Pengcheng Dai

34 papers A* 1A 2C 2Journal 25Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Distributed Neural Policy Gradient Algorithm for Global Convergence of Networked Multi-Agent Reinforcement Learning.
CoRR
Pengcheng Dai, Yuanqiu Mo, Wenwu Yu, Wei Ren
2025 J jnl
Distributed Neural Policy Gradient Algorithm for Global Convergence of Networked Multiagent Reinforcement Learning.
IEEE Trans. Autom. Control.
Pengcheng Dai, Yuanqiu Mo, Wenwu Yu, Wei Ren
2025 J jnl
Distributed primal-dual algorithm for constrained multi-agent reinforcement learning under coupled policies.
CoRR
Pengcheng Dai, He Wang, Dongming Wang, Wenwu Yu
2025 J jnl
Distributed scalable coupled policy algorithm for networked multi-agent reinforcement learning.
CoRR
Pengcheng Dai, Dongming Wang, Wenwu Yu, Wei Ren
2025 J jnl
SuperFormer: Unet-Like Super Token Transformer for Medical Image Segmentation.
Int. J. Imaging Syst. Technol.
Wenshuai Zhang, Lei Wang, Pengcheng Dai, Zhiyao Liu, Juan Wang, Qun Liu
2024 J jnl
Applications in Traffic Signal Control: A Distributed Policy Gradient Decomposition Algorithm.
IEEE Trans. Ind. Informatics
Pengcheng Dai, Wenwu Yu, He Wang, Jiahui Jiang
2024 J jnl
Joint Spectrum and Power Allocation in Wireless Network: A Two-Stage Multi-Agent Reinforcement Learning Method.
IEEE Trans. Emerg. Top. Comput. Intell.
Pengcheng Dai, He Wang, Huazhou Hou, Xusheng Qian, Wenwu Yu
2023 J jnl
Combined CNN/RNN video privacy protection evaluation method for monitoring home scene violence.
Comput. Electr. Eng.
Jixin Liu, Pengcheng Dai, Guang Han, Ning Sun
2023 J jnl
Distributed Actor-Critic Algorithms for Multiagent Reinforcement Learning Over Directed Graphs.
IEEE Trans. Neural Networks Learn. Syst.
Pengcheng Dai, Wenwu Yu, He Wang, Simone Baldi
2023 J jnl
Distributed Neural Learning Algorithms for Multiagent Reinforcement Learning.
IEEE Internet Things J.
Pengcheng Dai, Hongzhe Liu, Wenwu Yu, He Wang
2022 J jnl
Distributed Q-Learning Algorithm for Dynamic Resource Allocation With Unknown Objective Functions and Application to Microgrid.
IEEE Trans. Cybern.
Pengcheng Dai, Wenwu Yu, Duxin Chen
2022 J jnl
S
IEEE Trans. Computers
Jianlei Yang, Wenzhi Fu, Xingzhou Cheng, Xucheng Ye, Pengcheng Dai, Weisheng Zhao
2021 A conf
Brief Industry Paper: optimizing Memory Efficiency of Graph Neural Networks on Edge Computing Platforms.
RTAS
Ao Zhou, Jianlei Yang, Yeqi Gao, Tong Qiao, Yingjie Qi, Xiaoyi Wang, Yunli Chen, Pengcheng Dai, Weisheng Zhao, Chunming Hu
2021 J jnl
Optimizing Memory Efficiency of Graph Neural Networks on Edge Computing Platforms.
CoRR
Ao Zhou, Jianlei Yang, Yeqi Gao, Tong Qiao, Yingjie Qi, Xiaoyi Wang, Yunli Chen, Pengcheng Dai, Weisheng Zhao, Chunming Hu
2021 J jnl
S2Engine: A Novel Systolic Architecture for Sparse Convolutional Neural Networks.
CoRR
Jianlei Yang, Wenzhi Fu, Xingzhou Cheng, Xucheng Ye, Pengcheng Dai, Weisheng Zhao
2020 J jnl
A Novel High Performance and Energy Efficient NUCA Architecture for STT-MRAM LLCs With Thermal Consideration.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Bi Wu, Pengcheng Dai, Yuanqing Cheng, Ying Wang, Jianlei Yang, Zhaohao Wang, Dijun Liu, Weisheng Zhao
2020 — conf
Accelerating CNN Training by Pruning Activation Gradients.
