Yipeng Zhou

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 126

Top Venues

CoRR

NOSSDAV

IEEE Trans. Multim.

IEEE/ACM Trans. Netw.

Chinese University of Hong Kong, Hong Kong (PHD)

Education History

Chinese University of Hong Kong, Hong Kong

PHD

Publications

Xianzhi Zhang, Yipeng Zhou, Di Wu, Shazia Riaz, Quan Z. Sheng, Miao Hu, Linchang Xiao
A Survey on Privacy-Preserving Caching at Network Edge: Classification, Solutions, and Challenges. CoRR (2024)
Chonghe Zhao, Yipeng Zhou, Shengli Zhang, Taotao Wang, Quan Z. Sheng, Song Guo
DEthna: Accurate Ethereum Network Topology Discovery with Marked Transactions. INFOCOM (2024)
Yunchao Yang, Miao Hu, Yipeng Zhou, Xuezheng Liu, Di Wu
CSRA: Robust Incentive Mechanism Design for Differentially Private Federated Learning. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Yipeng Zhou, Runze Wang, Jiahao Liu, Di Wu, Shui Yu, Yonggang Wen
Exploring the Practicality of Differentially Private Federated Learning: A Local Iteration Tuning Approach. IEEE Trans. Dependable Secur. Comput. 21 (4) (2024)
Baili Chai, Jinyu Chen, Zhenxiao Luo, Zelong Wang, Miao Hu, Yipeng Zhou, Di Wu
SDSR: Optimizing Metaverse Video Streaming via Saliency-Driven Dynamic Super-Resolution. IEEE J. Sel. Areas Commun. 42 (4) (2024)
Xiaoxin Su, Yipeng Zhou, Laizhong Cui, John C. S. Lui, Jiangchuan Liu
Fed-CVLC: Compressing Federated Learning Communications with Variable-Length Codes. CoRR (2024)
Miao Hu, Wenzhuo Yang, Zhenxiao Luo, Xuezheng Liu, Yipeng Zhou, Xu Chen, Di Wu
AutoFL: A Bayesian Game Approach for Autonomous Client Participation in Federated Edge Learning. IEEE Trans. Mob. Comput. 23 (1) (2024)
Xiaoxin Su, Yipeng Zhou, Laizhong Cui, Song Guo
Expediting In-Network Federated Learning by Voting-Based Consensus Model Compression. CoRR (2024)
Xiaoxin Su, Yipeng Zhou, Laizhong Cui, John C. S. Lui, Jiangchuan Liu
Fed-CVLC: Compressing Federated Learning Communications with Variable-Length Codes. INFOCOM (2024)
Jiating Ma, Yipeng Zhou, Laizhong Cui, Song Guo
An Optimized Sparse Response Mechanism for Differentially Private Federated Learning. IEEE Trans. Dependable Secur. Comput. 21 (4) (2024)
Chenghao Rong, Jessie Hui Wang, Jilong Wang, Yipeng Zhou, Jun Zhang
Live Migration of Video Analytics Applications in Edge Computing. IEEE Trans. Mob. Comput. 23 (3) (2024)
Xiaoxin Su, Yipeng Zhou, Laizhong Cui, Song Guo
Expediting In-Network Federated Learning by Voting-Based Consensus Model Compression. INFOCOM (2024)
Dongyuan Su, Yipeng Zhou, Laizhong Cui, Quan Z. Sheng
Communication cost-aware client selection in online federated learning: A Lyapunov approach. Comput. Networks 249 (2024)
Chonghe Zhao, Yipeng Zhou, Shengli Zhang, Taotao Wang, Quan Z. Sheng, Song Guo
DEthna: Accurate Ethereum Network Topology Discovery with Marked Transactions. CoRR (2024)
Miao Hu, Zhenxiao Luo, Amirmohammad Pasdar, Young Choon Lee, Yipeng Zhou, Di Wu
Edge-Based Video Analytics: A Survey. CoRR (2023)
Zhenxiao Luo, Zelong Wang, Miao Hu, Yipeng Zhou, Di Wu
