremental Fourier Neural Operator. CoRR abs/2211.15188 (2022) - 2021
- [j8]Jiawei Zhao
Transformerless High Step-Up DC-DC Converter With Low Voltage Stress for Fuel Cells. IEEE Access 9: 10228-10238 (2021) - [j7]Jiawei Zhao
Switched-Capacitor High Voltage Gain Z-Source Converter With Common Ground and Reduced Passive Component. IEEE Access 9: 21395-21407 (2021) - [j6]Yanhui Qiu
Boost Type Multi-Input Independent Generation System With Multi-Winding Simultaneous Power Supply. IEEE Access 9: 99805-99815 (2021) - [j5]Jiawei Zhao, Rahat Masood
A Review of Computer Vision Methods in Network Security. IEEE Commun. Surv. Tutorials 23(3): 1838-1878 (2021) - [j4]Junbo Ma
Robust multi-view continuous subspace clustering. Pattern Recognit. Lett. 150: 306-312 (2021) - [j3]Yifan Zhao
RGB-D Salient Object Detection With Ubiquitous Target Awareness. IEEE Trans. Image Process. 30: 7717-7731 (2021) - [c13]Zhi Liu
Structural Dependency Self-attention Based Hierarchical Event Model for Chinese Financial Event Extraction. CCKS 2021: 76-88 - [c12]Jiawei Zhao, Wei Luo, Boxing Chen, Andrew Gilman:
Mutual-Learning Improves End-to-End Speech Translation. EMNLP (1) 2021: 3989-3994 - [c11]Jiawei Zhao, Ke Yan, Yifan Zhao, Xiaowei Guo, Feiyue Huang, Jia Li:
Transformer-based Dual Relation Graph for Multi-label Image Recognition. ICCV 2021: 163-172 - [c10]Jiawei Zhao, Yifan Zhao, Jia Li:
M3TR: Multi-modal Multi-label Recognition with Transformer. ACM Multimedia 2021: 469-477 - [i10]Jiawei Zhao, Steve Dai, Rangharajan Venkatesan, Ming-Yu Liu, Brucek Khailany, Bill Dally, Anima Anandkumar:
Low-Precision Training in Logarithmic Number System using Multiplicative Weight Update. CoRR abs/2106.13914 (2021) - [i9]Yifan Zhao, Jiawei Zhao, Jia Li, Xiaowu Chen:
RGB-D Salient Object Detection with Ubiquitous Target Awareness. CoRR abs/2109.03425 (2021) - [i8]Jiawei Zhao, Ke Yan, Yifan Zhao, Xiaowei Guo, Feiyue Huang, Jia Li:
Transformer-based Dual Relation Graph for Multi-label Image Recognition. CoRR abs/2110.04722 (2021) - [i7]Jiawei Zhao, Florian Schäfer, Anima Anandkumar:
ZerO Initialization: Initializing Residual Networks with only Zeros and Ones. CoRR abs/2110.12661 (2021) - 2020
- [c9]Mingwei Zhang, Jiawei Zhao
A Knowledge Graph Based Approach for Mobile Application Recommendation. ICSOC 2020: 355-369 - [c8]Kalana Abeywardena
Triplet Mining-based Phishing Webpage Detection. LCN 2020: 377-380 - [c7]Jiawei Zhao, Andrew Gilman:
Non-Linearity in Mapping Based Cross-Lingual Word Embeddings. LREC 2020: 3583-3589 - [c6]Jiawei Zhao, Yifan Zhao, Jia Li, Xiaowu Chen:
Is Depth Really Necessary for Salient Object Detection? ACM Multimedia 2020: 1745-1754 - [c5]Jeremy Bernstein, Jiawei Zhao, Markus Meister, Ming-Yu Liu, Anima Anandkumar, Yisong Yue:
Learning compositional functions via multiplicative weight updates. NeurIPS 2020 - [i6]Jiawei Zhao, Rahat Masood, Suranga Seneviratne:
A Review of Computer Vision Methods in Network Security. CoRR abs/2005.03318 (2020) - [i5]Jiawei Zhao, Yifan Zhao, Jia Li, Xiaowu Chen:
Is Depth Really Necessary for Salient Object Detection? CoRR abs/2006.00269 (2020) - [i4]Jeremy Bernstein, Jiawei Zhao, Markus Meister, Ming-Yu Liu, Anima Anandkumar, Yisong Yue:
Learning compositional functions via multiplicative weight updates. CoRR abs/2006.14560 (2020) - [i3]Mingwei Zhang, Jiawei Zhao, Hai Dong, Ke Deng, Ying Liu:
A Knowledge Graph based Approach for Mobile Application Recommendation. CoRR abs/2009.08621 (2020)
2010 – 2019
- 2019
- [j2]Yan Mao, Zixuan Fan, Jiawei Zhao
An emotional contagion based simulation for emergency evacuation peer behavior decision. Simul. Model. Pract. Theory 96 (2019) - [c4]Yujian Jiang, Jiawei Zhao:
Subjective Evaluation of The Correlation of Pop Music Emotion and Lighting Color. CISP-BMEI 2019: 1-5 - [c3]Jeremy Bernstein, Jiawei Zhao, Kamyar Azizzadenesheli, Anima Anandkumar:
signSGD with Majority Vote is Communication Efficient and Fault Tolerant. ICLR (Poster) 2019 - [c2]Yuanjiang Yang, Jiawei Zhao, Xiang Yin, Shaoyuan Li:
Formal Synthesis of Warehouse Robotic Systems with Temporal Logic Specifications. CIS/RAM 2019: 469-474 - [c1]Yongde Zhang, Jiawei Zhao, Yifeng Hu, Sihao Zuo:
Structural Design and Analysis of Seed Implantation Robot Based on Flexible Shaft Transmission. ROBIO 2019: 1562-1567 - 2018
- [j1]Jiaren Cai
A Handshake Protocol With Unbalanced Cost for Wireless Updating. IEEE Access 6: 18570-18581 (2018) - [i2]Hongzhi Wang, Mingda Li, Jiawei Zhao, Jianzhong Li, Hong Gao:
Mining CFD Rules on Big Data. CoRR abs/1808.01621 (2018) - [i1]Jeremy Bernstein, Jiawei Zhao, Kamyar Azizzadenesheli, Anima Anandkumar:
signSGD with Majority Vote is Communication Efficient And Byzantine Fault Tolerant. CoRR abs/1810.05291 (2018)
Coauthor Index
Anima Anandkumar
aka: Animashree Anandkumar
aka: Animashree Anandkumar
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