Kang Wei

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 73

Top Topics

Opponent Modeling

Wireless Channels

Differential Privacy

Top Venues

IEEE J. Solid State Circuits

IEEE Trans. Instrum. Meas.

IEEE Trans. Inf. Forensics Secur.

Publications

Yajiao Dai, Zhen Mei, Jun Li, Zengxiang Li, Kang Wei, Ming Ding, Sheng Guo, Wen Chen
Clustering-Based Contrastive Learning for Fault Diagnosis With Few Labeled Samples. IEEE Trans. Instrum. Meas. 73 (2024)
Lei Zhao, Junyao Tang, Xin Zhang, Kang Wei, Raveesh Magod, Cheng Huang
A 96.1% Efficiency Single-Inductor Multiple-Output (SIMO) Buck Converter With 2.1-A/ns Transient Speed and 2.2-A Maximum Current Capacity. IEEE J. Solid State Circuits 59 (8) (2024)
Zhijie Rao, Jingcai Guo, Xiaocheng Lu, Jingming Liang, Jie Zhang, Haozhao Wang, Kang Wei, Xiaofeng Cao
Dual Expert Distillation Network for Generalized Zero-Shot Learning. CoRR (2024)
Xizhan Gao, Kang Wei, Sijie Niu, Hui Zhao, Jiwen Dong
EDLRDPL_Net: A New Deep Dictionary Learning Network for SAR Image Classification. IEEE Signal Process. Lett. 31 (2024)
Xuefeng Han, Wen Chen, Jun Li, Ming Ding, Qingqing Wu, Kang Wei, Xiumei Deng, Zhen Mei
Energy-Efficient Wireless Federated Learning via Doubly Adaptive Quantization. CoRR (2024)
Xiumei Deng, Jun Li, Kang Wei, Long Shi, Zeihui Xiong, Ming Ding, Wen Chen, Shi Jin, H. Vincent Poor
Towards Communication-efficient Federated Learning via Sparse and Aligned Adaptive Optimization. CoRR (2024)
Jun Li, Weiwei Zhang, Kang Wei, Guangji Chen, Feng Shu, Wen Chen, Shi Jin
Blockchain-aided wireless federated learning: Resource allocation and client scheduling. CoRR (2024)
Lei Zhao, Junyao Tang, Kang Wei, Cheng Huang
A 4-Phase DAB Current-Mode Hysteretic Controlled Buck Converter With Relaxed Inductor Requirements and Enhanced DC and Dynamic Performance. IEEE J. Solid State Circuits 59 (5) (2024)
Jun Li, Weiwei Zhang, Kang Wei, Guangji Chen, Long Shi, Wen Chen
Deploying Graph Neural Networks in Wireless Networks: A Link Stability Viewpoint. CoRR (2024)
Yumeng Shao, Jun Li, Long Shi, Kang Wei, Ming Ding, Qianmu Li, Zengxiang Li, Wen Chen, Shi Jin
Robust Model Aggregation for Heterogeneous Federated Learning: Analysis and Optimizations. CoRR (2024)
Jing Li, Song Guo, Weifa Liang, Jianping Wang, Quan Chen, Wenchao Xu, Kang Wei, Xiaohua Jia
Mobility-Aware Utility Maximization in Digital Twin-Enabled Serverless Edge Computing. IEEE Trans. Computers 73 (7) (2024)
Xiumei Deng, Jun Li, Long Shi, Kang Wei, Ming Ding, Yumeng Shao, Wen Chen, Shi Jin
Trustworthy DNN Partition for Blockchain-enabled Digital Twin in Wireless IIoT Networks. CoRR (2024)
Xuefeng Han, Jun Li, Wen Chen, Zhen Mei, Kang Wei, Ming Ding, H. Vincent Poor
Analysis and Optimization of Wireless Federated Learning With Data Heterogeneity. IEEE Trans. Wirel. Commun. 23 (7) (2024)
Kang Wei, Jun Li, Ming Ding, Chuan Ma, Yo-Seb Jeon, H. Vincent Poor
Covert Model Poisoning Against Federated Learning: Algorithm Design and Optimization. IEEE Trans. Dependable Secur. Comput. 21 (3) (2024)
Yuwen Qian, Shuchi Wu, Kang Wei, Ming Ding, Di Xiao, Tao Xiang, Chuan Ma, Song Guo
EmInspector: Combating Backdoor Attacks in Federated Self-Supervised Learning Through Embedding Inspection. CoRR (2024)
Tianyu Yuan, Xiangjun Dai, Kang Wei, Fujun Yang
Dynamic Localization and Transient Profile Reconstruction of Internal Defect Based on a Dual-Channel Speckle Interferometer. IEEE Trans. Instrum. Meas. 73 (2024)
Junyao Tang, Jianqiang Jiang, Lei Zhao, Xin Zhang, Kang Wei, Cheng Huang