ECCV (25)
Xucheng Ye, Pengcheng Dai, Junyu Luo, Xin Guo, Yingjie Qi, Jianlei Yang, Yiran Chen
2020 J jnl
Bulkyflip: A NAND-SPIN-Based Last-Level Cache With Bandwidth-Oriented Write Management Policy.
IEEE Trans. Circuits Syst. I Regul. Pap.
Bi Wu, Weisheng Zhao, Xiaobo Sharon Hu, Pengcheng Dai, Zhaohao Wang, Chao Wang, Ying Wang, Jianlei Yang, Yuanqing Cheng, Dijun Liu, Youguang Zhang
2020 J jnl
Distributed Reinforcement Learning Algorithm for Dynamic Economic Dispatch With Unknown Generation Cost Functions.
IEEE Trans. Ind. Informatics
Pengcheng Dai, Wenwu Yu, Guanghui Wen, Simone Baldi
2020 J jnl
Distributed Reinforcement Learning for Cyber-Physical System With Multiple Remote State Estimation Under DoS Attacker.
IEEE Trans. Netw. Sci. Eng.
Pengcheng Dai, Wenwu Yu, He Wang, Guanghui Wen, Yuezu Lv
2020 J jnl
SPINBIS: Spintronics-Based Bayesian Inference System With Stochastic Computing.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Xiaotao Jia, Jianlei Yang, Pengcheng Dai, Runze Liu, Yiran Chen, Weisheng Zhao
2020 A* conf
SparseTrain: Exploiting Dataflow Sparsity for Efficient Convolutional Neural Networks Training.
DAC
Pengcheng Dai, Jianlei Yang, Xucheng Ye, Xingzhou Cheng, Junyu Luo, Linghao Song, Yiran Chen, Weisheng Zhao
2020 J jnl
SparseTrain: Exploiting Dataflow Sparsity for Efficient Convolutional Neural Networks Training.
CoRR
Pengcheng Dai, Jianlei Yang, Xucheng Ye, Xingzhou Cheng, Junyu Luo, Linghao Song, Yiran Chen, Weisheng Zhao
2019 J jnl
Accelerating CNN Training by Sparsifying Activation Gradients.
CoRR
Xucheng Ye, Jianlei Yang, Pengcheng Dai, Yiran Chen, Weisheng Zhao
2019 J jnl
SPINBIS: Spintronics based Bayesian Inference System with Stochastic Computing.
CoRR
Xiaotao Jia, Jianlei Yang, Pengcheng Dai, Runze Liu, Yiran Chen, Weisheng Zhao
2019 C conf
Supporting Japanese Language Learners with an Onomatopoeia Learning Site.
ICCE
Noriko Uosaki, Pengcheng Dai, Hye Rin Kong, Jacky Chun Kit Lam, Mehrasa Alizadeh
2018 — conf
A Scalable Pipelined Dataflow Accelerator for Object Region Proposals on FPGA Platform.
FPT
Wenzhi Fu, Jianlei Yang, Pengcheng Dai, Yiran Chen, Weisheng Zhao
2018 J jnl
A Scalable Pipelined Dataflow Accelerator for Object Region Proposals on FPGA Platform.
CoRR
Wenzhi Fu, Jianlei Yang, Pengcheng Dai, Yiran Chen, Weisheng Zhao
2018 — conf
Cluster-Based Destination Prediction in Bike Sharing System.
AICCC
Pengcheng Dai, Changxiong Song, Huiping Lin, Pei Jia, Zhipeng Xu
2018 — conf
Improving the Station-Level Demand Prediction by Using Feature Engineering in Bike Sharing Systems.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Mu Hu, Pengcheng Dai, Huiping Lin, Guanlan Kong
2017 A conf
Thermosiphon: A thermal aware NUCA architecture for write energy reduction of the STT-MRAM based LLCs.
ICCAD
Bi Wu, Yuanqing Cheng, Pengcheng Dai, Jianlei Yang, Youguang Zhang, Dijun Liu, Ying Wang, Weisheng Zhao
2009 J jnl
Synthesis Method for Hierarchical Interface-Based Supervisory Control.
IEEE Trans. Autom. Control.
Ryan J. Leduc, Pengcheng Dai, Raoguang Song
2007 C conf
Synthesis Method for Hierarchical Interface-based Supervisory Control.
ACC
Ryan J. Leduc, Pengcheng Dai
2006 J jnl
Hierarchical interface-based supervisory control of a flexible manufacturing system.
IEEE Trans. Control. Syst. Technol.
Ryan J. Leduc, Mark Lawford, Pengcheng Dai