Yipeng Zhou

According to our database, Yipeng Zhou authored at least 187 papers between 2006 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Knowledge-Flow Contrastive Learning for recommendation.

Wenhe Xing, Jingsong Lv, Yipeng Zhou, Shiting Wen, Detian Zhang

Inf. Fusion, 2026

2025

Accelerating Blockchain-Enabled Federated Learning With Clustered Clients.

Laizhong Cui, Yinghao Li, Yipeng Zhou, Youyang Qu, Jiangchuan Liu

IEEE Trans. Big Data, October, 2025

Differentially Private Federated Low Rank Adaptation Beyond Fixed-Matrix.

Ming Wen, Jiaqi Zhu, Yuedong Xu, Yipeng Zhou, Dingding Han

CoRR, July, 2025

A Survey on Privacy-Preserving Caching at Network Edge: Classification, Solutions, and Challenges.

Xianzhi Zhang, Yipeng Zhou, Di Wu, Quan Z. Sheng, Shazia Riaz, Miao Hu, Linchang Xiao

ACM Comput. Surv., May, 2025

FCER: A Federated Cloud-Edge Recommendation Framework With Cluster-Based Edge Selection.

Jiang Wu, Yunchao Yang, Miao Hu, Yipeng Zhou, Di Wu

IEEE Trans. Mob. Comput., March, 2025

Siamese Foundation Models for Crystal Structure Prediction.

Liming Wu, Wen-bing Huang, Rui Jiao, Jianxing Huang, Liwei Liu, Yipeng Zhou, Hao Sun, Yang Liu, Fuchun Sun, Yuxiang Ren, Jirong Wen

CoRR, March, 2025

CRS: A Cost-Aware Resource Scheduling Framework for Deep Learning Task Orchestration in Mobile Clouds.

Linchang Xiao, Zili Xiao, Di Wu, Miao Hu, Yipeng Zhou

IEEE Trans. Mob. Comput., February, 2025

Improved real-time object detection method based on YOLOv8: a refined approach.

Jiaqi Zhong, Huaming Qian, Huilin Wang, Wenna Wang, Yipeng Zhou

J. Real Time Image Process., January, 2025

MiniMax-01: Scaling Foundation Models with Lightning Attention.

MiniMax, Aonian Li, Bangwei Gong, Bo Yang, Boji Shan, Chang Liu, Cheng Zhu, Chunhao Zhang, Congchao Guo, Da Chen, Dong Li, Enwei Jiao, Gengxin Li, Guojun Zhang, Haohai Sun, Houze Dong, Jiadai Zhu, Jiaqi Zhuang, Jiayuan Song, Jin Zhu, Jingtao Han, Jingyang Li, Junbin Xie, Junhao Xu, Junjie Yan, Kaishun Zhang, Kecheng Xiao, Kexi Kang, Le Han, Leyang Wang, Lianfei Yu, Liheng Feng, Lin Zheng, Linbo Chai, Long Xing, Meizhi Ju, Mingyuan Chi, Mozhi Zhang, Peikai Huang, Pengcheng Niu, Pengfei Li, Pengyu Zhao, Qi Yang, Qidi Xu, Qiexiang Wang, Qin Wang, Qiuhui Li, Ruitao Leng, Shengmin Shi, Shuqi Yu, Sichen Li, Songquan Zhu, Tao Huang, Tianrun Liang, Weigao Sun, Weixuan Sun, Weiyu Cheng, Wenkai Li, Xiangjun Song, Xiao Su, Xiaodong Han, Xinjie Zhang, Xinzhu Hou, Xu Min, Xun Zou, Xuyang Shen, Yan Gong, Yingjie Zhu, Yipeng Zhou, Yiran Zhong, Yongyi Hu, Yuanxiang Fan, Yue Yu, Yufeng Yang, Yuhao Li, Yunan Huang, Yunji Li, Yunpeng Huang, Yunzhi Xu, Yuxin Mao, Zehan Li, Zekang Li, Zewei Tao, Zewen Ying, Zhaoyang Cong, Zhen Qin, Zhenhua Fan, Zhihang Yu, Zhuo Jiang, Zijia Wu

CoRR, January, 2025

Differential Privacy for Multi-Modal Federated Learning With Modality Selection.

Chang Ma, Jun Li, Yipeng Zhou, Ming Ding, Yiyang Ni, Shi Jin

IEEE Trans. Inf. Forensics Secur., 2025

The Power of Bias: Optimizing Client Selection in Federated Learning With Heterogeneous Differential Privacy.

Jiating Ma, Yipeng Zhou, Qi Li, Quan Z. Sheng, Laizhong Cui, Jiangchuan Liu

IEEE Trans. Dependable Secur. Comput., 2025

FIDC-YOLO: Improved YOLO for Detecting Pine Wilt Disease in UAV Remote Sensing Images via Feature Interaction and Dependency Capturing.

Zekun Xu, Yipeng Zhou, Shiting Wen, Weipeng Jing

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

Domain adaptive YOLO based on image style selection and synergistic domain classifier.

Yipeng Zhou, Huaming Qian

Displays, 2025

Local Differentially Private Release of Infinite Streams With Temporal Relevance.

Runze Wang, Jiahao Liu, Miao Hu, Yipeng Zhou, Di Wu

Proceedings of the ACM on Web Conference 2025, 2025

Snapshot: Towards Application-Centered Models for Pedestrian Trajectory Prediction in Urban Traffic Environments.

Nico Uhlemann, Yipeng Zhou, Tobias Simeon Mohr, Markus Lienkamp

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

ExClique: An Express Consensus Algorithm for High-Speed Transaction Process in Blockchains.

Chonghe Zhao, Yipeng Zhou, Shengli Zhang, Quan Z. Sheng, Yang Zhang, Shiting Wen

Proceedings of the IEEE INFOCOM 2025, 2025

FLM-TopK: Expediting Federated Large Language Model Tuning by Sparsifying Intervalized Gradients.

