Zhengyu Chen

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 57

Top Topics

Wireless Sensor Networks

Tensor Factorization

Top Venues

IEEE Trans. Ind. Electron.

Publications

Qianqian Xie, Weiguang Han, Zhengyu Chen, Ruoyu Xiang, Xiao Zhang, Yueru He, Mengxi Xiao, Dong Li, Yongfu Dai, Duanyu Feng, Yijing Xu, Haoqiang Kang, Ziyan Kuang, Chenhan Yuan, Kailai Yang, Zheheng Luo, Tianlin Zhang, Zhiwei Liu, Guojun Xiong, Zhiyang Deng, Yuechen Jiang, Zhiyuan Yao, Haohang Li, Yangyang Yu, Gang Hu, Jiajia Huang, Xiao-Yang Liu, Alejandro Lopez-Lira, Benyou Wang, Yanzhao Lai, Hao Wang, Min Peng, Sophia Ananiadou, Jimin Huang
The FinBen: An Holistic Financial Benchmark for Large Language Models. CoRR (2024)
Yuyan Chen, Zhihao Wen, Ge Fan, Zhengyu Chen, Wei Wu, Dayiheng Liu, Zhixu Li, Bang Liu, Yanghua Xiao
MAPO: Boosting Large Language Model Performance with Model-Adaptive Prompt Optimization. CoRR (2024)
Zhengyu Chen, Qinghua Huang
Sound Event Localization and Detection Using Parallel Multi-attention Enhancement. Circuits Syst. Signal Process. 43 (1) (2024)
Yuyan Chen, Zhihao Wen, Ge Fan, Zhengyu Chen, Wei Wu, Dayiheng Liu, Zhixu Li, Bang Liu, Yanghua Xiao
MAPO: Boosting Large Language Model Performance with Model-Adaptive Prompt Optimization. EMNLP (Findings) (2023)
Guobing Hu, Zhengyu Chen, Pinjiao Zhao, Li Yang
Graph-based confidence verification for BPSK signal analysis under low SNRs. Signal Process. 206 (2023)
Xusheng Zhang, Wei Zhang, Yishu Gong, Liangliang Yang, Jianyu Zhang, Zhengyu Chen, Sihong He
Robustness Evaluation of Multi-Agent Reinforcement Learning Algorithms using GNAs. Tiny Papers @ ICLR (2023)
Yanru Chen, Zhengyu Chen, Yuanyuan Zhang, Zhiyuan Luo, Yang Li, Bin Xing, Bing Guo, Liangyin Chen
Physical Layer Key Generation Scheme for MIMO System Based on Feature Fusion Autoencoder. IEEE Internet Things J. 10 (16) (2023)
Zhengyu Chen, Dawei Huang, Mingran Wang, Bowen Yang, Jinuk Luke Shin, Changran Hu, Bo Li, Raghu Prabhakar, Gao Deng, Yongning Sheng, Sihua Fu, Lu Yuan, Tian Zhao, Yun Du, Chen Liu, Jun Yang, Viren Shah, Venkat Srinivasan, Sumti Jairath
AI SoC Design Challenges in the Foundation Model Era. CICC (2023)
Ryien Hosseini, Filippo Simini, Venkatram Vishwanath, Ramakrishnan Sivakumar, Sanjif Shanmugavelu, Zhengyu Chen, Lev Zlotnik, Mingran Wang, Philip Colangelo, Andrew Deng, Philip Lassen, Shukur Pathan
Exploring the Use of Dataflow Architectures for Graph Neural Network Workloads. ISC Workshops (2023)
Qiantong Xu, Fenglu Hong, Bo Li, Changran Hu, Zhengyu Chen, Jian Zhang
On the Tool Manipulation Capability of Open-source Large Language Models. CoRR (2023)
Kaizhao Liang, Xu Cao, Kuei-Da Liao, Tianren Gao, Wenqian Ye, Zhengyu Chen, Jianguo Cao, Tejas Nama, Jimeng Sun
PIE: Simulating Disease Progression via Progressive Image Editing. CoRR (2023)
Jin Sun, Zhengyu Chen, Fu Wang
A Novel ML-Aided Methodology for SINS/GPS Integrated Navigation Systems during GPS Outages. Remote. Sens. 14 (23) (2022)
