An Effective Scheduling Algorithm for Homogeneous System. - Yipeng Zhou; Guangzhong Sun; Yunlian Jiang; Yinlong Xu (GCC, 2006)

A Simple Model for Analyzing P2P Streaming Protocols. - Yipeng Zhou; Dah-Ming Chiu; John C. S. Lui (ICNP, 2007)

Adaptive Scheduling Strategy for Data Stream Management System. - Guangzhong Sun; Yipeng Zhou; Yu Huang 002; Yinghua Zhou (APWeb/WAIM, 2007)

Constructing Tourism Association Words Set Based on Association Rule Mining. - Yipeng Zhou; Junping Du 001; Guangping Zeng; Xuyan Tu (ICNC (1), 2008)

Association Rule Mining Based on the Semantic Categories of Tourism Information. - Yipeng Zhou; Junping Du 001; Guangping Zeng; Xuyan Tu (ISNN (2), 2008)

Study on data based tourism management decision support system. - Su Wang; Junping Du 001; Yipeng Zhou; Zengqi Sun; Yingmin Jia (ICNSC, 2010)

Statistical modeling and analysis of P2P replication to support VoD service. - Yipeng Zhou; Tom Z. J. Fu; Dah Ming Chiu (INFOCOM, 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)

Cross-media topic analysis and information retrieval. - Yipeng Zhou; Juan Hu; Junping Du 001 (FSKD, 2012)

Spatially adaptive threshold for image denoisng based on nonsubsampled contourlet transform. - Xiangda Sun; Junping Du 001; Yipeng Zhou (IC-NIDC, 2012)

Division-of-labor between server and P2P for streaming VoD. - Yipeng Zhou; Tom Z. J. Fu; Dah Ming Chiu (IWQoS, 2012)

Server-assisted adaptive video replication for P2P VoD. - Yipeng Zhou; Tom Z. J. Fu; Dah Ming Chiu (Signal Process. Image Commun., 2012)

Modeling and analysis of peer-to-peer video on demand system. - Yipeng Zhou (2012)

Video Browsing - A Study of User Behavior in Online VoD Services. - Liang Chen 009; Yipeng Zhou; Dah Ming Chiu (ICCCN, 2013)

Smart Progressive Downloading. - Liang Chen 009; Yipeng Zhou; Dah Ming Chiu (CoRR, 2013)

An Adaptive Cloud Downloading Service. - Yipeng Zhou; Tom Z. J. Fu; Dah Ming Chiu; Yan Huang (IEEE Trans. Multim., 2013)

On Replication Algorithm in P2P VoD. - Yipeng Zhou; Tom Z. J. Fu; Dah Ming Chiu (IEEE/ACM Trans. Netw., 2013)

Efficient P2P video distribution by peer reorganization. - Chunfeng Yang; Yipeng Zhou; Tom Z. J. Fu; Dah Ming Chiu (COMSNETS, 2014)

A lifetime model of online video popularity. - Liang Chen 009; Yipeng Zhou; Dah-Ming Chiu (ICCCN, 2014)

Fake View Analytics in Online Video Services. - Liang Chen 009; Yipeng Zhou; Dah Ming Chiu (NOSSDAV, 2014)

A study of user behavior in online VoD services. - Liang Chen 009; Yipeng Zhou; Dah Ming Chiu (Comput. Commun., 2014)

Modeling Dynamics of Online Video Popularity. - Jiqiang Wu; Yipeng Zhou; Dah-Ming Chiu; Youwei Hua; Zirong Zhu (CoRR, 2014)

Exploring Coding Benefits in CDN-Based VoD Systems. - Yipeng Zhou; Yuedong Xu 001; Shengli Zhang 001 (IEEE Trans. Circuits Syst. Video Technol., 2014)

Analytical QoE Models for Bit-Rate Switching in Dynamic Adaptive Streaming Systems. - Yuedong Xu 001; Yipeng Zhou; Dah-Ming Chiu (IEEE Trans. Mob. Comput., 2014)

Automatic Image Semantic Annotation Based on the Tourism Domain Ontological Knowledge Base. - Pengfei Zhang; Junping Du 001; Dan Fan; Yipeng Zhou (CCCV (2), 2015)

Modeling Streaming QoE in Wireless Networks with Large-Scale Measurement of User Behavior. - Zhujun Xiao; Yuedong Xu 001; Hui Feng 001; Tao Yang 008; Bo Hu 002; Yipeng Zhou (GLOBECOM, 2015)

Addressing Memory Wall Problem of Graph Computation in Reconfigurable System. - Xu Wang 010; Linan Huang; Yongxin Zhu 001; Yipeng Zhou; Huwan Peng; Haifei Xiong (HPCC/CSS/ICESS, 2015)

CDN bandwidth allocation in weakly interconnected networks. - Jiqiang Wu; Yipeng Zhou; Dah Ming Chiu; Zirong Zhu (ISCC, 2015)

Analyzing streaming performance in crowdsourcing-based video service systems. - Yipeng Zhou; Liang Chen 009; Mi Jing; Zhong Ming 001; Dah Ming Chiu (LANMAN, 2015)