A Monolithic 3-Level Single-Inductor Multiple-Output Buck Converter with State-Based Non-Linear Control Capable of Handling 1A/1.5ns Transient with On-Die LC. CICC (2024)
Kang Wei, Jun Li, Chuan Ma, Ming Ding, Feng Shu, Haitao Zhao, Wen Chen, Hongbo Zhu
Gradient sparsification for efficient wireless federated learning with differential privacy. Sci. China Inf. Sci. 67 (4) (2024)
Xin Yuan, Wei Ni, Ming Ding, Kang Wei, Jun Li, H. Vincent Poor
Amplitude-Varying Perturbation for Balancing Privacy and Utility in Federated Learning. CoRR (2023)
Yifan Shi, Li Shen, Kang Wei, Yan Sun, Bo Yuan, Xueqian Wang, Dacheng Tao
Improving the Model Consistency of Decentralized Federated Learning. ICML (2023)
Zhijie Rao, Jingcai Guo, Xiaocheng Lu, Qihua Zhou, Jie Zhang, Kang Wei, Chenxin Li, Song Guo
Attribute-Aware Representation Rectification for Generalized Zero-Shot Learning. CoRR (2023)
Yifan Shi, Yingqi Liu, Kang Wei, Li Shen, Xueqian Wang, Dacheng Tao
Make Landscape Flatter in Differentially Private Federated Learning. CVPR (2023)
Kang Wei, Jun Li, Chuan Ma, Ming Ding, Haitao Zhao, Wen Chen, Hongbo Zhu
Gradient Sparsification for Efficient Wireless Federated Learning with Differential Privacy. CoRR (2023)
Xiumei Deng, Jun Li, Chuan Ma, Kang Wei, Long Shi, Ming Ding, Wen Chen
Low-Latency Federated Learning With DNN Partition in Distributed Industrial IoT Networks. IEEE J. Sel. Areas Commun. 41 (3) (2023)
Kang Wei, Jun Li, Chuan Ma, Ming Ding, Wen Chen, Jun Wu, Meixia Tao, H. Vincent Poor
Personalized Federated Learning With Differential Privacy and Convergence Guarantee. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Shunfeng Chu, Jun Li, Kang Wei, Yuwen Qian, Kunlun Wang, Feng Shu, Wen Chen
Design of Two-Level Incentive Mechanisms for Hierarchical Federated Learning. CoRR (2023)
Chuan Ma, Jun Li, Kang Wei, Bo Liu, Ming Ding, Long Yuan, Zhu Han, H. Vincent Poor
Trusted AI in Multiagent Systems: An Overview of Privacy and Security for Distributed Learning. Proc. IEEE 111 (9) (2023)
Jinxiang Bai, Zhe Wang, Jun Li, Long Shi, Jie Zhang, Kang Wei, Hengtao He
Opponent Modeling Based Dynamic Resource Trading for UAV-Assisted Edge Computing. VTC Fall (2023)
Muhammad Rizwan Khan, Kang Wei, Xin Zhang, Cheng Huang
A Single-Inductor 4-Phase Hybrid Switched-Capacitor Topology for Integrated 48V-to-1V DC-DC Converters. ISCAS (2023)
Yifan Shi, Yingqi Liu, Kang Wei, Li Shen, Xueqian Wang, Dacheng Tao
Make Landscape Flatter in Differentially Private Federated Learning. CoRR (2023)
Jixuan Cui, Jun Li, Zhen Mei, Kang Wei, Sha Wei, Ming Ding, Wen Chen, Song Guo
Federated Meta-Learning for Few-Shot Fault Diagnosis With Representation Encoding. IEEE Trans. Instrum. Meas. 72 (2023)
Jun Li, Dan Luo, Kang Wei, Zhen Mei, Yumeng Shao
FedSKG: Self-supervised Federated Learning with Structural Knowledge of Global Model. ICPADS (2023)
Yifan Shi, Kang Wei, Li Shen, Jun Li, Xueqian Wang, Bo Yuan, Song Guo
Efficient Federated Learning with Enhanced Privacy via Lottery Ticket Pruning in Edge Computing. CoRR (2023)
Xuefeng Han, Jun Li, Wen Chen, Zhen Mei, Kang Wei, Ming Ding, H. Vincent Poor
Analysis and Optimization of Wireless Federated Learning with Data Heterogeneity. CoRR (2023)
Jixuan Cui, Jun Li, Zhen Mei, Kang Wei, Sha Wei, Ming Ding, Wen Chen, Song Guo
Federated Meta-Learning for Few-Shot Fault Diagnosis with Representation Encoding. CoRR (2023)
Yifan Shi, Li Shen, Kang Wei, Yan Sun, Bo Yuan, Xueqian Wang, Dacheng Tao