Wenqi Qiu, Yipeng Zhou, Jinzhi Wang, Quan Z. Sheng, Laizhong Cui

Proceedings of the IEEE INFOCOM 2025, 2025

Research on Deep Prediction of Agricultural Product Quality Based on Multi Model Fusion: A Case Study of Eel.

Jiamin Zheng, Qilin Zhang, Shaoyi Song, Xuan Zhao, Yipeng Zhou

Proceedings of the 2025 2nd International Conference on Generative Artificial Intelligence and Information Security, 2025

Prediction based on multi - model agricultural assistance recommendation algorithms.

Jiamin Zheng, Yunuo Song, Shaoyi Song, Xuan Zhao, Yipeng Zhou

Proceedings of the 2025 2nd International Conference on Generative Artificial Intelligence and Information Security, 2025

Secure Sharing and Protection of Agricultural Data Based on Federated Learning.

Jiamin Zheng, Shijia Peng, Yipeng Zhou, Shaoyi Song, Xuan Zhao

Proceedings of the 2025 2nd International Conference on Generative Artificial Intelligence and Information Security, 2025

Overcoming Heterogeneous Data in Federated Medical Vision-Language Pre-training: A Triple-Embedding Model Selector Approach.

Aowen Wang, Zhiwang Zhang, Dongang Wang, Fanyi Wang, Haotian Hu, Jinyang Guo, Yipeng Zhou, Chaoyi Pang, Shiting Wen

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Real-time object detection method with single-domain generalization based on YOLOv8.

Yipeng Zhou, Huaming Qian

J. Real Time Image Process., December, 2024

Fast-Convergent Wireless Federated Learning: A Voting-Based TopK Model Compression Approach.

Xiaoxin Su, Yipeng Zhou, Laizhong Cui, Quan Z. Sheng, Yinggui Wang, Song Guo

IEEE J. Sel. Areas Commun., November, 2024

FedDP-SA: Boosting Differentially Private Federated Learning via Local Data Set Splitting.

Xuezheng Liu, Yipeng Zhou, Di Wu, Miao Hu, Jessie Hui Wang, Mohsen Guizani

IEEE Internet Things J., October, 2024

SDSR: Optimizing Metaverse Video Streaming via Saliency-Driven Dynamic Super-Resolution.

Baili Chai, Jinyu Chen, Zhenxiao Luo, Zelong Wang, Miao Hu, Yipeng Zhou, Di Wu

IEEE J. Sel. Areas Commun., April, 2024

Live Migration of Video Analytics Applications in Edge Computing.

Chenghao Rong, Jessie Hui Wang, Jilong Wang, Yipeng Zhou, Jun Zhang

IEEE Trans. Mob. Comput., March, 2024

AutoFL: A Bayesian Game Approach for Autonomous Client Participation in Federated Edge Learning.

Miao Hu, Wenzhuo Yang, Zhenxiao Luo, Xuezheng Liu, Yipeng Zhou, Xu Chen, Di Wu

IEEE Trans. Mob. Comput., January, 2024

History-Aware Privacy Budget Allocation for Model Training on Evolving Data-Sharing Platforms.

Linchang Xiao, Xianzhi Zhang, Di Wu, Miao Hu, Yipeng Zhou, Shui Yu

IEEE Trans. Serv. Comput., 2024

Boosting Dynamic Decentralized Federated Learning by Diversifying Model Sources.

Dongyuan Su, Yipeng Zhou, Laizhong Cui, Song Guo

IEEE Trans. Serv. Comput., 2024

CSRA: Robust Incentive Mechanism Design for Differentially Private Federated Learning.

Yunchao Yang, Miao Hu, Yipeng Zhou, Xuezheng Liu, Di Wu

IEEE Trans. Inf. Forensics Secur., 2024

Exploring the Practicality of Differentially Private Federated Learning: A Local Iteration Tuning Approach.

Yipeng Zhou, Runze Wang, Jiahao Liu, Di Wu, Shui Yu, Yonggang Wen

IEEE Trans. Dependable Secur. Comput., 2024

An Optimized Sparse Response Mechanism for Differentially Private Federated Learning.

Jiating Ma, Yipeng Zhou, Laizhong Cui, Song Guo

IEEE Trans. Dependable Secur. Comput., 2024

BGTplanner: Maximizing Training Accuracy for Differentially Private Federated Recommenders via Strategic Privacy Budget Allocation.

Xianzhi Zhang, Yipeng Zhou, Miao Hu, Di Wu, Pengshan Liao, Mohsen Guizani, Michael Sheng

CoRR, 2024

A Communication and Computation Efficient Fully First-order Method for Decentralized Bilevel Optimization.

Min Wen, Chengchang Liu, Ahmed M. Abdelmoniem, Yipeng Zhou, Yuedong Xu

CoRR, 2024

PPVF: An Efficient Privacy-Preserving Online Video Fetching Framework with Correlated Differential Privacy.

Xianzhi Zhang, Yipeng Zhou, Di Wu, Quan Z. Sheng, Miao Hu, Linchang Xiao

CoRR, 2024

Mitigating Noise Detriment in Differentially Private Federated Learning with Model Pre-training.

Huitong Jin, Yipeng Zhou, Laizhong Cui, Quan Z. Sheng

CoRR, 2024

Communication cost-aware client selection in online federated learning: A Lyapunov approach.

Dongyuan Su, Yipeng Zhou, Laizhong Cui, Quan Z. Sheng

Comput. Networks, 2024

No Fear of Domain Discrepancy: One-Shot Federated Learning via Class-Aware Distillation.

Siyuan Wu, Yipeng Zhou, Miao Hu, Di Wu

Proceedings of the Network and Parallel Computing, 2024

GazeFed: Privacy-Aware Personalized Gaze Prediction for Virtual Reality.

