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2020 – today
- 2025
[j80]Jiaqi Zhong, Huaming Qian, Huilin Wang, Wenna Wang, Yipeng Zhou:
Improved real-time object detection method based on YOLOv8: a refined approach. J. Real Time Image Process. 22(1): 4 (2025)- 2024
- [j79]Dongyuan Su, Yipeng Zhou
, Laizhong Cui, Quan Z. Sheng:
Communication cost-aware client selection in online federated learning: A Lyapunov approach. Comput. Networks 249: 110517 (2024) - [j78]Xuezheng Liu, Yipeng Zhou, Di Wu, Miao Hu, Jessie Hui Wang, Mohsen Guizani:
FedDP-SA: Boosting Differentially Private Federated Learning via Local Data Set Splitting. IEEE Internet Things J. 11(19): 31687-31698 (2024) - [j77]Yipeng Zhou, Huaming Qian:
Real-time object detection method with single-domain generalization based on YOLOv8. J. Real Time Image Process. 21(6): 191 (2024) - [j76]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): 978-989 (2024) - [j75]Xiaoxin Su, Yipeng Zhou, Laizhong Cui, Quan Z. Sheng, Yinggui Wang, Song Guo:
Fast-Convergent Wireless Federated Learning: A Voting-Based TopK Model Compression Approach. IEEE J. Sel. Areas Commun. 42(11): 3048-3063 (2024) - [j74]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): 2285-2295 (2024) - [j73]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): 3280-3294 (2024) - [j72]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: 892-906 (2024) - [j71]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): 194-208 (2024) - [j70]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): 2078-2092 (2024) - [c63]Behnaz Soltani, Venus Haghighi, Yipeng Zhou, Quan Z. Sheng, Lina Yao:
DFLStar: A Decentralized Federated Learning Framework with Self-Knowledge Distillation and Participant Selection. CIKM 2024: 2108-2117 - [c62]Zekun Xu, Yipeng Zhou, Quan Z. Sheng, Chao Li, Tongtong Lou, Weipeng Jing:
Adaptive Global-local Fusion Network Based Deep Unsupervised Hashing for Remote Sensing Image Retrieval. ICME 2024: 1-6 - [c61]Jiahao Liu, Yipeng Zhou, Di Wu, Miao Hu, Mohsen Guizani, Quan Z. Sheng:
FedLMT: Tackling System Heterogeneity of Federated Learning via Low-Rank Model Training with Theoretical Guarantees. ICML 2024 - [c60]Xiaoxin Su, Yipeng Zhou, Laizhong Cui, John C. S. Lui, Jiangchuan Liu:
Fed-CVLC: Compressing Federated Learning Communications with Variable-Length Codes. INFOCOM 2024: 601-610 - [c59]Xiaoxin Su, Yipeng Zhou, Laizhong Cui, Song Guo:
Expediting In-Network Federated Learning by Voting-Based Consensus Model Compression. INFOCOM 2024: 1271-1280 - [c58]Chonghe Zhao, Yipeng Zhou, Shengli Zhang, Taotao Wang, Quan Z. Sheng, Song Guo:
DEthna: Accurate Ethereum Network Topology Discovery with Marked Transactions. INFOCOM 2024: 1711-1720 - [c57]Jiang Wu, Xuezheng Liu, Miao Hu, Hongxu Lin, Min Chen, Yipeng Zhou, Di Wu:
GazeFed: Privacy-Aware Personalized Gaze Prediction for Virtual Reality. IWQoS 2024: 1-6 - [i33]Xiaoxin Su, Yipeng Zhou, Laizhong Cui, John C. S. Lui, Jiangchuan Liu:
Fed-CVLC: Compressing Federated Learning Communications with Variable-Length Codes. CoRR abs/2402.03770 (2024) - [i32]Xiaoxin Su, Yipeng Zhou, Laizhong Cui, Song Guo:
Expediting In-Network Federated Learning by Voting-Based Consensus Model Compression. CoRR abs/2402.03815 (2024) - [i31]Chonghe Zhao, Yipeng Zhou, Shengli Zhang, Taotao Wang, Quan Z. Sheng, Song Guo:
DEthna: Accurate Ethereum Network Topology Discovery with Marked Transactions. CoRR abs/2402.03881 (2024) - [i30]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 abs/2405.01844 (2024) - [i29]Jiating Ma, Yipeng Zhou, Qi Li, Quan Z. Sheng, Laizhong Cui, Jiangchuan Liu:
The Power of Bias: Optimizing Client Selection in Federated Learning with Heterogeneous Differential Privacy. CoRR abs/2408.08642 (2024) - [i28]Huitong Jin, Yipeng Zhou, Laizhong Cui, Quan Z. Sheng:
Mitigating Noise Detriment in Differentially Private Federated Learning with Model Pre-training. CoRR abs/2408.09478 (2024) - [i27]Xianzhi Zhang, Yipeng Zhou, Di Wu, Quan Z. Sheng, Miao Hu, Linchang Xiao:
PPVF: An Efficient Privacy-Preserving Online Video Fetching Framework with Correlated Differential Privacy. CoRR abs/2408.14735 (2024) - [i26]Nico Uhlemann, Yipeng Zhou, Tobias Mohr, Markus Lienkamp:
Snapshot: Towards Application-centered Models for Pedestrian Trajectory Prediction in Urban Traffic Environments. CoRR abs/2409.01971 (2024) - [i25]Min Wen, Chengchang Liu, Ahmed M. Abdelmoniem, Yipeng Zhou, Yuedong Xu:
A Communication and Computation Efficient Fully First-order Method for Decentralized Bilevel Optimization. CoRR abs/2410.14115 (2024) - 2023
- [j69]Zhongjie Mao, Yipeng Zhou, Jun Sun, Hao Wu, Feng Pan, Bilal Ahmad:
Weakly-supervised object localization with gradient-pyramid feature. Appl. Intell. 53(3): 2923-2935 (2023) - [j68]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): 34 (2023) - [j67]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): 41 (2023) - [j66]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): 71 (2023) - [j65]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): 103 (2023) - [j64]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): 123 (2023) - [j63]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: 102927 (2023) - [j62]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): 4823-4837 (2023) - [j61]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): 910-920 (2023) - [j60]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: 302-314 (2023) - [j59]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: 2788-2798 (2023) - [j58]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): 279-293 (2023) - [j57]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): 2640-2652 (2023) - [j56]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): 1173-1185 (2023) - [c56]Lei Tan, Miao Hu, Yipeng Zhou, Di Wu:
Analyzing the Convergence of Federated Learning with Biased Client Participation. ADMA (2) 2023: 423-439 - [c55]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: 1-11 - [c54]Lei Tan, Yunchao Yang, Miao Hu, Yipeng Zhou, Di Wu:
FRAIM: A Feature Importance-Aware Incentive Mechanism for Vertical Federated Learning. ICA3PP (5) 2023: 132-150 - [c53]Mengyu Yang, Di Wu, Zelong Wang, Miao Hu, Yipeng Zhou:
Understanding and Improving Perceptual Quality of Volumetric Video Streaming. ICME 2023: 1979-1984 - [c52]Jiahao Liu, Jiang Wu, Jinyu Chen, Miao Hu, Yipeng Zhou, Di Wu:
