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Yipeng Zhou

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

68

Venues

33

Active years

2007–2026

Best venue rank

A*

Where they publish

Papers

68 indexed papers, newest first.

YearVenueTitleAuthors
2026INFOCOMFBP-Eth2.0: A Fast Block Propagation in Ethereum 2.0 via Parallel Execution and Proactive Compaction.Chonghe Zhao, Yipeng Zhou, Shengli Zhang, Haojin Tang, Quan Z. Sheng, Lisheng Fan
2026INFOCOMEth2.0-NA: Modeling Message Propagation to Optimize Mesh Size in Ethereum 2.0 Network.Chonghe Zhao, Yipeng Zhou, Shengli Zhang, Taotao Wang, Quan Z. Sheng, Lisheng Fan
2025AAAIOvercoming 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
2025CIKMPKGRec: Personal Knowledge Graph Construction and Mining for Federated Recommendation Enhancement.Haochen Yuan, Yang Zhang, Quan Z. Sheng, Lina Yao, Yipeng Zhou, Xiang He, Zhongjie Wang
2025CIKMA Large-Scale Dataset of Interactions Between Weibo Users and Platform-Empowered LLM Agent.Shaokui Gu, Yongjie Yin, Qingyuan Gong, Fenghua Tong, Yipeng Zhou, Qiang Duan, Yang Chen
2025ICDMBeyond Parameters: Locally-Guided Knowledge Distillation for Decentralized Federated Learning.Behnaz Soltani, Yipeng Zhou, Saqr Khalil Saeed Thabet, Elaf Alhazmi, Lina Yao, Quan Z. Sheng
2025IJCAIFederated Learning at the Forefront of Fairness: A Multifaceted Perspective.Noorain Mukhtiar, Adnan Mahmood, Yipeng Zhou, Jian Yang, Jing Teng, Quan Z. Sheng
2025INFOCOMFLM-TopK: Expediting Federated Large Language Model Tuning by Sparsifying Intervalized Gradients.Wenqi Qiu, Yipeng Zhou, Jinzhi Wang, Quan Z. Sheng, Laizhong Cui
2025INFOCOMExClique: An Express Consensus Algorithm for High-Speed Transaction Process in Blockchains.Chonghe Zhao, Yipeng Zhou, Shengli Zhang, Quan Z. Sheng, Yang Zhang, Shiting Wen
2025WWWLocal Differentially Private Release of Infinite Streams With Temporal Relevance.Runze Wang, Jiahao Liu, Miao Hu, Yipeng Zhou, Di Wu
2025WACVSnapshot: Towards Application-Centered Models for Pedestrian Trajectory Prediction in Urban Traffic Environments.Nico Uhlemann, Yipeng Zhou, Tobias Simeon Mohr, Markus Lienkamp
2024ADMAFacilitating Feature Selection and Extraction in Clinical Trials with Large Language Models.Jiaji Guo, Wen Sun, Shiting Wen, Di Wu, Yipeng Zhou
2024ADMAA Communication-Concerned Federated Learning Framework Based on Clustering Selection.Weifeng Sun, Ailian Wang, Zunjing Gao, Yipeng Zhou
2024ADMATowards Efficient Decentralized Federated Learning: A Survey.Saqr Khalil Saeed Thabet, Behnaz Soltani, Yipeng Zhou, Quan Z. Sheng, Shiting Wen
2024CIKMDFLStar: A Decentralized Federated Learning Framework with Self-Knowledge Distillation and Participant Selection.Behnaz Soltani, Venus Haghighi, Yipeng Zhou, Quan Z. Sheng, Lina Yao
2024ICDMFGLBA: Enabling Highly-Effective and Stealthy Backdoor Attack on Federated Graph Learning.Qing Lu, Miao Hu, Di Wu, Yipeng Zhou, Mohsen Guizani, Quan Z. Sheng
2024ICMLFedLMT: 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
2024INFOCOMExpediting In-Network Federated Learning by Voting-Based Consensus Model Compression.Xiaoxin Su, Yipeng Zhou, Laizhong Cui, Song Guo
2024INFOCOMFed-CVLC: Compressing Federated Learning Communications with Variable-Length Codes.Xiaoxin Su, Yipeng Zhou, Laizhong Cui, John C. S. Lui, Jiangchuan Liu