Jiang Wu, Xuezheng Liu, Miao Hu, Hongxu Lin, Min Chen, Yipeng Zhou, Di Wu

Proceedings of the 32nd IEEE/ACM International Symposium on Quality of Service, 2024

DEthna: Accurate Ethereum Network Topology Discovery with Marked Transactions.

Chonghe Zhao, Yipeng Zhou, Shengli Zhang, Taotao Wang, Quan Z. Sheng, Song Guo

Proceedings of the IEEE INFOCOM 2024, 2024

Fed-CVLC: Compressing Federated Learning Communications with Variable-Length Codes.

Xiaoxin Su, Yipeng Zhou, Laizhong Cui, John C. S. Lui, Jiangchuan Liu

Proceedings of the IEEE INFOCOM 2024, 2024

Expediting In-Network Federated Learning by Voting-Based Consensus Model Compression.

Xiaoxin Su, Yipeng Zhou, Laizhong Cui, Song Guo

Proceedings of the IEEE INFOCOM 2024, 2024

FedLMT: Tackling System Heterogeneity of Federated Learning via Low-Rank Model Training with Theoretical Guarantees.

Jiahao Liu, Yipeng Zhou, Di Wu, Miao Hu, Mohsen Guizani, Quan Z. Sheng

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Adaptive Global-local Fusion Network Based Deep Unsupervised Hashing for Remote Sensing Image Retrieval.

Zekun Xu, Yipeng Zhou, Quan Z. Sheng, Chao Li, Tongtong Lou, Weipeng Jing

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

FGLBA: Enabling Highly-Effective and Stealthy Backdoor Attack on Federated Graph Learning.

Qing Lu, Miao Hu, Di Wu, Yipeng Zhou, Mohsen Guizani, Quan Z. Sheng

Proceedings of the IEEE International Conference on Data Mining, 2024

DFLStar: A Decentralized Federated Learning Framework with Self-Knowledge Distillation and Participant Selection.

Behnaz Soltani, Venus Haghighi, Yipeng Zhou, Quan Z. Sheng, Lina Yao

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

Towards Efficient Decentralized Federated Learning: A Survey.

Saqr Khalil Saeed Thabet, Behnaz Soltani, Yipeng Zhou, Quan Z. Sheng, Shiting Wen

Proceedings of the Advanced Data Mining and Applications - 20th International Conference, 2024

A Communication-Concerned Federated Learning Framework Based on Clustering Selection.

Weifeng Sun, Ailian Wang, Zunjing Gao, Yipeng Zhou

Proceedings of the Advanced Data Mining and Applications - 20th International Conference, 2024

Facilitating Feature Selection and Extraction in Clinical Trials with Large Language Models.

Jiaji Guo, Wen Sun, Shiting Wen, Di Wu, Yipeng Zhou

Proceedings of the Advanced Data Mining and Applications - 20th International Conference, 2024

2023

Optimizing Parameter Mixing Under Constrained Communications in Parallel Federated Learning.

Xuezheng Liu, Zirui Yan, Yipeng Zhou, Di Wu, Xu Chen, Jessie Hui Wang

IEEE/ACM Trans. Netw., December, 2023

Lite-YOLOv3: a real-time object detector based on multi-scale slice depthwise convolution and lightweight attention mechanism.

Yipeng Zhou, Huaming Qian, Peng Ding

J. Real Time Image Process., December, 2023

MSSD: multi-scale object detector based on spatial pyramid depthwise convolution and efficient channel attention mechanism.

Yipeng Zhou, Huaming Qian, Peng Ding

J. Real Time Image Process., October, 2023

Communication compression techniques in distributed deep learning: A survey.

Zeqin Wang, Ming Wen, Yuedong Xu, Yipeng Zhou, Jessie Hui Wang, Liang Zhang

J. Syst. Archit., September, 2023

L-YOLOv4: lightweight YOLOv4 based on modified RFB-s and depthwise separable convolution for multi-target detection in complex scenes.

Peng Ding, Huaming Qian, Jiabing Bao, Yipeng Zhou, Shuya Yan

J. Real Time Image Process., August, 2023

Real-time efficient semantic segmentation network based on improved ASPP and parallel fusion module in complex scenes.

Peng Ding, Huaming Qian, Yipeng Zhou, Shuya Yan, Shibao Feng, Shuang Yu

J. Real Time Image Process., June, 2023

On Model Transmission Strategies in Federated Learning With Lossy Communications.

Xiaoxin Su, Yipeng Zhou, Laizhong Cui, Jiangchuan Liu

IEEE Trans. Parallel Distributed Syst., April, 2023

Object detection method based on lightweight YOLOv4 and attention mechanism in security scenes.

Peng Ding, Huaming Qian, Yipeng Zhou, Shuai Chu

J. Real Time Image Process., April, 2023

Offloading Elastic Transfers to Opportunistic Vehicular Networks Based on Imperfect Trajectory Prediction.

Chao Xu, Jessie Hui Wang, Jilong Wang, Tao Yu, Yipeng Zhou, Yuedong Xu, Di Wu, Changqing An

IEEE/ACM Trans. Netw., February, 2023

LiveSR: Enabling Universal HD Live Video Streaming With Crowdsourced Online Learning.

Zhenxiao Luo, Zelong Wang, Miao Hu, Yipeng Zhou, Di Wu

IEEE Trans. Multim., 2023

Towards Real-Time Video Caching at Edge Servers: A Cost-Aware Deep Q-Learning Solution.

Laizhong Cui, Erchao Ni, Yipeng Zhou, Zhi Wang, Lei Zhang, Jiangchuan Liu, Yuedong Xu

IEEE Trans. Multim., 2023

Boosting Accuracy of Differentially Private Federated Learning in Industrial IoT With Sparse Responses.

Laizhong Cui, Jiating Ma, Yipeng Zhou, Shui Yu

IEEE Trans. Ind. Informatics, 2023

Optimizing the Numbers of Queries and Replies in Convex Federated Learning With Differential Privacy.