Jiapeng Liu, Biao Zhao, Wenpeng Zhou, Gang Lyu, Zhengyu Chen, Chaoqun Xu, Zhanqing Yu, Rong Zeng
Precise Measurement Methodology of nH-Level Gate Electrode Inductance Based on Calculation-Error-Free Algorithm for Unity-Gain Turn-Off Devices. IEEE Trans. Ind. Electron. 68 (8) (2021)
Zhengyu Chen, Jie Gu
High-Throughput Dynamic Time Warping Accelerator for Time-Series Classification With Pipelined Mixed-Signal Time-Domain Computing. IEEE J. Solid State Circuits 56 (2) (2021)
Zhengyu Chen, Xi Chen, Jie Gu
15.3 A 65nm 3T Dynamic Analog RAM-Based Computing-in-Memory Macro and CNN Accelerator with Retention Enhancement, Adaptive Analog Sparsity and 44TOPS/W System Energy Efficiency. ISSCC (2021)
Zhengyu Chen, Ziqing Xu, Donglin Wang
Deep Transfer Tensor Decomposition with Orthogonal Constraint for Recommender Systems. AAAI (2021)
Shiqi Chen, Zhengyu Chen, Donglin Wang
Adaptive Adversarial Training for Meta Reinforcement Learning. CoRR (2021)
Sibo Gai, Zhengyu Chen, Donglin Wang
Multi-Modal Meta Continual Learning. IJCNN (2021)
Zhengyu Chen, Donglin Wang, Shiqian Yin
Improving Cold-Start Recommendation via Multi-prior Meta-learning. ECIR (2) (2021)
Zhengyu Chen, Zhanqing Yu, Biao Zhao, Jiapeng Liu, Jie Shang, Rik W. De Doncker, Rong Zeng
An Advanced 4-in Integrated Emitter Turn-off Thyristor With Ultralow Commutation Impedance to Achieve 8 kA Turn-off Capability: Comprehensive Analysis, Design, and Experiments. IEEE Trans. Ind. Electron. 68 (10) (2021)
Zhengyu Chen, Jixie Ge, Heshen Zhan, Siteng Huang, Donglin Wang
Pareto Self-Supervised Training for Few-Shot Learning. CVPR (2021)
Zhengyu Chen, Donglin Wang
Multi-Initialization Meta-Learning with Domain Adaptation. ICASSP (2021)
Chaoqun Xu, Biao Zhao, Xiangyu Zhang, Zhengyu Chen, Jiapeng Liu, Wenpeng Zhou, Zhanqing Yu, Rong Zeng
Full-Time Junction Temperature Extraction of IGCT Based on Electrothermal Model and TSEP Method for High-Power Applications. IEEE Trans. Ind. Electron. 68 (1) (2021)
Teng Xiao, Zhengyu Chen, Donglin Wang, Suhang Wang
Learning How to Propagate Messages in Graph Neural Networks. KDD (2021)
Zhengyu Chen, Jixie Ge, Heshen Zhan, Siteng Huang, Donglin Wang
Pareto Self-Supervised Training for Few-Shot Learning. CoRR (2021)
Shiqi Chen, Zhengyu Chen, Donglin Wang
Adaptive Adversarial Training for Meta Reinforcement Learning. IJCNN (2021)
Jinxin Liu, Donglin Wang, Qiangxing Tian, Zhengyu Chen
Learn Goal-Conditioned Policy with Intrinsic Motivation for Deep Reinforcement Learning. CoRR (2021)
Gauri Jagatap, Zhengyu Chen, Seyedehsara Nayer, Chinmay Hegde, Namrata Vaswani
Sample Efficient Fourier Ptychography for Structured Data. IEEE Trans. Computational Imaging 6 (2020)
Shengnan Ai, Ping Xue, Chengming Wang, Wenxin Zhang, Jui-Cheng Hsieh, Zhengyu Chen, Bin He, Xiao Zhang, Ning Zhang, Ying Gu
Fully Automatic Prediction for Efficacy of Photodynamic Therapy in Clinical Port-Wine Stains Treatment: A Pilot Study. IEEE Access 8 (2020)