LiveSR: Enabling Universal HD Live Video Streaming With Crowdsourced Online Learning. IEEE Trans. Multim. 25 (2023)
Jiahao Liu, Jiang Wu, Jinyu Chen, Miao Hu, Yipeng Zhou, Di Wu
FedDWA: Personalized Federated Learning with Dynamic Weight Adjustment. IJCAI (2023)
Lei Tan, Yunchao Yang, Miao Hu, Yipeng Zhou, Di Wu
FRAIM: A Feature Importance-Aware Incentive Mechanism for Vertical Federated Learning. ICA3PP (5) (2023)
Youxingzhu Deng, Yipeng Zhou, Gang Liu, Jessie Hui Wang, Shui Yu
Enhancing Federated Learning by One-Shot Transferring of Intermediate Features from Clients. DSAA (2023)
Chao Xu, Jessie Hui Wang, Jilong Wang, Tao Yu, Yipeng Zhou, Yuedong Xu, Di Wu, Changqing An
Offloading Elastic Transfers to Opportunistic Vehicular Networks Based on Imperfect Trajectory Prediction. IEEE/ACM Trans. Netw. 31 (1) (2023)
Yunchao Yang, Yipeng Zhou, Miao Hu, Di Wu, Quan Z. Sheng
BARA: Efficient Incentive Mechanism with Online Reward Budget Allocation in Cross-Silo Federated Learning. IJCAI (2023)
Jiahao Liu, Jiang Wu, Jinyu Chen, Miao Hu, Yipeng Zhou, Di Wu
FedDWA: Personalized Federated Learning with Online Weight Adjustment. CoRR (2023)
Xianzhi Zhang, Linchang Xiao, Yipeng Zhou, Miao Hu, Di Wu, Gang Liu
cRVR: A Stackelberg Game Approach for Joint Privacy-Aware Video Requesting and Edge Caching. CoRR (2023)
Jiahao Tan, Yipeng Zhou, Gang Liu, Jessie Hui Wang, Shui Yu
pFedSim: Similarity-Aware Model Aggregation Towards Personalized Federated Learning. CoRR (2023)
Laizhong Cui, Jiating Ma, Yipeng Zhou, Shui Yu
Boosting Accuracy of Differentially Private Federated Learning in Industrial IoT With Sparse Responses. IEEE Trans. Ind. Informatics 19 (1) (2023)
Yunchao Yang, Yipeng Zhou, Miao Hu, Di Wu, Quan Z. Sheng
BARA: Efficient Incentive Mechanism with Online Reward Budget Allocation in Cross-Silo Federated Learning. CoRR (2023)
Yipeng Zhou, Xuezheng Liu, Yao Fu, Di Wu, Jessie Hui Wang, Shui Yu
Optimizing the Numbers of Queries and Replies in Convex Federated Learning With Differential Privacy. IEEE Trans. Dependable Secur. Comput. 20 (6) (2023)
Zhongjie Mao, Yipeng Zhou, Jun Sun, Hao Wu, Feng Pan, Bilal Ahmad
Weakly-supervised object localization with gradient-pyramid feature. Appl. Intell. 53 (3) (2023)
Behnaz Soltani, Yipeng Zhou, Venus Haghighi, John C. S. Lui
A Survey of Federated Evaluation in Federated Learning. CoRR (2023)
Mengyu Yang, Di Wu, Zelong Wang, Miao Hu, Yipeng Zhou
Understanding and Improving Perceptual Quality of Volumetric Video Streaming. ICME (2023)
Laizhong Cui, Erchao Ni, Yipeng Zhou, Zhi Wang, Lei Zhang, Jiangchuan Liu, Yuedong Xu
Towards Real-Time Video Caching at Edge Servers: A Cost-Aware Deep Q-Learning Solution. IEEE Trans. Multim. 25 (2023)
Peng Ding, Huaming Qian, Jiabing Bao, Yipeng Zhou, Shuya Yan
L-YOLOv4: lightweight YOLOv4 based on modified RFB-s and depthwise separable convolution for multi-target detection in complex scenes. J. Real Time Image Process. 20 (4) (2023)