Yipeng Zhou, Xuezheng Liu, Yao Fu, Di Wu, Jessie Hui Wang, Shui Yu

IEEE Trans. Dependable Secur. Comput., 2023

cRVR: A Stackelberg Game Approach for Joint Privacy-Aware Video Requesting and Edge Caching.

Xianzhi Zhang, Linchang Xiao, Yipeng Zhou, Miao Hu, Di Wu, Gang Liu

CoRR, 2023

pFedSim: Similarity-Aware Model Aggregation Towards Personalized Federated Learning.

Jiahao Tan, Yipeng Zhou, Gang Liu, Jessie Hui Wang, Shui Yu

CoRR, 2023

FedDWA: Personalized Federated Learning with Online Weight Adjustment.

Jiahao Liu, Jiang Wu, Jinyu Chen, Miao Hu, Yipeng Zhou, Di Wu

CoRR, 2023

Edge-Based Video Analytics: A Survey.

Miao Hu, Zhenxiao Luo, Amirmohammad Pasdar, Young Choon Lee, Yipeng Zhou, Di Wu

CoRR, 2023

Weakly-supervised object localization with gradient-pyramid feature.

Zhongjie Mao, Yipeng Zhou, Jun Sun, Hao Wu, Feng Pan, Bilal Ahmad

Appl. Intell., 2023

BARA: Efficient Incentive Mechanism with Online Reward Budget Allocation in Cross-Silo Federated Learning.

Yunchao Yang, Yipeng Zhou, Miao Hu, Di Wu, Quan Z. Sheng

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

A Survey of Federated Evaluation in Federated Learning.

Behnaz Soltani, Yipeng Zhou, Venus Haghighi, John C. S. Lui

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

FedDWA: Personalized Federated Learning with Dynamic Weight Adjustment.

Jiahao Liu, Jiang Wu, Jinyu Chen, Miao Hu, Yipeng Zhou, Di Wu

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Understanding and Improving Perceptual Quality of Volumetric Video Streaming.

Mengyu Yang, Di Wu, Zelong Wang, Miao Hu, Yipeng Zhou

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

FRAIM: A Feature Importance-Aware Incentive Mechanism for Vertical Federated Learning.

Lei Tan, Yunchao Yang, Miao Hu, Yipeng Zhou, Di Wu

Proceedings of the Algorithms and Architectures for Parallel Processing, 2023

Enhancing Federated Learning by One-Shot Transferring of Intermediate Features from Clients.

Youxingzhu Deng, Yipeng Zhou, Gang Liu, Jessie Hui Wang, Shui Yu

Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 2023

Analyzing the Convergence of Federated Learning with Biased Client Participation.

Lei Tan, Miao Hu, Yipeng Zhou, Di Wu

Proceedings of the Advanced Data Mining and Applications - 19th International Conference, 2023

2022

The Role of Communication Time in the Convergence of Federated Edge Learning.

Yipeng Zhou, Yao Fu, Zhenxiao Luo, Miao Hu, Di Wu, Quan Z. Sheng, Shui Yu

IEEE Trans. Veh. Technol., 2022

RAP: A Light-Weight Privacy-Preserving Framework for Recommender Systems.

Miao Hu, Di Wu, Run Wu, Zhenkai Shi, Min Chen, Yipeng Zhou

IEEE Trans. Serv. Comput., 2022

Optimizing Video Caching at the Edge: A Hybrid Multi-Point Process Approach.

Xianzhi Zhang, Yipeng Zhou, Di Wu, Miao Hu, James Xi Zheng, Min Chen, Song Guo

IEEE Trans. Parallel Distributed Syst., 2022

Incentive-Aware Autonomous Client Participation in Federated Learning.

Miao Hu, Di Wu, Yipeng Zhou, Xu Chen, Min Chen

IEEE Trans. Parallel Distributed Syst., 2022

PPVC: Online Learning Toward Optimized Video Content Caching.

Zhengkai Shi, Yipeng Zhou, Di Wu, Chen Wang

IEEE/ACM Trans. Netw., 2022

Accelerating Federated Learning via Parallel Servers: A Theoretically Guaranteed Approach.

Xuezheng Liu, Zhicong Zhong, Yipeng Zhou, Di Wu, Xu Chen, Min Chen, Quan Z. Sheng

IEEE/ACM Trans. Netw., 2022

AdaFed: Optimizing Participation-Aware Federated Learning With Adaptive Aggregation Weights.

Lei Tan, Xiaoxi Zhang, Yipeng Zhou, Xinkai Che, Miao Hu, Xu Chen, Di Wu

IEEE Trans. Netw. Sci. Eng., 2022

A Covert Electricity-Theft Cyberattack Against Machine Learning-Based Detection Models.

Lei Cui, Lei Guo, Longxiang Gao, Borui Cai, Youyang Qu, Yipeng Zhou, Shui Yu

IEEE Trans. Ind. Informatics, 2022

Better guarantees for <i>k</i>-median with service installation costs.

Zhen Zhang, Yipeng Zhou, Shaoqian Yu

Theor. Comput. Sci., 2022

A Fast Blockchain-Based Federated Learning Framework With Compressed Communications.

Laizhong Cui, Xiaoxin Su, Yipeng Zhou

IEEE J. Sel. Areas Commun., 2022

USST: A two-phase privacy-preserving framework for personalized recommendation with semi-distributed training.

Yipeng Zhou, Jun Liu, Jessie Hui Wang, Jilong Wang, Guanfeng Liu, Di Wu, Chao Li, Shui Yu

Inf. Sci., 2022

Gain Without Pain: Offsetting DP-Injected Noises Stealthily in Cross-Device Federated Learning.

Wenzhuo Yang, Yipeng Zhou, Miao Hu, Di Wu, Xi Zheng, Jessie Hui Wang, Song Guo, Chao Li

IEEE Internet Things J., 2022

CREAT: Blockchain-Assisted Compression Algorithm of Federated Learning for Content Caching in Edge Computing.