2024INFOCOMDEthna: Accurate Ethereum Network Topology Discovery with Marked Transactions.Chonghe Zhao, Yipeng Zhou, Shengli Zhang, Taotao Wang, Quan Z. Sheng, Song Guo
2024IWQoSGazeFed: Privacy-Aware Personalized Gaze Prediction for Virtual Reality.Jiang Wu, Xuezheng Liu, Miao Hu, Hongxu Lin, Min Chen, Yipeng Zhou, Di Wu
2024NPCNo Fear of Domain Discrepancy: One-Shot Federated Learning via Class-Aware Distillation.Siyuan Wu, Yipeng Zhou, Miao Hu, Di Wu
2023ADMAAnalyzing the Convergence of Federated Learning with Biased Client Participation.Lei Tan, Miao Hu, Yipeng Zhou, Di Wu
2023DSAAEnhancing Federated Learning by One-Shot Transferring of Intermediate Features from Clients.Youxingzhu Deng, Yipeng Zhou, Gang Liu, Jessie Hui Wang, Shui Yu
2023ICA3PPFRAIM: A Feature Importance-Aware Incentive Mechanism for Vertical Federated Learning.Lei Tan, Yunchao Yang, Miao Hu, Yipeng Zhou, Di Wu
2023IJCAIFedDWA: Personalized Federated Learning with Dynamic Weight Adjustment.Jiahao Liu, Jiang Wu, Jinyu Chen, Miao Hu, Yipeng Zhou, Di Wu
2023IJCAIA Survey of Federated Evaluation in Federated Learning.Behnaz Soltani, Yipeng Zhou, Venus Haghighi, John C. S. Lui
2023IJCAIBARA: Efficient Incentive Mechanism with Online Reward Budget Allocation in Cross-Silo Federated Learning.Yunchao Yang, Yipeng Zhou, Miao Hu, Di Wu, Quan Z. Sheng
2022ICNPBoost Decentralized Federated Learning in Vehicular Networks by Diversifying Data Sources.Dongyuan Su, Yipeng Zhou, Laizhong Cui
2022INFOCOMOptimal Rate Adaption in Federated Learning with Compressed Communications.Laizhong Cui, Xiaoxin Su, Yipeng Zhou, Jiangchuan Liu
2022INFOCOMOtus: A Gaze Model-based Privacy Control Framework for Eye Tracking Applications.Miao Hu, Zhenxiao Luo, Yipeng Zhou, Xuezheng Liu, Di Wu
2021INFOCOMP-FedAvg: Parallelizing Federated Learning with Theoretical Guarantees.Zhicong Zhong, Yipeng Zhou, Di Wu, Xu Chen, Min Chen, Chao Li, Quan Z. Sheng
2021NOSSDAVCrowdSR: 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
2021NOSSDAVVibra: neural adaptive streaming of VBR-encoded videos.Gangqiang Zhou, Run Wu, Miao Hu, Yipeng Zhou, Tom Z. J. Fu, Di Wu
2021TrustComRobust Sensor Fusion Algorithms Against Voice Command Attacks in Autonomous Vehicles.Jiwei Guan, Xi Zheng, Chen Wang, Yipeng Zhou, Alireza Jolfaei
2021TrustComSybil Attacks and Defense on Differential Privacy based Federated Learning.Yupeng Jiang, Yong Li, Yipeng Zhou, Xi Zheng
2020GLOBECOMClusterGrad: Adaptive Gradient Compression by Clustering in Federated Learning.Laizhong Cui, Xiaoxin Su, Yipeng Zhou, Lei Zhang
2020IC2EEdgeSum: Edge-Based Video Summarization with Dash Cams.Jayden King, Lily Huang, Di Wu, Yipeng Zhou, Young Choon Lee
2020ICONIPAMBR: Boosting the Performance of Personalized Recommendation via Learning from Multi-behavior Data.Chen Wang, Shilu Lin, Zhicong Zhong, Yipeng Zhou, Di Wu
2020ICTAISoMem: A Self-optimizing Memory Network for Distributed Person Re-identification.Jianming Lv, Chaojie Hu, Yipeng Zhou, Xiaojun Chen
2020NOSSDAVLiveClip: towards intelligent mobile short-form video streaming with deep reinforcement learning.Jianchao He, Miao Hu, Yipeng Zhou, Di Wu
2020SRDSOn the Detection of Shilling Attacks in Federated Collaborative Filtering.Yangfan Jiang, Yipeng Zhou, Di Wu, Chao Li, Yan Wang