Thunder crystal: a novel crowdsourcing-based content distribution platform. - Liang Chen 009; Yipeng Zhou; Mi Jing; Richard T. B. Ma (NOSSDAV, 2015)

Turbocharged Video Distribution via P2P. - Chunfeng Yang; Yipeng Zhou; Liang Chen 009; Tom Z. J. Fu; Dah-Ming Chiu (IEEE Trans. Circuits Syst. Video Technol., 2015)

Smart Streaming for Online Video Services. - Liang Chen 009; Yipeng Zhou; Dah-Ming Chiu (IEEE Trans. Multim., 2015)

Video Popularity Dynamics and Its Implication for Replication. - Yipeng Zhou; Liang Chen 009; Chunfeng Yang; Dah Ming Chiu (IEEE Trans. Multim., 2015)

Analysis and Detection of Fake Views in Online Video Services. - Liang Chen 009; Yipeng Zhou; Dah Ming Chiu (ACM Trans. Multim. Comput. Commun. Appl., 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)

Who Are Like-Minded: Mining User Interest Similarity in Online Social Networks. - Chunfeng Yang; Yipeng Zhou; Dah Ming Chiu (ICWSM, 2016)

Social Group Based Video Recommendation Addressing the Cold-Start Problem. - Chunfeng Yang; Yipeng Zhou; Liang Chen 009; Xiaopeng Zhang; Dah-Ming Chiu (PAKDD (2), 2016)

Modeling QoE of Video Streaming in Wireless Networks with Large-Scale Measurement of User Behavior. - Yuedong Xu 001; Zhujun Xiao; Hui Feng 001; Tao Yang 008; Bo Hu 002; Yipeng Zhou (CoRR, 2016)

Social-group-based ranking algorithms for cold-start video recommendation. - Chunfeng Yang; Yipeng Zhou; Liang Chen 009; Xiaopeng Zhang; Dah Ming Chiu (Int. J. Data Sci. Anal., 2016)

Modeling Dynamics of Online Video Popularity. - Jiqiang Wu; Yipeng Zhou; Dah Ming Chiu; Zirong Zhu (IEEE Trans. Multim., 2016)

Measuring and Analyzing Third-Party Mobile Game App Stores in China. - Tingting Wang 002; Di Wu 001; Jiaming Zhang; Min Chen 003; Yipeng Zhou (IEEE Trans. Netw. Serv. Manag., 2016)

Design, Implementation, and Measurement of a Crowdsourcing-Based Content Distribution Platform. - Yipeng Zhou; Liang Chen 009; Mi Jing; Shenglong Zou; Richard Tianbai Ma (ACM Trans. Multim. Comput. Commun. Appl., 2016)

GECKO: Gamer Experience-Centric Bitrate Control Algorithm for Cloud Gaming. - Yi-Hao Ke; Guoqiao Ye; Di Wu 001; Yipeng Zhou; Edith C. H. Ngai; Han Hu 003 (ICIG (2), 2017)

On the "familiar stranger" phenomenon in a large-scale VoD system. - Chen Zhang; Yuedong Xu 001; Yipeng Zhou; Xiaoming Fu 001 (INFOCOM Workshops, 2017)

Unveiling Latent Behaviors of Video Viewers with Cross-Platform Information. - Xuhong Gu; Yipeng Zhou; Di Wu 001; Terence H. Chan; Min Chen 003 (NOSSDAV, 2017)

Analysis of User Behavior in a Large-Scale VoD System. - Lei Huang; Bowen Ding; Yuedong Xu 001; Yipeng Zhou (NOSSDAV, 2017)

Context-aware Video Recommendation by Mining Users' View Preferences Based on Access Points. - Jiaming Zhang; Yipeng Zhou; Di Wu 001; Chunfeng Yang (NOSSDAV, 2017)

Towards Cost Minimization With Renewable Energy Sharing in Cooperative Residential Communities. - Guoqiao Ye; Gaoxiang Li; Di Wu 001; Xu Chen 004; Yipeng Zhou (IEEE Access, 2017)

Modeling and Quantifying the Forces Driving Online Video Popularity Evolution. - Jiqiang Wu; Yipeng Zhou; Dah Ming Chiu (CoRR, 2017)

Modeling Buffer Starvations of Video Streaming in Cellular Networks with Large-Scale Measurement of User Behavior. - Yuedong Xu 001; Zhujun Xiao; Hui Feng 001; Tao Yang 008; Bo Hu 002; Yipeng Zhou (IEEE Trans. Mob. Comput., 2017)

Multi-Channnel and Mimo Sar Anti-Jamming Analysis. - Ruijia Wang; Bing Sun 002; Chengsi Yi; Jie Chen 009; Yipeng Zhou (IGARSS, 2018)

Utility Maximization of Cloud-Based In-Car Video Recording Over Vehicular Access Networks. - Zhaobin Deng; Yipeng Zhou; Di Wu 001; Guoqiao Ye; Min Chen 003; Liang Xiao 003 (IEEE Internet Things J., 2018)