Laizhong Cui, Xiaoxin Su, Zhongxing Ming, Ziteng Chen, Shu Yang, Yipeng Zhou, Wei Xiao

IEEE Internet Things J., 2022

Generalized core maintenance of dynamic bipartite graphs.

Wen Bai, Yadi Chen, Di Wu, Zhichuan Huang, Yipeng Zhou, Chuan Xu

Data Min. Knowl. Discov., 2022

Deep Hierarchy Quantization Compression algorithm based on Dynamic Sampling.

Wan Jiang, Gang Liu, Xiaofeng Chen, Yipeng Zhou

CoRR, 2022

Otus: A Gaze Model-based Privacy Control Framework for Eye Tracking Applications.

Miao Hu, Zhenxiao Luo, Yipeng Zhou, Xuezheng Liu, Di Wu

Proceedings of the IEEE INFOCOM 2022, 2022

Optimal Rate Adaption in Federated Learning with Compressed Communications.

Laizhong Cui, Xiaoxin Su, Yipeng Zhou, Jiangchuan Liu

Proceedings of the IEEE INFOCOM 2022, 2022

Boost Decentralized Federated Learning in Vehicular Networks by Diversifying Data Sources.

Dongyuan Su, Yipeng Zhou, Laizhong Cui

Proceedings of the 30th IEEE International Conference on Network Protocols, 2022

2021

Sparkle: User-Aware Viewport Prediction in 360-Degree Video Streaming.

Jinyu Chen, Xianzhuo Luo, Miao Hu, Di Wu, Yipeng Zhou

IEEE Trans. Multim., 2021

Collaboratively Replicating Encoded Content on RSUs to Enhance Video Services for Vehicles.

Yipeng Zhou, Jiawen Chen, Guoqiao Ye, Di Wu, Jessie Hui Wang, Min Chen

IEEE Trans. Mob. Comput., 2021

Edge Learning for Surveillance Video Uploading Sharing in Public Transport Systems.

Laizhong Cui, Dongyuan Su, Yipeng Zhou, Lei Zhang, Yulei Wu, Shiping Chen

IEEE Trans. Intell. Transp. Syst., 2021

TVG-Streaming: Learning User Behaviors for QoE-Optimized 360-Degree Video Streaming.

Miao Hu, Jiawen Chen, Di Wu, Yipeng Zhou, Yi Wang, Hong-Ning Dai

IEEE Trans. Circuits Syst. Video Technol., 2021

Slashing Communication Traffic in Federated Learning by Transmitting Clustered Model Updates.

Laizhong Cui, Xiaoxin Su, Yipeng Zhou, Yi Pan

IEEE J. Sel. Areas Commun., 2021

Virtual reality: A survey of enabling technologies and its applications in IoT.

Miao Hu, Xianzhuo Luo, Jiawen Chen, Young Choon Lee, Yipeng Zhou, Di Wu

J. Netw. Comput. Appl., 2021

Study for classification and recognition of radar emitter intra-pulse signals based on the energy cumulant of CWD.

Pengyu Dong, Hongwei Wang, Bingsong Xiao, You Chen, Tao Sheng, Hubiao Zhang, Yipeng Zhou

J. Ambient Intell. Humaniz. Comput., 2021

Privacy-Preserving Federated Learning Framework Based on Chained Secure Multiparty Computing.

Yong Li, Yipeng Zhou, Alireza Jolfaei, Dongjin Yu, Gaochao Xu, Xi Zheng

IEEE Internet Things J., 2021

A Blockchain-Based Containerized Edge Computing Platform for the Internet of Vehicles.

Laizhong Cui, Ziteng Chen, Shu Yang, Zhongxing Ming, Qi Li, Yipeng Zhou, Shiping Chen, Qinghua Lu

IEEE Internet Things J., 2021

Optimizing the Numbers of Queries and Replies in Federated Learning with Differential Privacy.

Yipeng Zhou, Xuezheng Liu, Yao Fu, Di Wu, Chao Li, Shui Yu

CoRR, 2021

Robust Sensor Fusion Algorithms Against VoiceCommand Attacks in Autonomous Vehicles.

Jiwei Guan, Xi Zheng, Chen Wang, Yipeng Zhou, Alireza Jolfaei

CoRR, 2021

Gain without Pain: Offsetting DP-injected Nosies Stealthily in Cross-device Federated Learning.

Wenzhuo Yang, Yipeng Zhou, Miao Hu, Di Wu, James Xi Zheng, Hui Wang, Song Guo

CoRR, 2021

On the Practicality of Differential Privacy in Federated Learning by Tuning Iteration Times.

Yao Fu, Yipeng Zhou, Di Wu, Shui Yu, Yonggang Wen, Chao Li

CoRR, 2021

Sybil Attacks and Defense on Differential Privacy based Federated Learning.

Yupeng Jiang, Yong Li, Yipeng Zhou, Xi Zheng

Proceedings of the 20th IEEE International Conference on Trust, 2021

Robust Sensor Fusion Algorithms Against Voice Command Attacks in Autonomous Vehicles.

Jiwei Guan, Xi Zheng, Chen Wang, Yipeng Zhou, Alireza Jolfaei

Proceedings of the 20th IEEE International Conference on Trust, 2021

Vibra: neural adaptive streaming of VBR-encoded videos.

Gangqiang Zhou, Run Wu, Miao Hu, Yipeng Zhou, Tom Z. J. Fu, Di Wu

Proceedings of the 31st ACM Workshop on Network and Operating Systems Support for Digital Audio and Video, 2021

CrowdSR: enabling high-quality video ingest in crowdsourced livecast via super-resolution.

Zhenxiao Luo, Zelong Wang, Jinyu Chen, Miao Hu, Yipeng Zhou, Tom Z. J. Fu, Di Wu

Proceedings of the 31st ACM Workshop on Network and Operating Systems Support for Digital Audio and Video, 2021

Gaming at the Edge: A Weighted Congestion Game Approach for Latency-Sensitive Scheduling.