FedDWA: Personalized Federated Learning with Dynamic Weight Adjustment. IJCAI 2023: 3993-4001 - [c51]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: 4478-4485 - [c50]Behnaz Soltani, Yipeng Zhou, Venus Haghighi, John C. S. Lui:
A Survey of Federated Evaluation in Federated Learning. IJCAI 2023: 6769-6777 - [i24]Miao Hu, Zhenxiao Luo, Amirmohammad Pasdar, Young Choon Lee, Yipeng Zhou, Di Wu:
Edge-Based Video Analytics: A Survey. CoRR abs/2303.14329 (2023) - [i23]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 abs/2305.05221 (2023) - [i22]Jiahao Liu, Jiang Wu, Jinyu Chen, Miao Hu, Yipeng Zhou, Di Wu:
FedDWA: Personalized Federated Learning with Online Weight Adjustment. CoRR abs/2305.06124 (2023) - [i21]Behnaz Soltani, Yipeng Zhou, Venus Haghighi, John C. S. Lui:
A Survey of Federated Evaluation in Federated Learning. CoRR abs/2305.08070 (2023) - [i20]Jiahao Tan, Yipeng Zhou, Gang Liu, Jessie Hui Wang, Shui Yu:
pFedSim: Similarity-Aware Model Aggregation Towards Personalized Federated Learning. CoRR abs/2305.15706 (2023) - [i19]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 abs/2310.12622 (2023) - 2022
- [j55]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): 209-239 (2022) - [j54]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): 14151-14161 (2022) - [j53]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): 22147-22157 (2022) - [j52]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: 688-701 (2022) - [j51]Laizhong Cui, Xiaoxin Su, Yipeng Zhou:
A Fast Blockchain-Based Federated Learning Framework With Compressed Communications. IEEE J. Sel. Areas Commun. 40(12): 3358-3372 (2022) - [j50]Zhen Zhang, Yipeng Zhou, Shaoqian Yu:
Better guarantees for k-median with service installation costs. Theor. Comput. Sci. 923: 292-303 (2022) - [j49]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): 7824-7833 (2022) - [j48]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): 2708-2720 (2022) - [j47]Zhengkai Shi, Yipeng Zhou, Di Wu, Chen Wang:
PPVC: Online Learning Toward Optimized Video Content Caching. IEEE/ACM Trans. Netw. 30(3): 1029-1044 (2022) - [j46]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): 2201-2215 (2022) - [j45]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): 2597-2611 (2022) - [j44]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): 2612-2627 (2022) - [j43]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): 2969-2981 (2022) - [j42]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): 3241-3254 (2022) - [c49]Dongyuan Su, Yipeng Zhou, Laizhong Cui:
Boost Decentralized Federated Learning in Vehicular Networks by Diversifying Data Sources. ICNP 2022: 1-11 - [c48]Miao Hu, Zhenxiao Luo, Yipeng Zhou, Xuezheng Liu, Di Wu:
Otus: A Gaze Model-based Privacy Control Framework for Eye Tracking Applications. INFOCOM 2022: 560-569 - [c47]Laizhong Cui, Xiaoxin Su, Yipeng Zhou, Jiangchuan Liu:
Optimal Rate Adaption in Federated Learning with Compressed Communications. INFOCOM 2022: 1459-1468 - [e1]Yipeng Zhou, Lorenzo Bertizzolo, Stefano Secci:
MobiArch '22: Proceedings of the 17th ACM Workshop on Mobility in the Evolving Internet Architecture, Sydney, NSW, Australia, 21 October 2022. ACM 2022, ISBN 978-1-4503-9518-2 [contents] - [i18]Laizhong Cui, Xiaoxin Su, Yipeng Zhou:
A Fast Blockchain-based Federated Learning Framework with Compressed Communications. CoRR abs/2208.06095 (2022) - [i17]Dongyuan Su, Yipeng Zhou, Laizhong Cui:
Boost Decentralized Federated Learning in Vehicular Networks by Diversifying Data Sources. CoRR abs/2209.01750 (2022) - [i16]Wan Jiang, Gang Liu, Xiaofeng Chen, Yipeng Zhou:
Deep Hierarchy Quantization Compression algorithm based on Dynamic Sampling. CoRR abs/2212.14760 (2022) - 2021
- [j41]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): 2395-2408 (2021) - [j40]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): 6178-6186 (2021) - [j39]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): 9809-9823 (2021) - [j38]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: 102970 (2021) - [j37]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): 2572-2589 (2021) - [j36]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): 4107-4120 (2021) - [j35]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): 2274-2285 (2021) - [j34]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): 877-892 (2021) - [j33]Jinyu Chen, Xianzhuo Luo, Miao Hu, Di Wu, Yipeng Zhou:
Sparkle: User-Aware Viewport Prediction in 360-Degree Video Streaming. IEEE Trans. Multim. 23: 3853-3866 (2021) - [c46]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: 1-10 - [c45]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: 182-189 - [c44]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: 592-599 - [c43]Gangqiang Zhou, Run Wu, Miao Hu, Yipeng Zhou, Tom Z. J. Fu, Di Wu:
Vibra: neural adaptive streaming of VBR-encoded videos. NOSSDAV 2021: 1-8 - [c42]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: 90-97 - [c41]Yupeng Jiang, Yong Li, Yipeng Zhou, Xi Zheng:
Sybil Attacks and Defense on Differential Privacy based Federated Learning. TrustCom 2021: 355-362 - [c40]Jiwei Guan, Xi Zheng, Chen Wang, Yipeng Zhou, Alireza Jolfaei:
Robust Sensor Fusion Algorithms Against Voice Command Attacks in Autonomous Vehicles. TrustCom 2021: 895-902 - [i15]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 abs/2101.04163 (2021) - [i14]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 abs/2102.00404 (2021) - [i13]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 abs/2102.00646 (2021) - [i12]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 abs/2103.06472 (2021) - [i11]Jiwei Guan, Xi Zheng, Chen Wang, Yipeng Zhou, Alireza Jolfaei:
Robust Sensor Fusion Algorithms Against VoiceCommand Attacks in Autonomous Vehicles. CoRR abs/2104.09872 (2021) - [i10]Laizhong Cui, Xiaoxin Su, Yipeng Zhou, Yi Pan:
Slashing Communication Traffic in Federated Learning by Transmitting Clustered Model Updates. CoRR abs/2105.04153 (2021) - [i9]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 abs/2107.01895 (2021) - [i8]Laizhong Cui, Xiaoxin Su, Yipeng Zhou, Jiangchuan Liu:
Optimal Rate Adaption in Federated Learning with Compressed Communications. CoRR abs/2112.06694 (2021) - 2020