Improving the Model Consistency of Decentralized Federated Learning. CoRR (2023)
Shuchi Wu, Chuan Ma, Kang Wei, Xiaogang Xu, Ming Ding, Yuwen Qian, Tao Xiang
Refine, Discriminate and Align: Stealing Encoders via Sample-Wise Prototypes and Multi-Relational Extraction. CoRR (2023)
Xin Yuan, Wei Ni, Ming Ding, Kang Wei, Jun Li, H. Vincent Poor
Amplitude-Varying Perturbation for Balancing Privacy and Utility in Federated Learning. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Xiumei Deng, Jun Li, Chuan Ma, Kang Wei, Long Shi, Ming Ding, Wen Chen, H. Vincent Poor
Blockchain Assisted Federated Learning Over Wireless Channels: Dynamic Resource Allocation and Client Scheduling. IEEE Trans. Wirel. Commun. 22 (5) (2023)
Yifan Shi, Kang Wei, Li Shen, Yingqi Liu, Xueqian Wang, Bo Yuan, Dacheng Tao
Towards the Flatter Landscape and Better Generalization in Federated Learning under Client-level Differential Privacy. CoRR (2023)
Chuan Ma, Jun Li, Ming Ding, Bo Liu, Kang Wei, Jian Weng, H. Vincent Poor
RDP-GAN: A Rényi-Differential Privacy Based Generative Adversarial Network. IEEE Trans. Dependable Secur. Comput. 20 (6) (2023)
Wei Sun, Kang Wei, Zhi Liu, Qiyue Li, Xiaobing Xu
Linear Quadratic Gaussian Control for Wireless Communication Reliability for a Mobile Monitoring Robot in a UHV Power Substation. IEEE Syst. J. 16 (3) (2022)
Hanchi Shen, Jun Li, Kang Wei, Pengcheng Xia, Sirui Tian, Ming Ding, Zengxiang Li
CluFL: Cluster-driven Weighted FL Model Aggregation Strategy. ICPADS (2022)
Kang Wei, Jun Li, Chuan Ma, Ming Ding, Sha Wei, Fan Wu, Guihai Chen, Thilina Ranbaduge
Vertical Federated Learning: Challenges, Methodologies and Experiments. CoRR (2022)
Xiumei Deng, Jun Li, Chuan Ma, Kang Wei, Long Shi, Ming Ding, Wen Chen
Low-latency Federated Learning with DNN Partition in Distributed Industrial IoT Networks. CoRR (2022)
Cheng Wang, Kang Wei, Lingjun Kong, Long Shi, Zhen Mei, Jun Li, Kui Cai
DNN-aided read-voltage threshold optimization for MLC flash memory with finite block length. IET Commun. 16 (2) (2022)
Kang Wei, Jun Li, Chuan Ma, Ming Ding, Cailian Chen, Shi Jin, Zhu Han, H. Vincent Poor
Low-Latency Federated Learning Over Wireless Channels With Differential Privacy. IEEE J. Sel. Areas Commun. 40 (1) (2022)
Jun Li, Yumeng Shao, Kang Wei, Ming Ding, Chuan Ma, Long Shi, Zhu Han, H. Vincent Poor
Blockchain Assisted Decentralized Federated Learning (BLADE-FL): Performance Analysis and Resource Allocation. IEEE Trans. Parallel Distributed Syst. 33 (10) (2022)
Xi Chen, Xiao Shao, Xin Pan, Gaochao Luo, Maoqiang Bi, Tianyan Jiang, Kang Wei
Feature extraction of partial discharge in low-temperature composite insulation based on VMD-MSE-IF. CAAI Trans. Intell. Technol. 7 (2) (2022)
Kang Wei, Jun Li, Ming Ding, Chuan Ma, Hang Su, Bo Zhang, H. Vincent Poor
User-Level Privacy-Preserving Federated Learning: Analysis and Performance Optimization. IEEE Trans. Mob. Comput. 21 (9) (2022)
Kang Wei, Jiwen Dong, Wei Hu, Sijie Niu, Hui Zhao, Xizhan Gao
Deep Dictionary Pair Learning for SAR Image Classification. ICANN (3) (2022)
Kang Wei, Jun Li, Chuan Ma, Ming Ding, Cailian Chen, Shi Jin, Zhu Han, H. Vincent Poor
Low-Latency Federated Learning over Wireless Channels with Differential Privacy. CoRR (2021)
Jun Li, Yumeng Shao, Kang Wei, Ming Ding, Chuan Ma, Long Shi, Zhu Han, H. Vincent Poor
Blockchain Assisted Decentralized Federated Learning (BLADE-FL): Performance Analysis and Resource Allocation. CoRR (2021)
Kang Wei, Jun Li, Ming Ding, Chuan Ma, Yo-Seb Jeon, H. Vincent Poor