Xuezheng Liu, Ke Liu, Guoqiao Ye, Miao Hu, Yipeng Zhou, Di Wu

Proceedings of the 17th International Conference on Mobility, Sensing and Networking, 2021

Generating High-quality Movie Tags from Social Reviews: A Learning-driven Approach.

Zhenxiao Luo, Guopin Tang, Chen Wang, Yipeng Zhou, James Xi Zheng, Jessie Hui Wang, Gang Liu, Di Wu

Proceedings of the 2021 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, 2021

P-FedAvg: Parallelizing Federated Learning with Theoretical Guarantees.

Zhicong Zhong, Yipeng Zhou, Di Wu, Xu Chen, Min Chen, Chao Li, Quan Z. Sheng

Proceedings of the 40th IEEE Conference on Computer Communications, 2021

2020

Heterogeneous Edge Offloading With Incomplete Information: A Minority Game Approach.

Miao Hu, Zixuan Xie, Di Wu, Yipeng Zhou, Xu Chen, Liang Xiao

IEEE Trans. Parallel Distributed Syst., 2020

Robust Size Estimation of Online Social Networks via Subgraph Sampling.

Yangfan Jiang, Yao Fu, Yipeng Zhou, Di Wu

IEEE Trans. Netw. Sci. Eng., 2020

Exploiting user reviews for automatic movie tagging.

Canrui Wu, Chen Wang, Yipeng Zhou, Di Wu, Min Chen, Jessie Hui Wang, Jing Qin

Multim. Tools Appl., 2020

DeepFusion: predicting movie popularity via cross-platform feature fusion.

Wen Bai, Yuxiao Zhang, Weiwei Huang, Yipeng Zhou, Di Wu, Gang Liu, Liang Xiao

Multim. Tools Appl., 2020

Mitigating Sybil Attacks on Differential Privacy based Federated Learning.

Yupeng Jiang, Yong Li, Yipeng Zhou, Xi Zheng

CoRR, 2020

On the Detection of Shilling Attacks in Federated Collaborative Filtering.

Yangfan Jiang, Yipeng Zhou, Di Wu, Chao Li, Yan Wang

Proceedings of the International Symposium on Reliable Distributed Systems, 2020

LiveClip: towards intelligent mobile short-form video streaming with deep reinforcement learning.

Jianchao He, Miao Hu, Yipeng Zhou, Di Wu

Proceedings of the 30th ACM Workshop on Network and Operating Systems Support for Digital Audio and Video, 2020

Leveraging Multi-view Learning for Human Anomaly Detection in Industrial Internet of Things.

Samundra Deep, Yuzhe Tian, Jianchao Lu, Yipeng Zhou, James Xi Zheng

Proceedings of the 2020 International Conferences on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2020

SoMem: A Self-optimizing Memory Network for Distributed Person Re-identification.

Jianming Lv, Chaojie Hu, Yipeng Zhou, Xiaojun Chen

Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020

AMBR: Boosting the Performance of Personalized Recommendation via Learning from Multi-behavior Data.

Chen Wang, Shilu Lin, Zhicong Zhong, Yipeng Zhou, Di Wu

Proceedings of the Neural Information Processing - 27th International Conference, 2020

EdgeSum: Edge-Based Video Summarization with Dash Cams.

Jayden King, Lily Huang, Di Wu, Yipeng Zhou, Young Choon Lee

Proceedings of the 2020 IEEE International Conference on Cloud Engineering, 2020

ClusterGrad: Adaptive Gradient Compression by Clustering in Federated Learning.

Laizhong Cui, Xiaoxin Su, Yipeng Zhou, Lei Zhang

Proceedings of the IEEE Global Communications Conference, 2020

2019

Learning Driven Computation Offloading for Asymmetrically Informed Edge Computing.

Miao Hu, Lei Zhuang, Di Wu, Yipeng Zhou, Xu Chen, Liang Xiao

IEEE Trans. Parallel Distributed Syst., 2019

An Adaptive Online Scheme for Scheduling and Resource Enforcement in Storm.

Shengchao Liu, Jianping Weng, Jessie Hui Wang, Changqing An, Yipeng Zhou, Jilong Wang

IEEE/ACM Trans. Netw., 2019

Exploring Popularity Predictability of Online Videos With Fourier Transform.

Yan Zhou, Zhanpeng Wu, Yipeng Zhou, Miao Hu, Chunfeng Yang, Jing Qin

IEEE Access, 2019

TAMF: towards personalized time-aware recommendation for over-the-top videos.

Zhanpeng Wu, Yipeng Zhou, Di Wu, Min Chen, Yuedong Xu

Proceedings of the 29th ACM Workshop on Network and Operating Systems Support for Digital Audio and Video, 2019

Crowdsourced Time-Sync Video Recommendation via Semantic-Aware Neural Collaborative Filtering.

Zhanpeng Wu, Yan Zhou, Di Wu, Yipeng Zhou, Jing Qin

Proceedings of the Web Engineering - 19th International Conference, 2019

2018

User Behavior Analysis and Video Popularity Prediction on a Large-Scale VoD System.

Lei Huang, Bowen Ding, Aining Wang, Yuedong Xu, Yipeng Zhou, Xiang Li

ACM Trans. Multim. Comput. Commun. Appl., 2018

Interpreting Video Recommendation Mechanisms by Mining View Count Traces.

Yipeng Zhou, Jiqiang Wu, Terence H. Chan, Siu-Wai Ho, Dah-Ming Chiu, Di Wu

IEEE Trans. Multim., 2018

Statistical Study of View Preferences for Online Videos With Cross-Platform Information.

Yipeng Zhou, Xuhong Gu, Di Wu, Min Chen, Terence H. Chan, Siu-Wai Ho

IEEE Trans. Multim., 2018

Performance Analysis of Thunder Crystal: A Crowdsourcing-Based Video Distribution Platform.