Buffer State is Enough: Simplifying the Design of QoE-Aware HTTP Adaptive Video Streaming. - Weiwei Huang; Yipeng Zhou; Xueyan Xie; Di Wu 001; Min Chen 003; Edith C. H. Ngai (IEEE Trans. Broadcast., 2018)

Replicating Coded Content in Crowdsourcing-Based CDN Systems. - Yipeng Zhou; Terence H. Chan; Siu-Wai Ho; Guoqiao Ye; Di Wu 001 (IEEE Trans. Circuits Syst. Video Technol., 2018)

Performance Analysis of Thunder Crystal: A Crowdsourcing-Based Video Distribution Platform. - Yipeng Zhou; Liang Chen 009; Mi Jing; Zhong Ming 001; Yuedong Xu 001 (IEEE Trans. Circuits Syst. Video Technol., 2018)

Statistical Study of View Preferences for Online Videos With Cross-Platform Information. - Yipeng Zhou; Xuhong Gu; Di Wu 001; Min Chen 003; Terence H. Chan; Siu-Wai Ho (IEEE Trans. Multim., 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 001 (IEEE Trans. Multim., 2018)

User Behavior Analysis and Video Popularity Prediction on a Large-Scale VoD System. - Lei Huang; Bowen Ding; Aining Wang; Yuedong Xu 001; Yipeng Zhou; Xiang Li 010 (ACM Trans. Multim. Comput. Commun. Appl., 2018)

Crowdsourced Time-Sync Video Recommendation via Semantic-Aware Neural Collaborative Filtering. - Zhanpeng Wu; Yan Zhou; Di Wu 001; Yipeng Zhou; Jing Qin 001 (ICWE, 2019)

TAMF: towards personalized time-aware recommendation for over-the-top videos. - Zhanpeng Wu; Yipeng Zhou; Di Wu 001; Min Chen 003; Yuedong Xu 001 (NOSSDAV, 2019)

Exploring Popularity Predictability of Online Videos With Fourier Transform. - Yan Zhou; Zhanpeng Wu; Yipeng Zhou; Miao Hu 001; Chunfeng Yang; Jing Qin 001 (IEEE Access, 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 001 (IEEE/ACM Trans. Netw., 2019)

Learning Driven Computation Offloading for Asymmetrically Informed Edge Computing. - Miao Hu 001; Lei Zhuang; Di Wu 001; Yipeng Zhou; Xu Chen 004; Liang Xiao 003 (IEEE Trans. Parallel Distributed Syst., 2019)

ClusterGrad: Adaptive Gradient Compression by Clustering in Federated Learning. - Laizhong Cui; Xiaoxin Su; Yipeng Zhou; Lei Zhang 066 (GLOBECOM, 2020)

EdgeSum: Edge-Based Video Summarization with Dash Cams. - Jayden King; Lily Huang; Di Wu 001; Yipeng Zhou; Young Choon Lee (IC2E, 2020)

AMBR: Boosting the Performance of Personalized Recommendation via Learning from Multi-behavior Data. - Chen Wang 008; Shilu Lin; Zhicong Zhong; Yipeng Zhou; Di Wu 001 (ICONIP (3), 2020)

SoMem: A Self-optimizing Memory Network for Distributed Person Re-identification. - Jianming Lv; Chaojie Hu; Yipeng Zhou; Xiaojun Chen 004 (ICTAI, 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 (iThings/GreenCom/CPSCom/SmartData/Cybermatics, 2020)

LiveClip: towards intelligent mobile short-form video streaming with deep reinforcement learning. - Jianchao He; Miao Hu 001; Yipeng Zhou; Di Wu 001 (NOSSDAV, 2020)

On the Detection of Shilling Attacks in Federated Collaborative Filtering. - Yangfan Jiang 003; Yipeng Zhou; Di Wu 001; Chao Li 067; Yan Wang 002 (SRDS, 2020)

Mitigating Sybil Attacks on Differential Privacy based Federated Learning. - Yupeng Jiang; Yong Li; Yipeng Zhou; Xi Zheng 001 (CoRR, 2020)

DeepFusion: predicting movie popularity via cross-platform feature fusion. - Wen Bai; Yuxiao Zhang; Weiwei Huang; Yipeng Zhou; Di Wu 001; Gang Liu 028; Liang Xiao 003 (Multim. Tools Appl., 2020)

Exploiting user reviews for automatic movie tagging. - Canrui Wu; Chen Wang 008; Yipeng Zhou; Di Wu 001; Min Chen 003; Jessie Hui Wang; Jing Qin 001 (Multim. Tools Appl., 2020)

Robust Size Estimation of Online Social Networks via Subgraph Sampling. - Yangfan Jiang 003; Yao Fu; Yipeng Zhou; Di Wu 001 (IEEE Trans. Netw. Sci. Eng., 2020)