Covert Model Poisoning Against Federated Learning: Algorithm Design and Optimization. CoRR (2021)
Kang Wei, Yogesh Ramadass, Dongsheng Brian Ma
Rebalancing and In-Situ Precharge Rate Regulation. IEEE J. Solid State Circuits 56 (8) (2021)
Xiumei Deng, Jun Li, Chuan Ma, Kang Wei, Long Shi, Ming Ding, Wen Chen, H. Vincent Poor
On Dynamic Resource Allocation for Blockchain Assisted Federated Learning over Wireless Channels. CoRR (2021)
Chuan Ma, Jun Li, Ming Ding, Kang Wei, Wen Chen, H. Vincent Poor
Federated Learning With Unreliable Clients: Performance Analysis and Mechanism Design. IEEE Internet Things J. 8 (24) (2021)
Chuan Ma, Jun Li, Ming Ding, Kang Wei, Wen Chen, H. Vincent Poor
Federated Learning with Unreliable Clients: Performance Analysis and Mechanism Design. CoRR (2021)
Kang Wei, Dongsheng Brian Ma
A 10-MHz DAB Hysteretic Control Switching Power Converter for 5G IoT Power Delivery. IEEE J. Solid State Circuits 56 (7) (2021)
Kang Wei, Jun Li, Ming Ding, Chuan Ma, Hang Su, Bo Zhang, H. Vincent Poor
Performance Analysis and Optimization in Privacy-Preserving Federated Learning. CoRR (2020)
Kang Wei, Jun Li, Ming Ding, Chuan Ma, Howard H. Yang, Farhad Farokhi, Shi Jin, Tony Q. S. Quek, H. Vincent Poor
Federated Learning With Differential Privacy: Algorithms and Performance Analysis. IEEE Trans. Inf. Forensics Secur. 15 (2020)
Jun Li, Yumeng Shao, Ming Ding, Chuan Ma, Kang Wei, Zhu Han, H. Vincent Poor
Blockchain Assisted Decentralized Federated Learning (BLADE-FL) with Lazy Clients. CoRR (2020)
Chuan Ma, Jun Li, Ming Ding, Bo Liu, Kang Wei, Jian Weng, H. Vincent Poor
RDP-GAN: A Rényi-Differential Privacy based Generative Adversarial Network. CoRR (2020)
Cheng Wang, Kang Wei, Lingjun Kong, Long Shi, Zhen Mei, Jun Li, Kui Cai
DNN-aided Read-voltage Threshold Optimization for MLC Flash Memory with Finite Block Length. CoRR (2020)
Kang Wei, Yogesh Ramadass, Dongsheng Brian Ma
11.1 A Direct 12V/24V-to-1V 3W 91.2%-Efficiency Tri-State DSD Power Converter with Online VCF Rebalancing and In-Situ Precharge Rate Regulation. ISSCC (2020)
Kang Wei, Bumkil Lee, Dongsheng Brian Ma
DAB Hysteretic Control Power Converter Achieving 2.5W/247ns Full Load Power Flipping and above 80% Efficiency in 99.9% Power Range for 5G IoTs. VLSI Circuits (2019)
Kang Wei, Jun Li, Lingjun Kong, Feng Shu, Francis C. M. Lau
Page-Based Dynamic Partitioning Scheduling for LDPC Decoding in MLC NAND Flash Memory. IEEE Trans. Circuits Syst. II Express Briefs (12) (2019)
Kang Wei, Jianzhi Sun, Ruijun Liu
A Review of Asset Administration Shell. IEEM (2019)
Kang Wei, Jun Li, Ming Ding, Chuan Ma, Howard H. Yang, Farhad Farokhi, Shi Jin, Tony Q. S. Quek, H. Vincent Poor
Federated Learning with Differential Privacy: Algorithms and Performance Analysis. CoRR (2019)
Kang Wei, Jun Li, Lingjun Kong, Feng Shu, Yonghui Li
Read-Voltage Optimization for Finite Code Length in MLC NAND Flash Memory. ITW (2018)
Zonghui Li, Hai Wan, Yangdong Deng, Qinghan Yu, Tianchi Li, Kang Wei, Ming Gu
Model-based adaptation to extreme physical environments: a case study on mixed-criticality industrial ethernet. ICSE (Companion Volume) (2018)
Kang Wei, Dongsheng Brian Ma
Comparative topology and power loss study for high power density and high conversion ratio integrated switching power converters. LASCAS (2017)
Lei She, Xibin Zhao, Yu Chen, Heyuan Shi, Kang Wei
轨道交通实时以太网交换机启动性能的分析与优化 (Analysis and Optimization of Boot-up Performance for Railway Real-time Ethernet Switch). 计算机科学 44 (Z11) (2017)