Yipeng Zhou, Liang Chen, Mi Jing, Zhong Ming, Yuedong Xu

IEEE Trans. Circuits Syst. Video Technol., 2018

Replicating Coded Content in Crowdsourcing-Based CDN Systems.

Yipeng Zhou, Terence H. Chan, Siu-Wai Ho, Guoqiao Ye, Di Wu

IEEE Trans. Circuits Syst. Video Technol., 2018

Buffer State is Enough: Simplifying the Design of QoE-Aware HTTP Adaptive Video Streaming.

Weiwei Huang, Yipeng Zhou, Xueyan Xie, Di Wu, Min Chen, Edith C. H. Ngai

IEEE Trans. Broadcast., 2018

Utility Maximization of Cloud-Based In-Car Video Recording Over Vehicular Access Networks.

Zhaobin Deng, Yipeng Zhou, Di Wu, Guoqiao Ye, Min Chen, Liang Xiao

IEEE Internet Things J., 2018

Multi-Channnel and Mimo Sar Anti-Jamming Analysis.

Ruijia Wang, Bing Sun, Chengsi Yi, Jie Chen, Yipeng Zhou

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

Modeling Buffer Starvations of Video Streaming in Cellular Networks with Large-Scale Measurement of User Behavior.

Yuedong Xu, Zhujun Xiao, Hui Feng, Tao Yang, Bo Hu, Yipeng Zhou

IEEE Trans. Mob. Comput., 2017

Modeling and Quantifying the Forces Driving Online Video Popularity Evolution.

Jiqiang Wu, Yipeng Zhou, Dah Ming Chiu

CoRR, 2017

Towards Cost Minimization With Renewable Energy Sharing in Cooperative Residential Communities.

Guoqiao Ye, Gaoxiang Li, Di Wu, Xu Chen, Yipeng Zhou

IEEE Access, 2017

Context-aware Video Recommendation by Mining Users' View Preferences Based on Access Points.

Jiaming Zhang, Yipeng Zhou, Di Wu, Chunfeng Yang

Proceedings of the 27th Workshop on Network and Operating Systems Support for Digital Audio and Video, 2017

Analysis of User Behavior in a Large-Scale VoD System.

Lei Huang, Bowen Ding, Yuedong Xu, Yipeng Zhou

Proceedings of the 27th Workshop on Network and Operating Systems Support for Digital Audio and Video, 2017

Unveiling Latent Behaviors of Video Viewers with Cross-Platform Information.

Xuhong Gu, Yipeng Zhou, Di Wu, Terence H. Chan, Min Chen

Proceedings of the 27th Workshop on Network and Operating Systems Support for Digital Audio and Video, 2017

On the "familiar stranger" phenomenon in a large-scale VoD system.

Chen Zhang, Yuedong Xu, Yipeng Zhou, Xiaoming Fu

Proceedings of the 2017 IEEE Conference on Computer Communications Workshops, 2017

GECKO: Gamer Experience-Centric Bitrate Control Algorithm for Cloud Gaming.

Yi-Hao Ke, Guoqiao Ye, Di Wu, Yipeng Zhou, Edith C. H. Ngai, Han Hu

Proceedings of the Image and Graphics - 9th International Conference, 2017

2016

Design, Implementation, and Measurement of a Crowdsourcing-Based Content Distribution Platform.

Yipeng Zhou, Liang Chen, Mi Jing, Shenglong Zou, Richard Tianbai Ma

ACM Trans. Multim. Comput. Commun. Appl., 2016

Measuring and Analyzing Third-Party Mobile Game App Stores in China.

Tingting Wang, Di Wu, Jiaming Zhang, Min Chen, Yipeng Zhou

IEEE Trans. Netw. Serv. Manag., 2016

Modeling Dynamics of Online Video Popularity.

Jiqiang Wu, Yipeng Zhou, Dah Ming Chiu, Zirong Zhu

IEEE Trans. Multim., 2016

Social-group-based ranking algorithms for cold-start video recommendation.

Chunfeng Yang, Yipeng Zhou, Liang Chen, Xiaopeng Zhang, Dah Ming Chiu

Int. J. Data Sci. Anal., 2016

Modeling QoE of Video Streaming in Wireless Networks with Large-Scale Measurement of User Behavior.

Yuedong Xu, Zhujun Xiao, Hui Feng, Tao Yang, Bo Hu, Yipeng Zhou

CoRR, 2016

Social Group Based Video Recommendation Addressing the Cold-Start Problem.

Chunfeng Yang, Yipeng Zhou, Liang Chen, Xiaopeng Zhang, Dah-Ming Chiu

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016

Who Are Like-Minded: Mining User Interest Similarity in Online Social Networks.

Chunfeng Yang, Yipeng Zhou, Dah Ming Chiu

Proceedings of the Tenth International Conference on Web and Social Media, 2016

2015

A Unifying Model and Analysis of P2P VoD Replication and Scheduling.

Yipeng Zhou, Tom Z. J. Fu, Dah Ming Chiu

IEEE/ACM Trans. Netw., 2015

Analysis and Detection of Fake Views in Online Video Services.

Liang Chen, Yipeng Zhou, Dah Ming Chiu

ACM Trans. Multim. Comput. Commun. Appl., 2015

Video Popularity Dynamics and Its Implication for Replication.

Yipeng Zhou, Liang Chen, Chunfeng Yang, Dah Ming Chiu

IEEE Trans. Multim., 2015

Smart Streaming for Online Video Services.

Liang Chen, Yipeng Zhou, Dah-Ming Chiu

IEEE Trans. Multim., 2015

Turbocharged Video Distribution via P2P.

Chunfeng Yang, Yipeng Zhou, Liang Chen, Tom Z. J. Fu, Dah-Ming Chiu

IEEE Trans. Circuits Syst. Video Technol., 2015

Thunder crystal: a novel crowdsourcing-based content distribution platform.

Liang Chen, Yipeng Zhou, Mi Jing, Richard T. B. Ma

Proceedings of the 25th ACM Workshop on Network and Operating Systems Support for Digital Audio and Video, 2015

Analyzing streaming performance in crowdsourcing-based video service systems.