Heterogeneous Edge Offloading With Incomplete Information: A Minority Game Approach. - Miao Hu 001; Zixuan Xie; Di Wu 001; Yipeng Zhou; Xu Chen 004; Liang Xiao 003 (IEEE Trans. Parallel Distributed Syst., 2020)

P-FedAvg: Parallelizing Federated Learning with Theoretical Guarantees. - Zhicong Zhong; Yipeng Zhou; Di Wu 001; Xu Chen 004; Min Chen 003; Chao Li 067; Quan Z. Sheng (INFOCOM, 2021)

Generating High-quality Movie Tags from Social Reviews: A Learning-driven Approach. - Zhenxiao Luo; Guopin Tang; Chen Wang 008; Yipeng Zhou; James Xi Zheng; Jessie Hui Wang; Gang Liu 028; Di Wu 001 (iThings/GreenCom/CPSCom/SmartData/Cybermatics, 2021)

Gaming at the Edge: A Weighted Congestion Game Approach for Latency-Sensitive Scheduling. - Xuezheng Liu; Ke Liu; Guoqiao Ye; Miao Hu 001; Yipeng Zhou; Di Wu 001 (MSN, 2021)

CrowdSR: enabling high-quality video ingest in crowdsourced livecast via super-resolution. - Zhenxiao Luo; Zelong Wang; Jinyu Chen; Miao Hu 001; Yipeng Zhou; Tom Z. J. Fu; Di Wu 001 (NOSSDAV, 2021)

Vibra: neural adaptive streaming of VBR-encoded videos. - Gangqiang Zhou; Run Wu; Miao Hu 001; Yipeng Zhou; Tom Z. J. Fu; Di Wu 001 (NOSSDAV, 2021)

Robust Sensor Fusion Algorithms Against Voice Command Attacks in Autonomous Vehicles. - Jiwei Guan; Xi Zheng 001; Chen Wang 008; Yipeng Zhou; Alireza Jolfaei (TrustCom, 2021)

Sybil Attacks and Defense on Differential Privacy based Federated Learning. - Yupeng Jiang; Yong Li; Yipeng Zhou; Xi Zheng 001 (TrustCom, 2021)

On the Practicality of Differential Privacy in Federated Learning by Tuning Iteration Times. - Yao Fu; Yipeng Zhou; Di Wu 001; Shui Yu 001; Yonggang Wen 001; Chao Li 067 (CoRR, 2021)

Gain without Pain: Offsetting DP-injected Nosies Stealthily in Cross-device Federated Learning. - Wenzhuo Yang; Yipeng Zhou; Miao Hu 001; Di Wu 001; James Xi Zheng; Hui Wang 011; Song Guo 001 (CoRR, 2021)

Robust Sensor Fusion Algorithms Against VoiceCommand Attacks in Autonomous Vehicles. - Jiwei Guan; Xi Zheng 001; Chen Wang 008; Yipeng Zhou; Alireza Jolfaei (CoRR, 2021)

Optimizing the Numbers of Queries and Replies in Federated Learning with Differential Privacy. - Yipeng Zhou; Xuezheng Liu; Yao Fu; Di Wu 001; Chao Li 067; Shui Yu 001 (CoRR, 2021)

A Blockchain-Based Containerized Edge Computing Platform for the Internet of Vehicles. - Laizhong Cui; Ziteng Chen; Shu Yang 002; Zhongxing Ming; Qi Li 002; Yipeng Zhou; Shiping Chen 001; Qinghua Lu 001 (IEEE Internet Things J., 2021)

Privacy-Preserving Federated Learning Framework Based on Chained Secure Multiparty Computing. - Yong Li; Yipeng Zhou; Alireza Jolfaei; Dongjin Yu; Gaochao Xu; Xi Zheng 001 (IEEE Internet Things J., 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)

Virtual reality: A survey of enabling technologies and its applications in IoT. - Miao Hu 001; Xianzhuo Luo; Jiawen Chen; Young Choon Lee; Yipeng Zhou; Di Wu 001 (J. Netw. Comput. Appl., 2021)

Slashing Communication Traffic in Federated Learning by Transmitting Clustered Model Updates. - Laizhong Cui; Xiaoxin Su; Yipeng Zhou; Yi Pan 001 (IEEE J. Sel. Areas Commun., 2021)

TVG-Streaming: Learning User Behaviors for QoE-Optimized 360-Degree Video Streaming. - Miao Hu 001; Jiawen Chen; Di Wu 001; Yipeng Zhou; Yi Wang 004; Hong-Ning Dai (IEEE Trans. Circuits Syst. Video Technol., 2021)

Edge Learning for Surveillance Video Uploading Sharing in Public Transport Systems. - Laizhong Cui; Dongyuan Su; Yipeng Zhou; Lei Zhang 066; Yulei Wu; Shiping Chen 001 (IEEE Trans. Intell. Transp. Syst., 2021)

Collaboratively Replicating Encoded Content on RSUs to Enhance Video Services for Vehicles. - Yipeng Zhou; Jiawen Chen; Guoqiao Ye; Di Wu 001; Jessie Hui Wang; Min Chen 003 (IEEE Trans. Mob. Comput., 2021)

