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Optimization-Based Post-Training Quantization With Bit-Split and Stitching 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 2, 页码: 2119-2135
Authors:  Wang, Peisong;  Chen, Weihan;  He, Xiangyu;  Chen, Qiang;  Liu, Qingshan;  Cheng, Jian
Favorite  |  View/Download：1/0  |  Submit date：2023/03/20
Deep neural networks  compression  quantization  post-training quantization  
Online Battery Protective Energy Management for Energy-Transportation Nexus 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2022, 卷号: 18, 期号: 11, 页码: 8203-8212
Authors:  Li, Shuangqi;  Zhao, Pengfei;  Gu, Chenghong;  Li, Jianwei;  Cheng, Shuang;  Xu, Minghao
Favorite  |  View/Download：32/0  |  Submit date：2022/11/14
Batteries  Aging  Vehicle-to-grid  US Department of Defense  Costs  Renewable energy sources  Reinforcement learning  Battery aging mitigation  deep reinforcement learning (DRL)  electric vehicle  microgrid (MG)  renewable energy  transportation electrification  vehicle-to-grid (V2G)  
Toward Accurate Binarized Neural Networks With Sparsity for Mobile Application 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 13
Authors:  Wang, Peisong;  He, Xiangyu;  Cheng, Jian
Favorite  |  View/Download：67/0  |  Submit date：2022/07/25
Quantization (signal)  Deep learning  Convolution  Training  Biological neural networks  Optimization  Neurons  Acceleration  binarized neural networks (BNNs)  compression  fixed-point quantization  
Block Convolution: Toward Memory-Efficient Inference of Large-Scale CNNs on FPGA 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2022, 卷号: 41, 期号: 5, 页码: 1436-1447
Authors:  Li, Gang;  Liu, Zejian;  Li, Fanrong;  Cheng, Jian
Favorite  |  View/Download：65/0  |  Submit date：2022/06/10
Convolution  Field programmable gate arrays  System-on-chip  Task analysis  Random access memory  Tensors  Memory management  Block convolution  convolutional neural network (CNN) accelerator  field-programmable gate array (FPGA)  memory efficient  off-chip transfer  
One-Shot Relation Learning for Knowledge Graphs via Neighborhood Aggregation and Paths Encoding 期刊论文
ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING, 2022, 卷号: 21, 期号: 3, 页码: 19
Authors:  Sun, Jian;  Zhou, Yu;  Zong, Chengqing
Adobe PDF(1897Kb)  |  Favorite  |  View/Download：70/7  |  Submit date：2022/06/10
One-shot learning  relation learning  knowledge graph completion  
FedFV: federated face verification via equivalent class embeddings 期刊论文
MULTIMEDIA SYSTEMS, 2022, 页码: 11
Authors:  Liu, Lingyun;  Zhang, Yifan;  Gao, Haoyuan;  Yu, Xingtao;  Cheng, Jian
Adobe PDF(1435Kb)  |  Favorite  |  View/Download：91/7  |  Submit date：2022/06/10
Equivalent class embeddings  Federated learning  Face recognition  Deep learning  
Development and Stiffness Optimization for a Flexible-Tail Robotic Fish 期刊论文
IEEE ROBOTICS AND AUTOMATION LETTERS, 2022, 卷号: 7, 期号: 2, 页码: 834-841
Authors:  Lu, Ben;  Zhou, Chao;  Wang, Jian;  Fu, Yuzhuo;  Cheng, Long;  Tan, Min
Favorite  |  View/Download：83/0  |  Submit date：2022/01/27
Biomimetics  biologically-inspired robots  mechanism design  
Online battery-protective vehicle to grid behavior management 期刊论文
ENERGY, 2022, 卷号: 243, 页码: 10
Authors:  Li, Shuangqi;  Zhao, Pengfei;  Gu, Chenghong;  Huo, Da;  Zeng, Xianwu;  Pei, Xiaoze;  Cheng, Shuang;  Li, Jianwei
Favorite  |  View/Download：50/0  |  Submit date：2022/06/10
Battery degradation  Battery protective strategy  Electric vehicle  Energy management  Energy storage system  Transportation electrification  Vehicle to grid  
Fixed-point Quantization for Vision Transformer 会议论文
, Beijing, China, 2021-10-22
Authors:  Zhexin, Li;  Peisong Wang;  Zhiyuan Wang;  Jian Cheng
Adobe PDF(940Kb)  |  Favorite  |  View/Download：70/8  |  Submit date：2022/06/15
APRIL: Finding the Achilles' Heel on Privacy for Vision Transformers 会议论文
, New Orleans, Louisiana, USA, 2022-6
Authors:  Jiahao, Lu;  Xi Sheryl, Zhang;  Tianli, Zhao;  Xiangyu, He;  Jian Cheng
Adobe PDF(2770Kb)  |  Favorite  |  View/Download：76/5  |  Submit date：2022/06/23
Trustworthy AI  Privacy-preserving machine learning