Xuezheng Liu, Zirui Yan, Yipeng Zhou, Di Wu, Xu Chen, Jessie Hui Wang
Optimizing Parameter Mixing Under Constrained Communications in Parallel Federated Learning. IEEE/ACM Trans. Netw. 31 (6) (2023)
Behnaz Soltani, Yipeng Zhou, Venus Haghighi, John C. S. Lui
A Survey of Federated Evaluation in Federated Learning. IJCAI (2023)
Yipeng Zhou, Huaming Qian, Peng Ding
Lite-YOLOv3: a real-time object detector based on multi-scale slice depthwise convolution and lightweight attention mechanism. J. Real Time Image Process. 20 (6) (2023)
Peng Ding, Huaming Qian, Yipeng Zhou, Shuya Yan, Shibao Feng, Shuang Yu
Real-time efficient semantic segmentation network based on improved ASPP and parallel fusion module in complex scenes. J. Real Time Image Process. 20 (3) (2023)
Peng Ding, Huaming Qian, Yipeng Zhou, Shuai Chu
Object detection method based on lightweight YOLOv4 and attention mechanism in security scenes. J. Real Time Image Process. 20 (2) (2023)
Lei Tan, Miao Hu, Yipeng Zhou, Di Wu
Analyzing the Convergence of Federated Learning with Biased Client Participation. ADMA (2) (2023)
Zeqin Wang, Ming Wen, Yuedong Xu, Yipeng Zhou, Jessie Hui Wang, Liang Zhang
Communication compression techniques in distributed deep learning: A survey. J. Syst. Archit. 142 (2023)
Yipeng Zhou, Huaming Qian, Peng Ding
MSSD: multi-scale object detector based on spatial pyramid depthwise convolution and efficient channel attention mechanism. J. Real Time Image Process. 20 (5) (2023)
Xiaoxin Su, Yipeng Zhou, Laizhong Cui, Jiangchuan Liu
On Model Transmission Strategies in Federated Learning With Lossy Communications. IEEE Trans. Parallel Distributed Syst. 34 (4) (2023)
Miao Hu, Di Wu, Yipeng Zhou, Xu Chen, Min Chen
Incentive-Aware Autonomous Client Participation in Federated Learning. IEEE Trans. Parallel Distributed Syst. 33 (10) (2022)
Xianzhi Zhang, Yipeng Zhou, Di Wu, Miao Hu, James Xi Zheng, Min Chen, Song Guo
Optimizing Video Caching at the Edge: A Hybrid Multi-Point Process Approach. IEEE Trans. Parallel Distributed Syst. 33 (10) (2022)
Miao Hu, Zhenxiao Luo, Yipeng Zhou, Xuezheng Liu, Di Wu
Otus: A Gaze Model-based Privacy Control Framework for Eye Tracking Applications. INFOCOM (2022)
Laizhong Cui, Xiaoxin Su, Yipeng Zhou
A Fast Blockchain-based Federated Learning Framework with Compressed Communications. CoRR (2022)
Miao Hu, Di Wu, Run Wu, Zhenkai Shi, Min Chen, Yipeng Zhou
RAP: A Light-Weight Privacy-Preserving Framework for Recommender Systems. IEEE Trans. Serv. Comput. 15 (5) (2022)
Lei Tan, Xiaoxi Zhang, Yipeng Zhou, Xinkai Che, Miao Hu, Xu Chen, Di Wu
AdaFed: Optimizing Participation-Aware Federated Learning With Adaptive Aggregation Weights. IEEE Trans. Netw. Sci. Eng. 9 (4) (2022)
Yipeng Zhou, Yao Fu, Zhenxiao Luo, Miao Hu, Di Wu, Quan Z. Sheng, Shui Yu
The Role of Communication Time in the Convergence of Federated Edge Learning. IEEE Trans. Veh. Technol. 71 (3) (2022)
Wenzhuo Yang, Yipeng Zhou, Miao Hu, Di Wu, Xi Zheng, Jessie Hui Wang, Song Guo, Chao Li