Sparkle: User-Aware Viewport Prediction in 360-Degree Video Streaming. - Jinyu Chen; Xianzhuo Luo; Miao Hu 001; Di Wu 001; Yipeng Zhou (IEEE Trans. Multim., 2021)

Boost Decentralized Federated Learning in Vehicular Networks by Diversifying Data Sources. - Dongyuan Su; Yipeng Zhou; Laizhong Cui (ICNP, 2022)

Optimal Rate Adaption in Federated Learning with Compressed Communications. - Laizhong Cui; Xiaoxin Su; Yipeng Zhou; Jiangchuan Liu (INFOCOM, 2022)

Otus: A Gaze Model-based Privacy Control Framework for Eye Tracking Applications. - Miao Hu 001; Zhenxiao Luo; Yipeng Zhou; Xuezheng Liu; Di Wu 001 (INFOCOM, 2022)

Deep Hierarchy Quantization Compression algorithm based on Dynamic Sampling. - Wan Jiang; Gang Liu 028; Xiaofeng Chen; Yipeng Zhou (CoRR, 2022)

Generalized core maintenance of dynamic bipartite graphs. - Wen Bai; Yadi Chen; Di Wu 001; Zhichuan Huang; Yipeng Zhou; Chuan Xu (Data Min. Knowl. Discov., 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 002; Yipeng Zhou; Wei Xiao (IEEE Internet Things J., 2022)

Gain Without Pain: Offsetting DP-Injected Noises Stealthily in Cross-Device Federated Learning. - Wenzhuo Yang; Yipeng Zhou; Miao Hu 001; Di Wu 001; Xi Zheng 001; Jessie Hui Wang; Song Guo 001; Chao Li 067 (IEEE Internet Things J., 2022)

USST: A two-phase privacy-preserving framework for personalized recommendation with semi-distributed training. - Yipeng Zhou; Jun Liu 001; Jessie Hui Wang; Jilong Wang 001; Guanfeng Liu 001; Di Wu 001; Chao Li 067; Shui Yu 001 (Inf. Sci., 2022)

A Fast Blockchain-Based Federated Learning Framework With Compressed Communications. - Laizhong Cui; Xiaoxin Su; Yipeng Zhou (IEEE J. Sel. Areas Commun., 2022)

Better guarantees for k-median with service installation costs. - Zhen Zhang 025; Yipeng Zhou; Shaoqian Yu (Theor. Comput. Sci., 2022)

A Covert Electricity-Theft Cyberattack Against Machine Learning-Based Detection Models. - Lei Cui 006; Lei Guo 019; Longxiang Gao; Borui Cai; Youyang Qu; Yipeng Zhou; Shui Yu 001 (IEEE Trans. Ind. Informatics, 2022)

AdaFed: Optimizing Participation-Aware Federated Learning With Adaptive Aggregation Weights. - Lei Tan; Xiaoxi Zhang 001; Yipeng Zhou; Xinkai Che; Miao Hu 001; Xu Chen 004; Di Wu 001 (IEEE Trans. Netw. Sci. Eng., 2022)

Accelerating Federated Learning via Parallel Servers: A Theoretically Guaranteed Approach. - Xuezheng Liu; Zhicong Zhong; Yipeng Zhou; Di Wu 001; Xu Chen 004; Min Chen 003; Quan Z. Sheng (IEEE/ACM Trans. Netw., 2022)

PPVC: Online Learning Toward Optimized Video Content Caching. - Zhengkai Shi; Yipeng Zhou; Di Wu 001; Chen Wang 008 (IEEE/ACM Trans. Netw., 2022)

Incentive-Aware Autonomous Client Participation in Federated Learning. - Miao Hu 001; Di Wu 001; Yipeng Zhou; Xu Chen 004; Min Chen 003 (IEEE Trans. Parallel Distributed Syst., 2022)

Optimizing Video Caching at the Edge: A Hybrid Multi-Point Process Approach. - Xianzhi Zhang; Yipeng Zhou; Di Wu 001; Miao Hu 001; James Xi Zheng; Min Chen 003; Song Guo 001 (IEEE Trans. Parallel Distributed Syst., 2022)

RAP: A Light-Weight Privacy-Preserving Framework for Recommender Systems. - Miao Hu 001; Di Wu 001; Run Wu; Zhenkai Shi; Min Chen 003; Yipeng Zhou (IEEE Trans. Serv. Comput., 2022)

The Role of Communication Time in the Convergence of Federated Edge Learning. - Yipeng Zhou; Yao Fu; Zhenxiao Luo; Miao Hu 001; Di Wu 001; Quan Z. Sheng; Shui Yu 001 (IEEE Trans. Veh. Technol., 2022)

Analyzing the Convergence of Federated Learning with Biased Client Participation. - Lei Tan; Miao Hu 001; Yipeng Zhou; Di Wu 001 (ADMA (2), 2023)

Enhancing Federated Learning by One-Shot Transferring of Intermediate Features from Clients. - Youxingzhu Deng; Yipeng Zhou; Gang Liu 028; Jessie Hui Wang; Shui Yu 001 (DSAA, 2023)