2019ICWECrowdsourced Time-Sync Video Recommendation via Semantic-Aware Neural Collaborative Filtering.Zhanpeng Wu, Yan Zhou, Di Wu, Yipeng Zhou, Jing Qin
2019NOSSDAVTAMF: towards personalized time-aware recommendation for over-the-top videos.Zhanpeng Wu, Yipeng Zhou, Di Wu, Min Chen, Yuedong Xu
2018IGARSSMulti-Channnel and Mimo Sar Anti-Jamming Analysis.Ruijia Wang, Bing Sun, Chengsi Yi, Jie Chen, Yipeng Zhou
2017ICIGGECKO: Gamer Experience-Centric Bitrate Control Algorithm for Cloud Gaming.Yi-Hao Ke, Guoqiao Ye, Di Wu, Yipeng Zhou, Edith C. H. Ngai, Han Hu
2017INFOCOMOn the "familiar stranger" phenomenon in a large-scale VoD system.Chen Zhang, Yuedong Xu, Yipeng Zhou, Xiaoming Fu
2017NOSSDAVUnveiling Latent Behaviors of Video Viewers with Cross-Platform Information.Xuhong Gu, Yipeng Zhou, Di Wu, Terence H. Chan, Min Chen
2017NOSSDAVAnalysis of User Behavior in a Large-Scale VoD System.Lei Huang, Bowen Ding, Yuedong Xu, Yipeng Zhou
2017NOSSDAVContext-aware Video Recommendation by Mining Users' View Preferences Based on Access Points.Jiaming Zhang, Yipeng Zhou, Di Wu, Chunfeng Yang
2016ICWSMWho Are Like-Minded: Mining User Interest Similarity in Online Social Networks.Chunfeng Yang, Yipeng Zhou, Dah Ming Chiu
2016PAKDDSocial Group Based Video Recommendation Addressing the Cold-Start Problem.Chunfeng Yang, Yipeng Zhou, Liang Chen, Xiaopeng Zhang, Dah-Ming Chiu
2015GLOBECOMModeling Streaming QoE in Wireless Networks with Large-Scale Measurement of User Behavior.Zhujun Xiao, Yuedong Xu, Hui Feng, Tao Yang, Bo Hu, Yipeng Zhou
2015HPCCAddressing Memory Wall Problem of Graph Computation in Reconfigurable System.Xu Wang, Linan Huang, Yongxin Zhu, Yipeng Zhou, Huwan Peng, Haifei Xiong
2015ISCCCDN bandwidth allocation in weakly interconnected networks.Jiqiang Wu, Yipeng Zhou, Dah Ming Chiu, Zirong Zhu
2015IWQoSModeling dynamics of online video popularity.Jiqiang Wu, Yipeng Zhou, Dah Ming Chiu, Zirong Zhu
2015LANMANAnalyzing streaming performance in crowdsourcing-based video service systems.Yipeng Zhou, Liang Chen, Mi Jing, Zhong Ming, Dah Ming Chiu
2015NOSSDAVThunder crystal: a novel crowdsourcing-based content distribution platform.Liang Chen, Yipeng Zhou, Mi Jing, Richard T. B. Ma
2014COMSNETSEfficient P2P video distribution by peer reorganization.Chunfeng Yang, Yipeng Zhou, Tom Z. J. Fu, Dah Ming Chiu
2014ICCCNA lifetime model of online video popularity.Liang Chen, Yipeng Zhou, Dah-Ming Chiu
2014NOSSDAVFake View Analytics in Online Video Services.Liang Chen, Yipeng Zhou, Dah Ming Chiu
2013ICCCNVideo Browsing - A Study of User Behavior in Online VoD Services.Liang Chen, Yipeng Zhou, Dah Ming Chiu
2012INFOCOMA unifying model and analysis of P2P VoD replication and scheduling.Yipeng Zhou, Tom Z. J. Fu, Dah Ming Chiu
2012IWQoSDivision-of-labor between server and P2P for streaming VoD.Yipeng Zhou, Tom Z. J. Fu, Dah Ming Chiu
2011INFOCOMStatistical modeling and analysis of P2P replication to support VoD service.Yipeng Zhou, Tom Z. J. Fu, Dah Ming Chiu
2008ICNCConstructing Tourism Association Words Set Based on Association Rule Mining.Yipeng Zhou, Junping Du, Guangping Zeng, Xuyan Tu
2008ISNNAssociation Rule Mining Based on the Semantic Categories of Tourism Information.Yipeng Zhou, Junping Du, Guangping Zeng, Xuyan Tu
2007ICNPA Simple Model for Analyzing P2P Streaming Protocols.Yipeng Zhou, Dah-Ming Chiu, John C. S. Lui