Gain Without Pain: Offsetting DP-Injected Noises Stealthily in Cross-Device Federated Learning. IEEE Internet Things J. 9 (22) (2022)
Dongyuan Su, Yipeng Zhou, Laizhong Cui
Boost Decentralized Federated Learning in Vehicular Networks by Diversifying Data Sources. ICNP (2022)
Dongyuan Su, Yipeng Zhou, Laizhong Cui
Boost Decentralized Federated Learning in Vehicular Networks by Diversifying Data Sources. CoRR (2022)
Laizhong Cui, Xiaoxin Su, Zhongxing Ming, Ziteng Chen, Shu Yang, Yipeng Zhou, Wei Xiao
CREAT: Blockchain-Assisted Compression Algorithm of Federated Learning for Content Caching in Edge Computing. IEEE Internet Things J. 9 (16) (2022)
Laizhong Cui, Xiaoxin Su, Yipeng Zhou
A Fast Blockchain-Based Federated Learning Framework With Compressed Communications. IEEE J. Sel. Areas Commun. 40 (12) (2022)
Lei Cui, Lei Guo, Longxiang Gao, Borui Cai, Youyang Qu, Yipeng Zhou, Shui Yu
A Covert Electricity-Theft Cyberattack Against Machine Learning-Based Detection Models. IEEE Trans. Ind. Informatics 18 (11) (2022)
Zhen Zhang, Yipeng Zhou, Shaoqian Yu
-median with service installation costs. Theor. Comput. Sci. 923 (2022)
Laizhong Cui, Xiaoxin Su, Yipeng Zhou, Jiangchuan Liu
Optimal Rate Adaption in Federated Learning with Compressed Communications. INFOCOM (2022)
Wan Jiang, Gang Liu, Xiaofeng Chen, Yipeng Zhou
Deep Hierarchy Quantization Compression algorithm based on Dynamic Sampling. CoRR (2022)
Yipeng Zhou, Jun Liu, Jessie Hui Wang, Jilong Wang, Guanfeng Liu, Di Wu, Chao Li, Shui Yu
USST: A two-phase privacy-preserving framework for personalized recommendation with semi-distributed training. Inf. Sci. 606 (2022)
Wen Bai, Yadi Chen, Di Wu, Zhichuan Huang, Yipeng Zhou, Chuan Xu
Generalized core maintenance of dynamic bipartite graphs. Data Min. Knowl. Discov. 36 (1) (2022)
Zhengkai Shi, Yipeng Zhou, Di Wu, Chen Wang
PPVC: Online Learning Toward Optimized Video Content Caching. IEEE/ACM Trans. Netw. 30 (3) (2022)
Xuezheng Liu, Zhicong Zhong, Yipeng Zhou, Di Wu, Xu Chen, Min Chen, Quan Z. Sheng
Accelerating Federated Learning via Parallel Servers: A Theoretically Guaranteed Approach. IEEE/ACM Trans. Netw. 30 (5) (2022)
Xuezheng Liu, Ke Liu, Guoqiao Ye, Miao Hu, Yipeng Zhou, Di Wu
Gaming at the Edge: A Weighted Congestion Game Approach for Latency-Sensitive Scheduling. MSN (2021)
Xianzhi Zhang, Yipeng Zhou, Di Wu, Miao Hu, James Xi Zheng, Min Chen, Song Guo
Optimizing Video Caching at the Edge: A Hybrid Multi-Point Process Approach. CoRR (2021)
Zhenxiao Luo, Zelong Wang, Jinyu Chen, Miao Hu, Yipeng Zhou, Tom Z. J. Fu, Di Wu
CrowdSR: enabling high-quality video ingest in crowdsourced livecast via super-resolution. NOSSDAV (2021)
Zhenxiao Luo, Guopin Tang, Chen Wang, Yipeng Zhou, James Xi Zheng, Jessie Hui Wang, Gang Liu, Di Wu
Generating High-quality Movie Tags from Social Reviews: A Learning-driven Approach. iThings/GreenCom/CPSCom/SmartData/Cybermatics (2021)
Jinyu Chen, Xianzhuo Luo, Miao Hu, Di Wu, Yipeng Zhou