Yipeng Zhou, Liang Chen, Mi Jing, Zhong Ming, Dah Ming Chiu

Proceedings of the 2015 IEEE International Workshop on Local and Metropolitan Area Networks, 2015

CDN bandwidth allocation in weakly interconnected networks.

Jiqiang Wu, Yipeng Zhou, Dah Ming Chiu, Zirong Zhu

Proceedings of the 2015 IEEE Symposium on Computers and Communication, 2015

Addressing Memory Wall Problem of Graph Computation in Reconfigurable System.

Xu Wang, Linan Huang, Yongxin Zhu, Yipeng Zhou, Huwan Peng, Haifei Xiong

Proceedings of the 17th IEEE International Conference on High Performance Computing and Communications, 2015

Modeling Streaming QoE in Wireless Networks with Large-Scale Measurement of User Behavior.

Zhujun Xiao, Yuedong Xu, Hui Feng, Tao Yang, Bo Hu, Yipeng Zhou

Proceedings of the 2015 IEEE Global Communications Conference, 2015

Automatic Image Semantic Annotation Based on the Tourism Domain Ontological Knowledge Base.

Pengfei Zhang, Junping Du, Dan Fan, Yipeng Zhou

Proceedings of the Computer Vision - CCF Chinese Conference, 2015

2014

Analytical QoE Models for Bit-Rate Switching in Dynamic Adaptive Streaming Systems.

Yuedong Xu, Yipeng Zhou, Dah-Ming Chiu

IEEE Trans. Mob. Comput., 2014

Exploring Coding Benefits in CDN-Based VoD Systems.

Yipeng Zhou, Yuedong Xu, Shengli Zhang

IEEE Trans. Circuits Syst. Video Technol., 2014

Modeling Dynamics of Online Video Popularity.

Jiqiang Wu, Yipeng Zhou, Dah-Ming Chiu, Youwei Hua, Zirong Zhu

CoRR, 2014

A study of user behavior in online VoD services.

Liang Chen, Yipeng Zhou, Dah Ming Chiu

Comput. Commun., 2014

Fake View Analytics in Online Video Services.

Liang Chen, Yipeng Zhou, Dah Ming Chiu

Proceedings of the 24th ACM Workshop on Network and Operating Systems Support for Digital Audio and Video, 2014

A lifetime model of online video popularity.

Liang Chen, Yipeng Zhou, Dah-Ming Chiu

Proceedings of the 23rd International Conference on Computer Communication and Networks, 2014

Efficient P2P video distribution by peer reorganization.

Chunfeng Yang, Yipeng Zhou, Tom Z. J. Fu, Dah Ming Chiu

Proceedings of the Sixth International Conference on Communication Systems and Networks, 2014

2013

On Replication Algorithm in P2P VoD.

Yipeng Zhou, Tom Z. J. Fu, Dah Ming Chiu

IEEE/ACM Trans. Netw., 2013

An Adaptive Cloud Downloading Service.

Yipeng Zhou, Tom Z. J. Fu, Dah Ming Chiu, Yan Huang

IEEE Trans. Multim., 2013

Smart Progressive Downloading.

Liang Chen, Yipeng Zhou, Dah Ming Chiu

CoRR, 2013

Video Browsing - A Study of User Behavior in Online VoD Services.

Liang Chen, Yipeng Zhou, Dah Ming Chiu

Proceedings of the 22nd International Conference on Computer Communication and Networks, 2013

2012

Modeling and analysis of peer-to-peer video on demand system.

Yipeng Zhou

PhD thesis, 2012

Server-assisted adaptive video replication for P2P VoD.

Yipeng Zhou, Tom Z. J. Fu, Dah Ming Chiu

Signal Process. Image Commun., 2012

Division-of-labor between server and P2P for streaming VoD.

Yipeng Zhou, Tom Z. J. Fu, Dah Ming Chiu

Proceedings of the 20th IEEE International Workshop on Quality of Service, 2012

Spatially adaptive threshold for image denoisng based on nonsubsampled contourlet transform.

Xiangda Sun, Junping Du, Yipeng Zhou

Proceedings of the 3rd IEEE International Conference on Network Infrastructure and Digital Content, 2012

Cross-media topic analysis and information retrieval.

Yipeng Zhou, Juan Hu, Junping Du

Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012

2011

A simple model for chunk-scheduling strategies in P2P streaming.

Yipeng Zhou, Dah-Ming Chiu, John C. S. Lui

IEEE/ACM Trans. Netw., 2011

Statistical modeling and analysis of P2P replication to support VoD service.

Yipeng Zhou, Tom Z. J. Fu, Dah Ming Chiu

Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

2010

Study on data based tourism management decision support system.

Su Wang, Junping Du, Yipeng Zhou, Zengqi Sun, Yingmin Jia

Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2010

2008

Association Rule Mining Based on the Semantic Categories of Tourism Information.

Yipeng Zhou, Junping Du, Guangping Zeng, Xuyan Tu

Proceedings of the Advances in Neural Networks, 2008

Constructing Tourism Association Words Set Based on Association Rule Mining.

Yipeng Zhou, Junping Du, Guangping Zeng, Xuyan Tu

Proceedings of the Fourth International Conference on Natural Computation, 2008

2007

Adaptive Scheduling Strategy for Data Stream Management System.

Guangzhong Sun, Yipeng Zhou, Yu Huang, Yinghua Zhou

Proceedings of the Advances in Data and Web Management, 2007

A Simple Model for Analyzing P2P Streaming Protocols.

Yipeng Zhou, Dah-Ming Chiu, John C. S. Lui

Proceedings of the IEEE International Conference on Network Protocols, 2007

2006

An Effective Scheduling Algorithm for Homogeneous System.

Yipeng Zhou, Guangzhong Sun, Yunlian Jiang, Yinlong Xu

Proceedings of the Grid and Cooperative Computing, 2006