FRAIM: A Feature Importance-Aware Incentive Mechanism for Vertical Federated Learning. - Lei Tan; Yunchao Yang; Miao Hu 001; Yipeng Zhou; Di Wu 001 (ICA3PP (5), 2023)

Understanding and Improving Perceptual Quality of Volumetric Video Streaming. - Mengyu Yang; Di Wu 001; Zelong Wang; Miao Hu 001; Yipeng Zhou (ICME, 2023)

FedDWA: Personalized Federated Learning with Dynamic Weight Adjustment. - Jiahao Liu; Jiang Wu; Jinyu Chen; Miao Hu 001; Yipeng Zhou; Di Wu 001 (IJCAI, 2023)

A Survey of Federated Evaluation in Federated Learning. - Behnaz Soltani; Yipeng Zhou; Venus Haghighi; John C. S. Lui (IJCAI, 2023)

BARA: Efficient Incentive Mechanism with Online Reward Budget Allocation in Cross-Silo Federated Learning. - Yunchao Yang; Yipeng Zhou; Miao Hu 001; Di Wu 001; Quan Z. Sheng (IJCAI, 2023)

Weakly-supervised object localization with gradient-pyramid feature. - Zhongjie Mao; Yipeng Zhou; Jun Sun 008; Hao Wu 039; Feng Pan 004; Bilal Ahmad (Appl. Intell., 2023)

Edge-Based Video Analytics: A Survey. - Miao Hu 001; Zhenxiao Luo; Amirmohammad Pasdar; Young Choon Lee; Yipeng Zhou; Di Wu 001 (CoRR, 2023)

FedDWA: Personalized Federated Learning with Online Weight Adjustment. - Jiahao Liu; Jiang Wu; Jinyu Chen; Miao Hu 001; Yipeng Zhou; Di Wu 001 (CoRR, 2023)

pFedSim: Similarity-Aware Model Aggregation Towards Personalized Federated Learning. - Jiahao Tan; Yipeng Zhou; Gang Liu 028; Jessie Hui Wang; Shui Yu 001 (CoRR, 2023)

cRVR: A Stackelberg Game Approach for Joint Privacy-Aware Video Requesting and Edge Caching. - Xianzhi Zhang; Linchang Xiao; Yipeng Zhou; Miao Hu 001; Di Wu 001; Gang Liu 028 (CoRR, 2023)

Optimizing the Numbers of Queries and Replies in Convex Federated Learning With Differential Privacy. - Yipeng Zhou; Xuezheng Liu; Yao Fu; Di Wu 001; Jessie Hui Wang; Shui Yu 001 (IEEE Trans. Dependable Secur. Comput., 2023)

Boosting Accuracy of Differentially Private Federated Learning in Industrial IoT With Sparse Responses. - Laizhong Cui; Jiating Ma; Yipeng Zhou; Shui Yu 001 (IEEE Trans. Ind. Informatics, 2023)

Towards Real-Time Video Caching at Edge Servers: A Cost-Aware Deep Q-Learning Solution. - Laizhong Cui; Erchao Ni; Yipeng Zhou; Zhi Wang 001; Lei Zhang 066; Jiangchuan Liu; Yuedong Xu 001 (IEEE Trans. Multim., 2023)

LiveSR: Enabling Universal HD Live Video Streaming With Crowdsourced Online Learning. - Zhenxiao Luo; Zelong Wang; Miao Hu 001; Yipeng Zhou; Di Wu 001 (IEEE Trans. Multim., 2023)

Offloading Elastic Transfers to Opportunistic Vehicular Networks Based on Imperfect Trajectory Prediction. - Chao Xu 015; Jessie Hui Wang; Jilong Wang 001; Tao Yu; Yipeng Zhou; Yuedong Xu 001; Di Wu 001; Changqing An (IEEE/ACM Trans. Netw., 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., 2023)

On Model Transmission Strategies in Federated Learning With Lossy Communications. - Xiaoxin Su; Yipeng Zhou; Laizhong Cui; Jiangchuan Liu (IEEE Trans. Parallel Distributed Syst., 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., 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., 2023)

Communication compression techniques in distributed deep learning: A survey. - Zeqin Wang; Ming Wen; Yuedong Xu 001; Yipeng Zhou; Jessie Hui Wang; Liang Zhang (J. Syst. Archit., 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., 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., 2023)

Optimizing Parameter Mixing Under Constrained Communications in Parallel Federated Learning. - Xuezheng Liu; Zirui Yan; Yipeng Zhou; Di Wu 001; Xu Chen 004; Jessie Hui Wang (IEEE/ACM Trans. Netw., 2023)

Facilitating Feature Selection and Extraction in Clinical Trials with Large Language Models. - Jiaji Guo; Wen Sun; Shiting Wen; Di Wu 001; Yipeng Zhou (ADMA (4), 2024)

A Communication-Concerned Federated Learning Framework Based on Clustering Selection. - Weifeng Sun; Ailian Wang; Zunjing Gao; Yipeng Zhou (ADMA (2), 2024)

