FedDBA: Federated learning based image classification algorithm with local bias-contrastive learning.

Jin Ye 0003 Guangxi University, School of Computer and Electronic Information, Nanning, China Central South University, School of Science and Engineering, Changsha, China https://orcid.org/0000-0001-8087-6333 https://www.wikidata.org/entity/Q130837269 Jin Ye Jin Ye 0001 University of Georgia, College of Engineering, Center for Cyber-Physical Systems, Athens, GA, USA https://orcid.org/0000-0001-7756-5104 Jin Ye 0002 Chinese Academy of Sciences, Shenzhen Institutes of Advanced Technology, China SIAT Branch, Shenzhen Institute of Artificial Intelligence and Robotics for Society, Shenzhen, China https://orcid.org/0000-0003-0667-9889 Jin Ye 0004 National University of Defense Technology, College of Meteorology and Oceanography, Changsha, China High Impact Weather Key Laboratory of CMA, Changsha, China https://orcid.org/0000-0002-8768-4198 Jin Ye 0005 Xidian University, School of Economics and Management, Xi'an, China Hubei Minzu University, School of Mathematics and Statistics, Enshi, China https://orcid.org/0000-0002-5842-3968 Jin Ye 0006 Baidu Inc., Department of Computer Vision Technology (VIS), China Jin Ye 0007 Academy of National Food and Strategic Reserves Administration, Beijing, China https://orcid.org/0000-0001-9619-4943 https://www.wikidata.org/entity/Q98779467 Jin Ye 0008 Nanjing University of Science and Technology, School of Computer Science and Engineering, China https://orcid.org/0000-0002-9355-092X

Jin Ye 0003 Huilin Hu Junbin Liang FedDBA: Federated learning based image classification algorithm with local bias-contrastive learning. 2026 134087 696 Neurocomputing https://doi.org/10.1016/j.neucom.2026.134087 db/journals/ijon/ijon696.html#YeHL26 streams/journals/ijon

Xiaohuan Li 0001 Shaowen Qin Xin Tang Jiawen Kang 0001 Jin Ye 0003 Zhonghua Zhao Yusi Zheng Dusit Niyato Meta-Computing Enhanced Federated Learning in IIoT: Satisfaction-Aware Incentive Scheme via DRL-Based Stackelberg Game. 1356-1368 2026 23 IEEE Trans. Netw. Serv. Manag. https://doi.org/10.1109/TNSM.2025.3642395 db/journals/tnsm/tnsm23.html#LiQTKYZZN26 streams/journals/tnsm

Jiawei Huang 0001 Sitan Li Jing Shao Zirong Wei Yilin Zhao Jin Ye 0003 Achieving Differentiated Flow Estimation With Priority-Adaptive Sketch. 308-323 2026 34 IEEE Trans. Netw. https://doi.org/10.1109/TON.2025.3597978 db/journals/ton/ton34.html#HuangLSWZY26 streams/journals/ton

Jin Ye 0003 Yijun Li 0002 Wenliang Li Xiaojuan Lu Qichen Su Jiawei Huang 0001 Jianxin Wang 0001 SIM: Accelerating Distributed DNN Training by Exploring Gradient Similarity. 1838-1850 2026 34 IEEE Trans. Netw. https://doi.org/10.1109/TON.2025.3633713 db/journals/ton/ton34.html#YeLLLSHW26 streams/journals/ton

Yilin Zhao Jiawei Huang 0001 Xianshi Su Weihe Li Xin Li Yan Liu Jiacheng Xie Qichen Su Jin Ye 0003 Wanchun Jiang Jianxin Wang 0001 Cardinality is Not Enough: Super Host Detection via Segmented Cardinality Estimation. 6944-6955 2026 WWW https://doi.org/10.1145/3774904.3792071 conf/www/2026 db/conf/www/www2026.html#ZhaoHSLLLXSYJW26

Yilin Zhao Jiawei Huang 0001 Xianshi Su Weihe Li Xin Li Yan Liu Jiacheng Xie Qichen Su Jin Ye 0003 Wanchun Jiang Jianxin Wang 0001 Cardinality is Not Enough: Super Host Detection via Segmented Cardinality Estimation. 2026 April abs/2604.02379 CoRR https://doi.org/10.48550/arXiv.2604.02379 db/journals/corr/corr2604.html#abs-2604-02379 streams/journals/corr

Jin Ye 0003 Yajun Peng Yijun Li 0002 Zhaoyi Li Jiawei Huang 0001 Asynchronous Control Based Aggregation Transport Protocol for Distributed Deep Learning. 1362-1376 2025 April 74 IEEE Trans. Computers 4 https://doi.org/10.1109/TC.2025.3525604 db/journals/tc/tc74.html#YePLLH25 streams/journals/tc

Jiawei Huang 0001 Jing Shao Sitan Li Zirong Wei Shengwen Zhou Wenlu Zhang Yilin Zhao Jin Ye 0003 Borrow Counter: A Generic Sketch Framework for Non-uniform Flow Estimation. 1-11 2025 ICNP https://doi.org/10.1109/ICNP65844.2025.11192377 conf/icnp/2025 db/conf/icnp/icnp2025.html#HuangSLWZZZY25 streams/conf/icnp Jin Ye 0003 Zirong Wei Jing Shao Huilin Hu Sitan Li Yilin Zhao Jiawei Huang 0001 SplitSketch: Achieving Accurate Quantile Estimation under Highly Dynamic Traffic Distribution. 1-11 2025 ICNP https://doi.org/10.1109/ICNP65844.2025.11192374 conf/icnp/2025 db/conf/icnp/icnp2025.html#YeWSHLZH25 streams/conf/icnp