Sheng Su, Sen Gu, Yiqian Zhao, Zhengyu Chen, Hanyu Wang, Wen Yang
Human-Ocular-Physiological-Characteristics- Based Adaptive Console Design. IEEE Access 8 (2020)
Shuliang Wang, Jingting Yang, Zhengyu Chen, Hanning Yuan, Jing Geng, Zhen Hai
Global and Local Tensor Factorization for Multi-criteria Recommender System. Patterns 1 (2) (2020)
Xiangyu Zhang, Zhanqing Yu, Biao Zhao, Zhengyu Chen, Gang Lv, Yulong Huang, Rong Zeng
A Novel Mixture Solid-State Switch Based on IGCT With High Capacity and IGBT With High Turn-off Ability for Hybrid DC Breakers. IEEE Trans. Ind. Electron. 67 (6) (2020)
Zhengyu Chen, Sihua Fu, Qiankai Cao, Jie Gu
A Mixed-Signal Time-Domain Generative Adversarial Network Accelerator with Efficient Subthreshold Time Multiplier and Mixed-Signal On-Chip Training for Low Power Edge Devices. VLSI Circuits (2020)
Zhengyu Chen, Jie Gu
A Scalable Pipelined Time-Domain DTW Engine for Time-Series Classification Using Multibit Time Flip-Flops With 140Giga-Cell-Updates/s Throughput. ISSCC (2019)
Zhengyu Chen, Wenjun Ruan, Yue Pu, Li Ji
Research on Port Power Participating in Power Grid Regulation Strategy Based on Multi-Agent System Technology. ICITEE (2019)
Lyuchao Liao, Chenwei Wu, Zhijie Chen, Liying Qu, Bingyu Huang, Zhengyu Chen
Emergency Event Topic Clustering Based on Keyword Co-occurrence. J. Inf. Hiding Multim. Signal Process. 10 (3) (2019)
Zhengyu Chen, Jie Gu
A Time-Domain Computing Accelerated Image Recognition Processor With Efficient Time Encoding and Non-Linear Logic Operation. IEEE J. Solid State Circuits 54 (11) (2019)
Zhengyu Chen, Sibo Gai, Donglin Wang
Deep Tensor Factorization for Multi-Criteria Recommender Systems. IEEE BigData (2019)
Zhengyu Chen, Hai Zhou, Jie Gu
Digital Compatible Synthesis, Placement and Implementation of Mixed-Signal Time-Domain Computing. DAC (2019)
Zhengyu Chen, Hai Zhou, Jie Gu
R-Accelerator: An RRAM-Based CGRA Accelerator With Logic Contraction. IEEE Trans. Very Large Scale Integr. Syst. 27 (11) (2019)
Xiangyu Zhang, Zhanqing Yu, Zhengyu Chen, Yulong Huang, Biao Zhao, Rong Zeng
Modular Design Methodology of DC Breaker Based on Discrete Metal Oxide Varistors With Series Power Electronic Devices for HVdc Application. IEEE Trans. Ind. Electron. 66 (10) (2019)
Sibo Gai, Feng Zhao, Yachen Kang, Zhengyu Chen, Donglin Wang, Ao Tang
Deep Transfer Collaborative Filtering for Recommender Systems. PRICAI (3) (2019)
Zhengyu Chen, Zhanqing Yu, Xiangyu Zhang, Tianyu Wei, Gang Lyu, Lu Qu, Yulong Huang, Rong Zeng
Analysis and Experiments for IGBT, IEGT, and IGCT in Hybrid DC Circuit Breaker. IEEE Trans. Ind. Electron. 65 (4) (2018)
Zhengyu Chen, Huanyu Wang, Geng Xie, Jie Gu
A Comprehensive Stochastic Design Methodology for Hold-Timing Resiliency in Voltage-Scalable Design. IEEE Trans. Very Large Scale Integr. Syst. 26 (10) (2018)
Na Cheng, Tongtong Zhao, Zhengyu Chen, Xianping Fu