- [j32]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): 11399-11419 (2020) - [j31]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): 19289-19306 (2020) - [j30]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): 2702-2713 (2020) - [j29]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): 2139-2154 (2020) - [c39]Laizhong Cui, Xiaoxin Su, Yipeng Zhou, Lei Zhang:
ClusterGrad: Adaptive Gradient Compression by Clustering in Federated Learning. GLOBECOM 2020: 1-7 - [c38]Jayden King, Lily Huang, Di Wu, Yipeng Zhou, Young Choon Lee:
EdgeSum: Edge-Based Video Summarization with Dash Cams. IC2E 2020: 40-48 - [c37]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: 395-406 - [c36]Jianming Lv, Chaojie Hu, Yipeng Zhou, Xiaojun Chen:
SoMem: A Self-optimizing Memory Network for Distributed Person Re-identification. ICTAI 2020: 482-487 - [c35]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: 533-537 - [c34]Jianchao He, Miao Hu, Yipeng Zhou, Di Wu:
LiveClip: towards intelligent mobile short-form video streaming with deep reinforcement learning. NOSSDAV 2020: 54-59 - [c33]Yangfan Jiang, Yipeng Zhou, Di Wu, Chao Li, Yan Wang:
On the Detection of Shilling Attacks in Federated Collaborative Filtering. SRDS 2020: 185-194 - [i7]Yupeng Jiang, Yong Li, Yipeng Zhou, Xi Zheng:
Mitigating Sybil Attacks on Differential Privacy based Federated Learning. CoRR abs/2010.10572 (2020)
2010 – 2019
- 2019
- [j28]Yan Zhou, Zhanpeng Wu, Yipeng Zhou, Miao Hu, Chunfeng Yang, Jing Qin:
Exploring Popularity Predictability of Online Videos With Fourier Transform. IEEE Access 7: 41823-41834 (2019) - [j27]Shengchao Liu, Jianping Weng, Jessie Hui Wang, Changqing An, Yipeng Zhou, Jilong Wang:
An Adaptive Online Scheme for Scheduling and Resource Enforcement in Storm. IEEE/ACM Trans. Netw. 27(4): 1373-1386 (2019) - [j26]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): 1802-1815 (2019) - [c32]Zhanpeng Wu, Yan Zhou, Di Wu, Yipeng Zhou, Jing Qin:
Crowdsourced Time-Sync Video Recommendation via Semantic-Aware Neural Collaborative Filtering. ICWE 2019: 171-186 - [c31]Zhanpeng Wu, Yipeng Zhou, Di Wu, Min Chen, Yuedong Xu:
TAMF: towards personalized time-aware recommendation for over-the-top videos. NOSSDAV 2019: 43-48 - 2018
- [j25]Zhaobin Deng, Yipeng Zhou, Di Wu, Guoqiao Ye, Min Chen, Liang Xiao:
Utility Maximization of Cloud-Based In-Car Video Recording Over Vehicular Access Networks. IEEE Internet Things J. 5(6): 5213-5226 (2018) - [j24]Weiwei Huang, Yipeng Zhou, Xueyan Xie, Di Wu, Min Chen, Edith C. H. Ngai:
Buffer State is Enough: Simplifying the Design of QoE-Aware HTTP Adaptive Video Streaming. IEEE Trans. Broadcast. 64(2): 590-601 (2018) - [j23]Yipeng Zhou, Liang Chen, Mi Jing, Zhong Ming, Yuedong Xu:
Performance Analysis of Thunder Crystal: A Crowdsourcing-Based Video Distribution Platform. IEEE Trans. Circuits Syst. Video Technol. 28(4): 997-1008 (2018) - [j22]Yipeng Zhou, Terence H. Chan, Siu-Wai Ho, Guoqiao Ye, Di Wu:
Replicating Coded Content in Crowdsourcing-Based CDN Systems. IEEE Trans. Circuits Syst. Video Technol. 28(12): 3492-3503 (2018) - [j21]Yipeng Zhou, Xuhong Gu, Di Wu, Min Chen, Terence H. Chan, Siu-Wai Ho:
Statistical Study of View Preferences for Online Videos With Cross-Platform Information. IEEE Trans. Multim. 20(6): 1512-1524 (2018) - [j20]Yipeng Zhou, Jiqiang Wu, Terence H. Chan, Siu-Wai Ho, Dah-Ming Chiu, Di Wu:
Interpreting Video Recommendation Mechanisms by Mining View Count Traces. IEEE Trans. Multim. 20(8): 2153-2165 (2018) - [j19]Lei Huang, Bowen Ding, Aining Wang, Yuedong Xu, Yipeng Zhou, Xiang Li:
User Behavior Analysis and Video Popularity Prediction on a Large-Scale VoD System. ACM Trans. Multim. Comput. Commun. Appl. 14(3s): 67:1-67:24 (2018) - [c30]Ruijia Wang, Bing Sun, Chengsi Yi, Jie Chen, Yipeng Zhou:
Multi-Channnel and Mimo Sar Anti-Jamming Analysis. IGARSS 2018: 8006-8009 - 2017
- [j18]Guoqiao Ye, Gaoxiang Li, Di Wu, Xu Chen, Yipeng Zhou:
Towards Cost Minimization With Renewable Energy Sharing in Cooperative Residential Communities. IEEE Access 5: 11688-11699 (2017) - [j17]Yuedong Xu, Zhujun Xiao, Hui Feng, Tao Yang, Bo Hu, Yipeng Zhou:
Modeling Buffer Starvations of Video Streaming in Cellular Networks with Large-Scale Measurement of User Behavior. IEEE Trans. Mob. Comput. 16(8): 2228-2245 (2017) - [c29]Yi-Hao Ke, Guoqiao Ye, Di Wu, Yipeng Zhou, Edith C. H. Ngai, Han Hu:
GECKO: Gamer Experience-Centric Bitrate Control Algorithm for Cloud Gaming. ICIG (2) 2017: 325-335 - [c28]Chen Zhang, Yuedong Xu, Yipeng Zhou, Xiaoming Fu:
On the "familiar stranger" phenomenon in a large-scale VoD system. INFOCOM Workshops 2017: 928-933 - [c27]Xuhong Gu, Yipeng Zhou, Di Wu, Terence H. Chan, Min Chen:
Unveiling Latent Behaviors of Video Viewers with Cross-Platform Information. NOSSDAV 2017: 31-36 - [c26]Jiaming Zhang, Yipeng Zhou, Di Wu, Chunfeng Yang:
Context-aware Video Recommendation by Mining Users' View Preferences Based on Access Points. NOSSDAV 2017: 37-42 - [c25]Lei Huang, Bowen Ding, Yuedong Xu, Yipeng Zhou:
Analysis of User Behavior in a Large-Scale VoD System. NOSSDAV 2017: 49-54 - [i6]Jiqiang Wu, Yipeng Zhou, Dah Ming Chiu:
Modeling and Quantifying the Forces Driving Online Video Popularity Evolution. CoRR abs/1709.07130 (2017) - 2016
- [j16]Chunfeng Yang, Yipeng Zhou, Liang Chen, Xiaopeng Zhang, Dah Ming Chiu:
Social-group-based ranking algorithms for cold-start video recommendation. Int. J. Data Sci. Anal. 1(3-4): 165-175 (2016) - [j15]Jiqiang Wu, Yipeng Zhou, Dah Ming Chiu, Zirong Zhu:
Modeling Dynamics of Online Video Popularity. IEEE Trans. Multim. 18(9): 1882-1895 (2016) - [j14]Tingting Wang, Di Wu, Jiaming Zhang, Min Chen, Yipeng Zhou:
Measuring and Analyzing Third-Party Mobile Game App Stores in China. IEEE Trans. Netw. Serv. Manag. 13(4): 793-805 (2016) - [j13]Yipeng Zhou, Liang Chen, Mi Jing, Shenglong Zou, Richard Tianbai Ma:
Design, Implementation, and Measurement of a Crowdsourcing-Based Content Distribution Platform. ACM Trans. Multim. Comput. Commun. Appl. 12(5s): 80:1-80:23 (2016) - [c24]Chunfeng Yang, Yipeng Zhou, Dah Ming Chiu:
Who Are Like-Minded: Mining User Interest Similarity in Online Social Networks. ICWSM 2016: 731-734 - [c23]Chunfeng Yang, Yipeng Zhou, Liang Chen, Xiaopeng Zhang, Dah-Ming Chiu:
Social Group Based Video Recommendation Addressing the Cold-Start Problem. PAKDD (2) 2016: 515-527 - [i5]Chunfeng Yang, Yipeng Zhou, Dah-Ming Chiu:
Who are Like-minded: Mining User Interest Similarity in Online Social Networks. CoRR abs/1603.02175 (2016) - [i4]Yuedong Xu, Zhujun Xiao, Hui Feng, Tao Yang, Bo Hu, Yipeng Zhou:
Modeling QoE of Video Streaming in Wireless Networks with Large-Scale Measurement of User Behavior. CoRR abs/1604.01675 (2016) - 2015
- [j12]Chunfeng Yang, Yipeng Zhou, Liang Chen, Tom Z. J. Fu, Dah-Ming Chiu:
Turbocharged Video Distribution via P2P. IEEE Trans. Circuits Syst. Video Technol. 25(2): 287-299 (2015) - [j11]Liang Chen, Yipeng Zhou, Dah-Ming Chiu:
Smart Streaming for Online Video Services. IEEE Trans. Multim. 17(4): 485-497 (2015) - [j10]Yipeng Zhou, Liang Chen, Chunfeng Yang, Dah Ming Chiu:
Video Popularity Dynamics and Its Implication for Replication. IEEE Trans. Multim. 17(8): 1273-1285 (2015) - [j9]Liang Chen, Yipeng Zhou, Dah Ming Chiu:
Analysis and Detection of Fake Views in Online Video Services. ACM Trans. Multim. Comput. Commun. Appl. 11(2s): 44:1-44:20 (2015) - [j8]Yipeng Zhou, Tom Z. J. Fu, Dah Ming Chiu:
A Unifying Model and Analysis of P2P VoD Replication and Scheduling. IEEE/ACM Trans. Netw. 23(4): 1163-1175 (2015) - [c22]Pengfei Zhang, Junping Du, Dan Fan, Yipeng Zhou:
Automatic Image Semantic Annotation Based on the Tourism Domain Ontological Knowledge Base. CCCV (2) 2015: 61-69 - [c21]Zhujun Xiao, Yuedong Xu, Hui Feng, Tao Yang, Bo Hu, Yipeng Zhou:
Modeling Streaming QoE in Wireless Networks with Large-Scale Measurement of User Behavior. GLOBECOM 2015: 1-6 - [c20]Xu Wang, Linan Huang, Yongxin Zhu, Yipeng Zhou, Huwan Peng, Haifei Xiong:
Addressing Memory Wall Problem of Graph Computation in Reconfigurable System. HPCC/CSS/ICESS 2015: 302-307 - [c19]Jiqiang Wu, Yipeng Zhou, Dah Ming Chiu, Zirong Zhu:
CDN bandwidth allocation in weakly interconnected networks. ISCC 2015: 857-862 - [c18]Jiqiang Wu, Yipeng Zhou, Dah Ming Chiu, Zirong Zhu:
Modeling dynamics of online video popularity. IWQoS 2015: 141-146 - [c17]Yipeng Zhou, Liang Chen, Mi Jing, Zhong Ming, Dah Ming Chiu:
Analyzing streaming performance in crowdsourcing-based video service systems. LANMAN 2015: 1-6 - [c16]Liang Chen, Yipeng Zhou, Mi Jing, Richard T. B. Ma:
Thunder crystal: a novel crowdsourcing-based content distribution platform. NOSSDAV 2015: 43-48 - 2014
- [j7]Liang Chen, Yipeng Zhou, Dah Ming Chiu:
A study of user behavior in online VoD services. Comput. Commun. 46: 66-75 (2014) - [j6]Yipeng Zhou, Yuedong Xu, Shengli Zhang:
Exploring Coding Benefits in CDN-Based VoD Systems. IEEE Trans. Circuits Syst. Video Technol. 24(11): 1969-1981 (2014) - [j5]Yuedong Xu, Yipeng Zhou, Dah-Ming Chiu:
Analytical QoE Models for Bit-Rate Switching in Dynamic Adaptive Streaming Systems. IEEE Trans. Mob. Comput. 13(12): 2734-2748 (2014) - [c15]Chunfeng Yang, Yipeng Zhou, Tom Z. J. Fu, Dah Ming Chiu:
Efficient P2P video distribution by peer reorganization. COMSNETS 2014: 1-8 - [c14]Liang Chen, Yipeng Zhou, Dah-Ming Chiu:
A lifetime model of online video popularity. ICCCN 2014: 1-8 - [c13]Liang Chen, Yipeng Zhou, Dah Ming Chiu:
Fake View Analytics in Online Video Services. NOSSDAV 2014: 1 - [i3]Jiqiang Wu, Yipeng Zhou, Dah-Ming Chiu, Youwei Hua, Zirong Zhu:
Modeling Dynamics of Online Video Popularity. CoRR abs/1412.2326 (2014) - 2013
- [j4]Yipeng Zhou, Tom Z. J. Fu, Dah Ming Chiu, Yan Huang:
An Adaptive Cloud Downloading Service. IEEE Trans. Multim. 15(4): 802-810 (2013) - [j3]Yipeng Zhou, Tom Z. J. Fu, Dah Ming Chiu:
On Replication Algorithm in P2P VoD. IEEE/ACM Trans. Netw. 21(1): 233-243 (2013) - [c12]Liang Chen, Yipeng Zhou, Dah Ming Chiu:
Video Browsing - A Study of User Behavior in Online VoD Services. ICCCN 2013: 1-7 - [i2]Liang Chen, Yipeng Zhou, Dah Ming Chiu:
Smart Progressive Downloading. CoRR abs/1307.4581 (2013) - [i1]Liang Chen, Yipeng Zhou, Dah Ming Chiu:
Fake View Analytics in Online Video Services. CoRR abs/1312.5050 (2013) - 2012
- [b1]Yipeng Zhou:
Modeling and analysis of peer-to-peer video on demand system. Chinese University of Hong Kong, Hong Kong, 2012 - [j2]Yipeng Zhou, Tom Z. J. Fu, Dah Ming Chiu:
Server-assisted adaptive video replication for P2P VoD. Signal Process. Image Commun. 27(5): 484-495 (2012) - [c11]Yipeng Zhou, Juan Hu, Junping Du:
Cross-media topic analysis and information retrieval. FSKD 2012: 1211-1215 - [c10]Xiangda Sun, Junping Du, Yipeng Zhou:
Spatially adaptive threshold for image denoisng based on nonsubsampled contourlet transform. IC-NIDC 2012: 477-481 - [c9]Yipeng Zhou, Tom Z. J. Fu, Dah Ming Chiu:
A unifying model and analysis of P2P VoD replication and scheduling. INFOCOM 2012: 1530-1538 - [c8]Yipeng Zhou, Tom Z. J. Fu, Dah Ming Chiu:
Division-of-labor between server and P2P for streaming VoD. IWQoS 2012: 1-9 - 2011
- [j1]Yipeng Zhou, Dah-Ming Chiu, John C. S. Lui:
A simple model for chunk-scheduling strategies in P2P streaming. IEEE/ACM Trans. Netw. 19(1): 42-54 (2011) - [c7]Yipeng Zhou, Tom Z. J. Fu, Dah Ming Chiu:
Statistical modeling and analysis of P2P replication to support VoD service. INFOCOM 2011: 945-953 - 2010
- [c6]Su Wang, Junping Du, Yipeng Zhou, Zengqi Sun, Yingmin Jia:
Study on data based tourism management decision support system. ICNSC 2010: 217-222
2000 – 2009
- 2008
- [c5]Yipeng Zhou, Junping Du, Guangping Zeng, Xuyan Tu:
Constructing Tourism Association Words Set Based on Association Rule Mining. ICNC (1) 2008: 571-574 - [c4]Yipeng Zhou, Junping Du, Guangping Zeng, Xuyan Tu:
Association Rule Mining Based on the Semantic Categories of Tourism Information. ISNN (2) 2008: 67-73 - 2007
- [c3]Yipeng Zhou, Dah-Ming Chiu, John C. S. Lui:
A Simple Model for Analyzing P2P Streaming Protocols. ICNP 2007: 226-235 - [c2]Guangzhong Sun, Yipeng Zhou, Yu Huang, Yinghua Zhou:
Adaptive Scheduling Strategy for Data Stream Management System. APWeb/WAIM 2007: 511-521 - 2006
- [c1]Yipeng Zhou, Guangzhong Sun, Yunlian Jiang, Yinlong Xu:
An Effective Scheduling Algorithm for Homogeneous System. GCC 2006: 71-77
Coauthor Index
Dah-Ming Chiu
aka: Dah Ming Chiu
aka: Dah Ming Chiu
Hui Wang 0011
aka: Jessie Hui Wang
aka: Jessie Hui Wang
[j78] [j76] [j73] [j72] [j71] [c61] [c57] [i30] [i27] [j62] [j59] [j58] [j57] [c56] [c54] [c53] [c52] [c51] [i24] [i23] [i22] [i19] [j55] [j53] [j52] [j48] [j47] [j46] [j45] [j44] [j43] [j42] [c48] [j38] [j36] [j34] [j33] [c46] [c45] [c44] [c43] [c42] [i15] [i14] [i13] [i12] [i9] [j32] [j31] [j30] [j29] [c38] [c37] [c34] [c33] [j26] [c32] [c31] [j25] [j24] [j22] [j21] [j20] [j18] [c29] [c27] [c26] [j14]
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