Towards Efficient Decentralized Federated Learning: A Survey. - Saqr Khalil Saeed Thabet; Behnaz Soltani; Yipeng Zhou; Quan Z. Sheng; Shiting Wen (ADMA (2), 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 001 (CIKM, 2024)

FGLBA: Enabling Highly-Effective and Stealthy Backdoor Attack on Federated Graph Learning. - Qing Lu; Miao Hu 001; Di Wu 001; Yipeng Zhou; Mohsen Guizani; Quan Z. Sheng (ICDM, 2024)

Adaptive Global-local Fusion Network Based Deep Unsupervised Hashing for Remote Sensing Image Retrieval. - Zekun Xu; Yipeng Zhou; Quan Z. Sheng; Chao Li 066; Tongtong Lou; Weipeng Jing 001 (ICME, 2024)

FedLMT: Tackling System Heterogeneity of Federated Learning via Low-Rank Model Training with Theoretical Guarantees. - Jiahao Liu; Yipeng Zhou; Di Wu 001; Miao Hu 001; Mohsen Guizani; Quan Z. Sheng (ICML, 2024)

Expediting In-Network Federated Learning by Voting-Based Consensus Model Compression. - Xiaoxin Su; Yipeng Zhou; Laizhong Cui; Song Guo 001 (INFOCOM, 2024)

Fed-CVLC: Compressing Federated Learning Communications with Variable-Length Codes. - Xiaoxin Su; Yipeng Zhou; Laizhong Cui; John C. S. Lui; Jiangchuan Liu (INFOCOM, 2024)

DEthna: Accurate Ethereum Network Topology Discovery with Marked Transactions. - Chonghe Zhao; Yipeng Zhou; Shengli Zhang 001; Taotao Wang; Quan Z. Sheng; Song Guo 001 (INFOCOM, 2024)

GazeFed: Privacy-Aware Personalized Gaze Prediction for Virtual Reality. - Jiang Wu; Xuezheng Liu; Miao Hu 001; Hongxu Lin; Min Chen 003; Yipeng Zhou; Di Wu 001 (IWQoS, 2024)

No Fear of Domain Discrepancy: One-Shot Federated Learning via Class-Aware Distillation. - Siyuan Wu; Yipeng Zhou; Miao Hu 001; Di Wu 001 (NPC (2), 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)

Mitigating Noise Detriment in Differentially Private Federated Learning with Model Pre-training. - Huitong Jin; Yipeng Zhou; Laizhong Cui; Quan Z. Sheng (CoRR, 2024)

PPVF: An Efficient Privacy-Preserving Online Video Fetching Framework with Correlated Differential Privacy. - Xianzhi Zhang; Yipeng Zhou; Di Wu 001; Quan Z. Sheng; Miao Hu 001; Linchang Xiao (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 001 (CoRR, 2024)

BGTplanner: Maximizing Training Accuracy for Differentially Private Federated Recommenders via Strategic Privacy Budget Allocation. - Xianzhi Zhang; Yipeng Zhou; Miao Hu 001; Di Wu 001; Pengshan Liao; Mohsen Guizani; Michael Sheng 001 (CoRR, 2024)

An Optimized Sparse Response Mechanism for Differentially Private Federated Learning. - Jiating Ma; Yipeng Zhou; Laizhong Cui; Song Guo 001 (IEEE Trans. Dependable Secur. Comput., 2024)

Exploring the Practicality of Differentially Private Federated Learning: A Local Iteration Tuning Approach. - Yipeng Zhou; Runze Wang; Jiahao Liu; Di Wu 001; Shui Yu 001; Yonggang Wen 001 (IEEE Trans. Dependable Secur. Comput., 2024)

CSRA: Robust Incentive Mechanism Design for Differentially Private Federated Learning. - Yunchao Yang; Miao Hu 001; Yipeng Zhou; Xuezheng Liu; Di Wu 001 (IEEE Trans. Inf. Forensics Secur., 2024)

Boosting Dynamic Decentralized Federated Learning by Diversifying Model Sources. - Dongyuan Su; Yipeng Zhou; Laizhong Cui; Song Guo 001 (IEEE Trans. Serv. Comput., 2024)

History-Aware Privacy Budget Allocation for Model Training on Evolving Data-Sharing Platforms. - Linchang Xiao; Xianzhi Zhang; Di Wu 001; Miao Hu 001; Yipeng Zhou; Shui Yu 001 (IEEE Trans. Serv. Comput., 2024)

AutoFL: A Bayesian Game Approach for Autonomous Client Participation in Federated Edge Learning. - Miao Hu 001; Wenzhuo Yang; Zhenxiao Luo; Xuezheng Liu; Yipeng Zhou; Xu Chen 004; Di Wu 001 (IEEE Trans. Mob. Comput., 2024)

Live Migration of Video Analytics Applications in Edge Computing. - Chenghao Rong; Jessie Hui Wang; Jilong Wang 001; Yipeng Zhou; Jun Zhang 004 (IEEE Trans. Mob. Comput., 2024)