Enhancement of underwater images by super-resolution generative adversarial networks. ICIMCS (2018)
Sky Cheung, John Y. Shin, Yenson Lau, Zhengyu Chen, Ju Sun, Yuqian Zhang, John Wright, Abhay Pasupathy
Dictionary Learning in Fourier Transform Scanning Tunneling Spectroscopy. CoRR (2018)
Zhengyu Chen, Gauri Jagatap, Seyedehsara Nayer, Chinmay Hegde, Namrata Vaswani
Low Rank Fourier Ptychography. ICASSP (2018)
Zhengyu Chen, Lei Chen, Guobing Hu, Wencai Ye, Jin Zhang, Geng Yang
Data Reconstruction in Wireless Sensor Networks From Incomplete and Erroneous Observations. IEEE Access 6 (2018)
Gauri Jagatap, Zhengyu Chen, Chinmay Hegde, Namrata Vaswani
Sub-Diffraction Imaging Using Fourier Ptychography and Structured Sparsity. ICASSP (2018)
Zhengyu Chen, Hai Zhou, Jie Gu
R-Accelerator: A Reconfigurable Accelerator with RRAM Based Logic Contraction and Resource Optimization for Application Specific Computing. ICCD (2018)
Gauri Jagatap, Zhengyu Chen, Chinmay Hegde, Namrata Vaswani
Model Corrected Low Rank Ptychography. ICIP (2018)
Zhengyu Chen, Jie Gu
An Image Recognition Processor with Time-domain Accelerators using Efficient Time Encoding and Non-linear Logic Operation. A-SSCC (2018)
Tianyu Wei, Zhanqing Yu, Rong Zeng, Zhengyu Chen, Xiangyu Zhang, Weijie Wen, Yulong Huang
A novel hybrid DC circuit breaker for nodes in multi-terminal DC system. IECON (2017)
Zhengyu Chen, Jie Gu
Analysis and Design of Energy Efficient Time Domain Signal Processing. ISLPED (2016)
Zhengyu Chen, Jianhua Sun, Hao Chen
Optimizing Checkpoint Restart with Data Deduplication. Sci. Program. 2016 (2016)
Chun-Cheng Lin, Der-Jiunn Deng, Zhengyu Chen, Kwang-Cheng Chen
Key design of driving industry 4.0: joint energy-efficient deployment and scheduling in group-based industrial wireless sensor networks. IEEE Commun. Mag. 54 (10) (2016)
Zhengyu Chen, Geng Yang, Lei Chen, Jian Xu
Constructing Maximum-Lifetime Data-Gathering Tree in WSNs Based on Compressed Sensing. Int. J. Distributed Sens. Networks 12 (5) (2016)
Lei Chen, Geng Yang, Zhengyu Chen, Fu Xiao, Jianyue Shi
Correlation consistency constrained matrix completion for web service tag refinement. Neural Comput. Appl. 26 (1) (2015)
Tao Chen, Haiping Huang, Zhengyu Chen, Yiming Wu, Hao Jiang
A Secure Routing Mechanism against Wormhole Attack in IPv6-Based Wireless Sensor Networks. PAAP (2015)
Lei Chen, Geng Yang, Zhengyu Chen, Fu Xiao, Xuxia Li
Tag Completion and Refinement for Web Service via Low-Rank Matrix Completion. PAKDD Workshops (2014)
Haiyong Wang, Geng Yang, Jian Xu, Zhengyu Chen, Zhen Yang
A Code Dissemination Protocol of Low Energy Consumption. WISM (2012)
Zhengyu Chen, Geng Yang, Lei Chen, Jian Xu, Haiyong Wang
A load-balanced data aggregation scheduling for duty-cycled wireless sensor networks. CloudCom (2012)
Xiefeng Cheng, Yan Zheng, Yewei Tao, Zhengyu Chen, Yuehui Chen
Independent Sub-Band Functions: Model and Applications. IJCNN (2007)