Sparkle: User-Aware Viewport Prediction in 360-Degree Video Streaming. IEEE Trans. Multim. 23 (2021)
Miao Hu, Xianzhuo Luo, Jiawen Chen, Young Choon Lee, Yipeng Zhou, Di Wu
Virtual Reality: A Survey of Enabling Technologies and its Applications in IoT. CoRR (2021)
Wenzhuo Yang, Yipeng Zhou, Miao Hu, Di Wu, James Xi Zheng, Hui Wang, Song Guo
Gain without Pain: Offsetting DP-injected Nosies Stealthily in Cross-device Federated Learning. CoRR (2021)
Miao Hu, Xianzhuo Luo, Jiawen Chen, Young Choon Lee, Yipeng Zhou, Di Wu
Virtual reality: A survey of enabling technologies and its applications in IoT. J. Netw. Comput. Appl. 178 (2021)
Laizhong Cui, Xiaoxin Su, Yipeng Zhou, Yi Pan
Slashing Communication Traffic in Federated Learning by Transmitting Clustered Model Updates. IEEE J. Sel. Areas Commun. 39 (8) (2021)
Yupeng Jiang, Yong Li, Yipeng Zhou, Xi Zheng
Sybil Attacks and Defense on Differential Privacy based Federated Learning. TrustCom (2021)
Gangqiang Zhou, Run Wu, Miao Hu, Yipeng Zhou, Tom Z. J. Fu, Di Wu
Vibra: neural adaptive streaming of VBR-encoded videos. NOSSDAV (2021)
Laizhong Cui, Xiaoxin Su, Yipeng Zhou, Jiangchuan Liu
Optimal Rate Adaption in Federated Learning with Compressed Communications. CoRR (2021)
Laizhong Cui, Xiaoxin Su, Yipeng Zhou, Yi Pan
Slashing Communication Traffic in Federated Learning by Transmitting Clustered Model Updates. CoRR (2021)
Laizhong Cui, Dongyuan Su, Yipeng Zhou, Lei Zhang, Yulei Wu, Shiping Chen
Edge Learning for Surveillance Video Uploading Sharing in Public Transport Systems. IEEE Trans. Intell. Transp. Syst. 22 (4) (2021)
Zhicong Zhong, Yipeng Zhou, Di Wu, Xu Chen, Min Chen, Chao Li, Quan Z. Sheng
P-FedAvg: Parallelizing Federated Learning with Theoretical Guarantees. INFOCOM (2021)
Miao Hu, Jiawen Chen, Di Wu, Yipeng Zhou, Yi Wang, Hong-Ning Dai
TVG-Streaming: Learning User Behaviors for QoE-Optimized 360-Degree Video Streaming. IEEE Trans. Circuits Syst. Video Technol. 31 (10) (2021)
Jiwei Guan, Xi Zheng, Chen Wang, Yipeng Zhou, Alireza Jolfaei
Robust Sensor Fusion Algorithms Against Voice Command Attacks in Autonomous Vehicles. TrustCom (2021)
Pengyu Dong, Hongwei Wang, Bingsong Xiao, You Chen, Tao Sheng, Hubiao Zhang, Yipeng Zhou
Study for classification and recognition of radar emitter intra-pulse signals based on the energy cumulant of CWD. J. Ambient Intell. Humaniz. Comput. 12 (10) (2021)
Yong Li, Yipeng Zhou, Alireza Jolfaei, Dongjin Yu, Gaochao Xu, Xi Zheng
Privacy-Preserving Federated Learning Framework Based on Chained Secure Multiparty Computing. IEEE Internet Things J. 8 (8) (2021)
Yao Fu, Yipeng Zhou, Di Wu, Shui Yu, Yonggang Wen, Chao Li
On the Practicality of Differential Privacy in Federated Learning by Tuning Iteration Times. CoRR (2021)
Yipeng Zhou, Jiawen Chen, Guoqiao Ye, Di Wu, Jessie Hui Wang, Min Chen
Collaboratively Replicating Encoded Content on RSUs to Enhance Video Services for Vehicles. IEEE Trans. Mob. Comput. 20 (3) (2021)
Jiwei Guan, Xi Zheng, Chen Wang, Yipeng Zhou, Alireza Jolfaei
