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Pengcheng Dai
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2020 – today
- 2024
- [j14]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): 2364-2374 (2024) - [j13]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): 2762-2775 (2024) - 2023
- [j12]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: 108614 (2023) - [j11]Pengcheng Dai, Hongzhe Liu, Wenwu Yu, He Wang:
Distributed Neural Learning Algorithms for Multiagent Reinforcement Learning. IEEE Internet Things J. 10(23): 21039-21060 (2023) - [j10]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): 7210-7221 (2023) - 2022
- [j9]Jianlei Yang, Wenzhi Fu, Xingzhou Cheng, Xucheng Ye, Pengcheng Dai, Weisheng Zhao:
S2 Engine: A Novel Systolic Architecture for Sparse Convolutional Neural Networks. IEEE Trans. Computers 71(6): 1440-1452 (2022) - [j8]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): 12340-12350 (2022) - 2021
- [c8]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: 445-448 - [i6]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 abs/2104.03058 (2021) - [i5]Jianlei Yang, Wenzhi Fu, Xingzhou Cheng, Xucheng Ye, Pengcheng Dai, Weisheng Zhao:
S2Engine: A Novel Systolic Architecture for Sparse Convolutional Neural Networks. CoRR abs/2106.07894 (2021) - 2020
- [j7]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): 789-802 (2020) - [j6]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): 803-815 (2020) - [j5]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. 67-I(1): 108-120 (2020) - [j4]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): 2258-2267 (2020) - [j3]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): 3212-3222 (2020) - [c7]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: 1-6 - [c6]Xucheng Ye, Pengcheng Dai, Junyu Luo, Xin Guo, Yingjie Qi, Jianlei Yang, Yiran Chen:
Accelerating CNN Training by Pruning Activation Gradients. ECCV (25) 2020: 322-338 - [i4]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 abs/2007.13595 (2020)
2010 – 2019
- 2019
- [i3]Xiaotao Jia, Jianlei Yang, Pengcheng Dai, Runze Liu, Yiran Chen, Weisheng Zhao:
SPINBIS: Spintronics based Bayesian Inference System with Stochastic Computing. CoRR abs/1902.06886 (2019) - [i2]Xucheng Ye, Jianlei Yang, Pengcheng Dai, Yiran Chen, Weisheng Zhao:
Accelerating CNN Training by Sparsifying Activation Gradients. CoRR abs/1908.00173 (2019) - 2018
- [c5]Pengcheng Dai, Changxiong Song, Huiping Lin, Pei Jia, Zhipeng Xu:
Cluster-Based Destination Prediction in Bike Sharing System. AICCC 2018: 1-8 - [c4]Wenzhi Fu, Jianlei Yang, Pengcheng Dai, Yiran Chen, Weisheng Zhao:
A Scalable Pipelined Dataflow Accelerator for Object Region Proposals on FPGA Platform. FPT 2018: 346-349 - [c3]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: 2103-2108 - [i1]Wenzhi Fu, Jianlei Yang, Pengcheng Dai, Yiran Chen, Weisheng Zhao:
A Scalable Pipelined Dataflow Accelerator for Object Region Proposals on FPGA Platform. CoRR abs/1810.12137 (2018) - 2017
- [c2]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: 474-481
2000 – 2009
- 2009
- [j2]Ryan J. Leduc, Pengcheng Dai, Raoguang Song:
Synthesis Method for Hierarchical Interface-Based Supervisory Control. IEEE Trans. Autom. Control. 54(7): 1548-1560 (2009) - 2007
- [c1]Ryan J. Leduc, Pengcheng Dai:
Synthesis Method for Hierarchical Interface-based Supervisory Control. ACC 2007: 4260-4267 - 2006
- [j1]Ryan J. Leduc, Mark Lawford, Pengcheng Dai:
Hierarchical interface-based supervisory control of a flexible manufacturing system. IEEE Trans. Control. Syst. Technol. 14(4): 654-668 (2006)
Coauthor Index
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