SDSR: Optimizing Metaverse Video Streaming via Saliency-Driven Dynamic Super-Resolution. - Baili Chai; Jinyu Chen; Zhenxiao Luo; Zelong Wang; Miao Hu 001; Yipeng Zhou; Di Wu 001 (IEEE J. Sel. Areas Commun., 2024)

FedDP-SA: Boosting Differentially Private Federated Learning via Local Data Set Splitting. - Xuezheng Liu; Yipeng Zhou; Di Wu 001; Miao Hu 001; Jessie Hui Wang; Mohsen Guizani (IEEE Internet Things J., 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 001 (IEEE J. Sel. Areas Commun., 2024)

Real-time object detection method with single-domain generalization based on YOLOv8. - Yipeng Zhou; Huaming Qian (J. Real Time Image Process., 2024)

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 (AAAI, 2025)

Secure Sharing and Protection of Agricultural Data Based on Federated Learning. - Jiamin Zheng; Shijia Peng; Yipeng Zhou; Shaoyi Song; Xuan Zhao (GAIIS, 2025)

Prediction based on multi - model agricultural assistance recommendation algorithms. - Jiamin Zheng; Yunuo Song; Shaoyi Song; Xuan Zhao; Yipeng Zhou (GAIIS, 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 (GAIIS, 2025)

FLM-TopK: Expediting Federated Large Language Model Tuning by Sparsifying Intervalized Gradients. - Wenqi Qiu 001; Yipeng Zhou; Jinzhi Wang; Quan Z. Sheng; Laizhong Cui (INFOCOM, 2025)

ExClique: An Express Consensus Algorithm for High-Speed Transaction Process in Blockchains. - Chonghe Zhao; Yipeng Zhou; Shengli Zhang 001; Quan Z. Sheng; Yang Zhang 095; Shiting Wen (INFOCOM, 2025)

Snapshot: Towards Application-Centered Models for Pedestrian Trajectory Prediction in Urban Traffic Environments. - Nico Uhlemann; Yipeng Zhou; Tobias Simeon Mohr; Markus Lienkamp (WACV (Workshops), 2025)

Local Differentially Private Release of Infinite Streams With Temporal Relevance. - Runze Wang; Jiahao Liu; Miao Hu 001; Yipeng Zhou; Di Wu 001 (WWW, 2025)

Domain adaptive YOLO based on image style selection and synergistic domain classifier. - Yipeng Zhou; Huaming Qian (Displays, 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 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

The Power of Bias: Optimizing Client Selection in Federated Learning With Heterogeneous Differential Privacy. - Jiating Ma; Yipeng Zhou; Qi Li 002; Quan Z. Sheng; Laizhong Cui; Jiangchuan Liu (IEEE Trans. Dependable Secur. Comput., 2025)

Differential Privacy for Multi-Modal Federated Learning With Modality Selection. - Chang Ma; Jun Li 108; Yipeng Zhou; Ming Ding 001; Yiyang Ni; Shi Jin 002 (IEEE Trans. Inf. Forensics Secur., 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 033; Enwei Jiao; et al. (CoRR, 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., 2025)

CRS: A Cost-Aware Resource Scheduling Framework for Deep Learning Task Orchestration in Mobile Clouds. - Linchang Xiao; Zili Xiao; Di Wu 001; Miao Hu 001; Yipeng Zhou (IEEE Trans. Mob. Comput., 2025)

Siamese Foundation Models for Crystal Structure Prediction. - Liming Wu; Wen-bing Huang 001; Rui Jiao; Jianxing Huang; Liwei Liu; Yipeng Zhou; Hao Sun 002; Yang Liu 005; Fuchun Sun 001; Yuxiang Ren; Jirong Wen (CoRR, 2025)

FCER: A Federated Cloud-Edge Recommendation Framework With Cluster-Based Edge Selection. - Jiang Wu; Yunchao Yang; Miao Hu 001; Yipeng Zhou; Di Wu 001 (IEEE Trans. Mob. Comput., 2025)

A Survey on Privacy-Preserving Caching at Network Edge: Classification, Solutions, and Challenges. - Xianzhi Zhang; Yipeng Zhou; Di Wu 001; Quan Z. Sheng; Shazia Riaz; Miao Hu 001; Linchang Xiao (ACM Comput. Surv., 2025)

Differentially Private Federated Low Rank Adaptation Beyond Fixed-Matrix. - Ming Wen; Jiaqi Zhu; Yuedong Xu 001; Yipeng Zhou; Dingding Han (CoRR, 2025)

Accelerating Blockchain-Enabled Federated Learning With Clustered Clients. - Laizhong Cui; Yinghao Li; Yipeng Zhou; Youyang Qu; Jiangchuan Liu (IEEE Trans. Big Data, 2025)

Knowledge-Flow Contrastive Learning for recommendation. - Wenhe Xing; Jingsong Lv; Yipeng Zhou; Shiting Wen; Detian Zhang (Inf. Fusion, 2026)