Robust Sensor Fusion Algorithms Against VoiceCommand Attacks in Autonomous Vehicles. CoRR (2021)
Yipeng Zhou, Xuezheng Liu, Yao Fu, Di Wu, Chao Li, Shui Yu
Optimizing the Numbers of Queries and Replies in Federated Learning with Differential Privacy. CoRR (2021)
Laizhong Cui, Ziteng Chen, Shu Yang, Zhongxing Ming, Qi Li, Yipeng Zhou, Shiping Chen, Qinghua Lu
A Blockchain-Based Containerized Edge Computing Platform for the Internet of Vehicles. IEEE Internet Things J. 8 (4) (2021)
Jianchao He, Miao Hu, Yipeng Zhou, Di Wu
LiveClip: towards intelligent mobile short-form video streaming with deep reinforcement learning. NOSSDAV (2020)
Yupeng Jiang, Yong Li, Yipeng Zhou, Xi Zheng
Mitigating Sybil Attacks on Differential Privacy based Federated Learning. CoRR (2020)
Canrui Wu, Chen Wang, Yipeng Zhou, Di Wu, Min Chen, Jessie Hui Wang, Jing Qin
Exploiting user reviews for automatic movie tagging. Multim. Tools Appl. 79 (17-18) (2020)
Samundra Deep, Yuzhe Tian, Jianchao Lu, Yipeng Zhou, James Xi Zheng
Leveraging Multi-view Learning for Human Anomaly Detection in Industrial Internet of Things. iThings/GreenCom/CPSCom/SmartData/Cybermatics (2020)
Yangfan Jiang, Yipeng Zhou, Di Wu, Chao Li, Yan Wang
On the Detection of Shilling Attacks in Federated Collaborative Filtering. SRDS (2020)
Wen Bai, Yuxiao Zhang, Weiwei Huang, Yipeng Zhou, Di Wu, Gang Liu, Liang Xiao
DeepFusion: predicting movie popularity via cross-platform feature fusion. Multim. Tools Appl. 79 (27-28) (2020)
Laizhong Cui, Xiaoxin Su, Yipeng Zhou, Lei Zhang
ClusterGrad: Adaptive Gradient Compression by Clustering in Federated Learning. GLOBECOM (2020)
Jayden King, Lily Huang, Di Wu, Yipeng Zhou, Young Choon Lee
EdgeSum: Edge-Based Video Summarization with Dash Cams. IC2E (2020)
Jianming Lv, Chaojie Hu, Yipeng Zhou, Xiaojun Chen
SoMem: A Self-optimizing Memory Network for Distributed Person Re-identification. ICTAI (2020)
Chen Wang, Shilu Lin, Zhicong Zhong, Yipeng Zhou, Di Wu
AMBR: Boosting the Performance of Personalized Recommendation via Learning from Multi-behavior Data. ICONIP (3) (2020)
Yangfan Jiang, Yao Fu, Yipeng Zhou, Di Wu
Robust Size Estimation of Online Social Networks via Subgraph Sampling. IEEE Trans. Netw. Sci. Eng. 7 (4) (2020)
Miao Hu, Zixuan Xie, Di Wu, Yipeng Zhou, Xu Chen, Liang Xiao
Heterogeneous Edge Offloading With Incomplete Information: A Minority Game Approach. IEEE Trans. Parallel Distributed Syst. 31 (9) (2020)
Zhanpeng Wu, Yan Zhou, Di Wu, Yipeng Zhou, Jing Qin
Crowdsourced Time-Sync Video Recommendation via Semantic-Aware Neural Collaborative Filtering. ICWE (2019)
Miao Hu, Lei Zhuang, Di Wu, Yipeng Zhou, Xu Chen, Liang Xiao
Learning Driven Computation Offloading for Asymmetrically Informed Edge Computing. IEEE Trans. Parallel Distributed Syst. 30 (8) (2019)
Yan Zhou, Zhanpeng Wu, Yipeng Zhou, Miao Hu, Chunfeng Yang, Jing Qin
Exploring Popularity Predictability of Online Videos With Fourier Transform. IEEE Access 7 (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Yipeng Zhou