Pengcheng Dai

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 25

Top Topics

Learning Algorithm

Reinforcement Learning

Top Venues

IEEE Trans. Ind. Informatics

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.

Publications

Pengcheng Dai, He Wang, Huazhou Hou, Xusheng Qian, Wenwu Yu
Joint Spectrum and Power Allocation in Wireless Network: A Two-Stage Multi-Agent Reinforcement Learning Method. IEEE Trans. Emerg. Top. Comput. Intell. 8 (3) (2024)
Pengcheng Dai, Wenwu Yu, He Wang, Jiahui Jiang
Applications in Traffic Signal Control: A Distributed Policy Gradient Decomposition Algorithm. IEEE Trans. Ind. Informatics 20 (2) (2024)
Jixin Liu, Pengcheng Dai, Guang Han, Ning Sun
Combined CNN/RNN video privacy protection evaluation method for monitoring home scene violence. Comput. Electr. Eng. 106 (2023)
Pengcheng Dai, Hongzhe Liu, Wenwu Yu, He Wang
Distributed Neural Learning Algorithms for Multiagent Reinforcement Learning. IEEE Internet Things J. 10 (23) (2023)
Pengcheng Dai, Wenwu Yu, He Wang, Simone Baldi
Distributed Actor-Critic Algorithms for Multiagent Reinforcement Learning Over Directed Graphs. IEEE Trans. Neural Networks Learn. Syst. 34 (10) (2023)
Jianlei Yang, Wenzhi Fu, Xingzhou Cheng, Xucheng Ye, Pengcheng Dai, Weisheng Zhao
Engine: A Novel Systolic Architecture for Sparse Convolutional Neural Networks. IEEE Trans. Computers 71 (6) (2022)
Pengcheng Dai, Wenwu Yu, Duxin Chen
Distributed Q-Learning Algorithm for Dynamic Resource Allocation With Unknown Objective Functions and Application to Microgrid. IEEE Trans. Cybern. 52 (11) (2022)
Ao Zhou, Jianlei Yang, Yeqi Gao, Tong Qiao, Yingjie Qi, Xiaoyi Wang, Yunli Chen, Pengcheng Dai, Weisheng Zhao, Chunming Hu
Brief Industry Paper: optimizing Memory Efficiency of Graph Neural Networks on Edge Computing Platforms. RTAS (2021)
Jianlei Yang, Wenzhi Fu, Xingzhou Cheng, Xucheng Ye, Pengcheng Dai, Weisheng Zhao
S2Engine: A Novel Systolic Architecture for Sparse Convolutional Neural Networks. CoRR (2021)
Ao Zhou, Jianlei Yang, Yeqi Gao, Tong Qiao, Yingjie Qi, Xiaoyi Wang, Yunli Chen, Pengcheng Dai, Weisheng Zhao, Chunming Hu
Optimizing Memory Efficiency of Graph Neural Networks on Edge Computing Platforms. CoRR (2021)
Pengcheng Dai, Wenwu Yu, Guanghui Wen, Simone Baldi
Distributed Reinforcement Learning Algorithm for Dynamic Economic Dispatch With Unknown Generation Cost Functions. IEEE Trans. Ind. Informatics 16 (4) (2020)
Pengcheng Dai, Wenwu Yu, He Wang, Guanghui Wen, Yuezu Lv
Distributed Reinforcement Learning for Cyber-Physical System With Multiple Remote State Estimation Under DoS Attacker. IEEE Trans. Netw. Sci. Eng. 7 (4) (2020)
Xucheng Ye, Pengcheng Dai, Junyu Luo, Xin Guo, Yingjie Qi, Jianlei Yang, Yiran Chen
Accelerating CNN Training by Pruning Activation Gradients. ECCV (25) (2020)
Bi Wu, Weisheng Zhao, Xiaobo Sharon Hu, Pengcheng Dai, Zhaohao Wang, Chao Wang, Ying Wang, Jianlei Yang, Yuanqing Cheng, Dijun Liu, Youguang Zhang
Bulkyflip: A NAND-SPIN-Based Last-Level Cache With Bandwidth-Oriented Write Management Policy. IEEE Trans. Circuits Syst. I Regul. Pap. (1) (2020)
Pengcheng Dai, Jianlei Yang, Xucheng Ye, Xingzhou Cheng, Junyu Luo, Linghao Song, Yiran Chen, Weisheng Zhao
SparseTrain: Exploiting Dataflow Sparsity for Efficient Convolutional Neural Networks Training. DAC (2020)
Xiaotao Jia, Jianlei Yang, Pengcheng Dai, Runze Liu, Yiran Chen, Weisheng Zhao
SPINBIS: Spintronics-Based Bayesian Inference System With Stochastic Computing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (4) (2020)
Pengcheng Dai, Jianlei Yang, Xucheng Ye, Xingzhou Cheng, Junyu Luo, Linghao Song, Yiran Chen, Weisheng Zhao
SparseTrain: Exploiting Dataflow Sparsity for Efficient Convolutional Neural Networks Training. CoRR (2020)
Bi Wu, Pengcheng Dai, Yuanqing Cheng, Ying Wang, Jianlei Yang, Zhaohao Wang, Dijun Liu, Weisheng Zhao
A Novel High Performance and Energy Efficient NUCA Architecture for STT-MRAM LLCs With Thermal Consideration. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (4) (2020)
Xucheng Ye, Jianlei Yang, Pengcheng Dai, Yiran Chen, Weisheng Zhao
Accelerating CNN Training by Sparsifying Activation Gradients. CoRR (2019)
Xiaotao Jia, Jianlei Yang, Pengcheng Dai, Runze Liu, Yiran Chen, Weisheng Zhao
SPINBIS: Spintronics based Bayesian Inference System with Stochastic Computing. CoRR (2019)
Mu Hu, Pengcheng Dai, Huiping Lin, Guanlan Kong
Improving the Station-Level Demand Prediction by Using Feature Engineering in Bike Sharing Systems. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2018)
Wenzhi Fu, Jianlei Yang, Pengcheng Dai, Yiran Chen, Weisheng Zhao
A Scalable Pipelined Dataflow Accelerator for Object Region Proposals on FPGA Platform. CoRR (2018)
Wenzhi Fu, Jianlei Yang, Pengcheng Dai, Yiran Chen, Weisheng Zhao
A Scalable Pipelined Dataflow Accelerator for Object Region Proposals on FPGA Platform. FPT (2018)
Pengcheng Dai, Changxiong Song, Huiping Lin, Pei Jia, Zhipeng Xu
Cluster-Based Destination Prediction in Bike Sharing System. AICCC (2018)
Bi Wu, Yuanqing Cheng, Pengcheng Dai, Jianlei Yang, Youguang Zhang, Dijun Liu, Ying Wang, Weisheng Zhao
Thermosiphon: A thermal aware NUCA architecture for write energy reduction of the STT-MRAM based LLCs. ICCAD (2017)
Ryan J. Leduc, Pengcheng Dai, Raoguang Song
Synthesis Method for Hierarchical Interface-Based Supervisory Control. IEEE Trans. Autom. Control. 54 (7) (2009)
Ryan J. Leduc, Pengcheng Dai
Synthesis Method for Hierarchical Interface-based Supervisory Control. ACC (2007)
Ryan J. Leduc, Mark Lawford, Pengcheng Dai
Hierarchical interface-based supervisory control of a flexible manufacturing system. IEEE Trans. Control. Syst. Technol. 14 (4) (2006)