Xiaohuan Li 0001 Shaowen Qin Xin Tang Jiawen Kang 0001 Jin Ye 0003 Zhonghua Zhao Dusit Niyato Satisfaction-Aware Incentive Scheme for Federated Learning in Industrial Metaverse: DRL-Based Stackbelberg Game Approach. 2025 February abs/2502.06909 CoRR https://doi.org/10.48550/arXiv.2502.06909 db/journals/corr/corr2502.html#abs-2502-06909 streams/journals/corr

Jin Ye 0003 Huilin Hu Jiahua Liang Linfei Yin Jiawen Kang 0001 Lightweight adaptive Byzantine fault tolerant consensus algorithm for distributed energy trading. 110635 2024 251 Comput. Networks https://doi.org/10.1016/j.comnet.2024.110635 db/journals/cn/cn251.html#YeHLYK24 streams/journals/cn

Jin Ye 0003 Shaowen Qin Qingyu Xiao Wenchao Jiang Xin Tang Xiaohuan Li 0001 Adaptive Bitrate Algorithms via Deep Reinforcement Learning With Digital Twins Assisted Trajectory. 3522-3535 2024 July - August 11 IEEE Trans. Netw. Sci. Eng. 4 https://doi.org/10.1109/TNSE.2024.3376451 db/journals/tnse/tnse11.html#YeQXJTL24

Xiaohuan Li 0001 Bitao Chen Junchuan Fan Jiawen Kang 0001 Jin Ye 0003 Xun Wang Dusit Niyato Cloud-Edge-End Collaborative Intelligent Service Computation Offloading: A Digital Twin Driven Edge Coalition Approach for Industrial IoT. 6318-6330 2024 December 21 IEEE Trans. Netw. Serv. Manag. 6 https://doi.org/10.1109/TNSM.2024.3441231 db/journals/tnsm/tnsm21.html#LiCFKYWN24 streams/journals/tnsm

Jin Ye 0003 Tiantian Yu Zhaoyi Li Jiawei Huang 0001 SAR: Receiver-Driven Transport Protocol With Micro-Burst Prediction in Data Center Networks. 6409-6422 2024 December 21 IEEE Trans. Netw. Serv. Manag. 6 https://doi.org/10.1109/TNSM.2024.3450597 db/journals/tnsm/tnsm21.html#YeYLH24 streams/journals/tnsm

Jin Ye 0003 Meng Dan Wenchao Jiang A Visual Sensitivity Aware ABR Algorithm for DASH via Deep Reinforcement Learning. 77:1-77:22 2024 March 20 ACM Trans. Multim. Comput. Commun. Appl. 3 https://doi.org/10.1145/3591108 https://www.wikidata.org/entity/Q130916895 db/journals/tomccap/tomccap20.html#YeDJ24

Jin Ye 0003 Yajun Peng Yijun Li 0002 Jiawei Huang 0001 Proactive Buffer Management of Shared-Memory Switches for Distributed Deep Learning. 183-184 2024 APNet https://doi.org/10.1145/3663408.3665810 https://www.wikidata.org/entity/Q130837273 conf/apnet/2024 db/conf/apnet/apnet2024.html#YePL024

Xin Tang Xiaohuan Li 0001 Rong Yu 0001 Yuan Wu 0001 Jin Ye 0003 Fengzhu Tang Qian Chen 0019 Digital-Twin-Assisted Task Assignment in Multi-UAV Systems: A Deep Reinforcement Learning Approach. 15362-15375 2023 September 10 IEEE Internet Things J. 17 https://doi.org/10.1109/JIOT.2023.3263574 db/journals/iotj/iotj10.html#TangLYWYTC23

Jiawei Huang 0001 Wenlu Zhang Yijun Li 0002 Lin Li Zhaoyi Li Jin Ye 0003 Jianxin Wang 0001 ChainSketch: An Efficient and Accurate Sketch for Heavy Flow Detection. 738-753 2023 April 31 IEEE/ACM Trans. Netw. 2 https://doi.org/10.1109/TNET.2022.3199506 db/journals/ton/ton31.html#HuangZLLLYW23

Jin Ye 0003 Yuanchao Shan Wenlu Zhang Lin Li Sitan Li Jing Shao Jiawei Huang 0001 Achieving High Accuracy and Fast Speed for Sketch Compression. 6072-6077 2023 ICC https://doi.org/10.1109/ICC45041.2023.10279133 conf/icc/2023 db/conf/icc/icc2023.html#YeSZLLSH23 Yanmei Chen Xiaohuan Li 0001 Jin Ye 0003 Xun Wang Qian Chen 0019 Multi-agent Reinforcement Learning Based Resource Allocation in End-Edge-Cloud Enabled Industrial Internet of Things. 13-19 2023 iThings/GreenCom/CPSCom/SmartData/Cybermatics https://doi.org/10.1109/iThings-GreenCom-CPSCom-SmartData-Cybermatics60724.2023.00027 conf/ithings/2023 db/conf/ithings/ithings2023.html#ChenLYWC23 Shaowen Qin Jin Ye 0003 Xin Tang Xiaohuan Li 0001 Stackelberg Game-Base Incentive Scheme for Federated Learning in Artificial Intelligence of Things. 159-165 2023 iThings/GreenCom/CPSCom/SmartData/Cybermatics https://doi.org/10.1109/iThings-GreenCom-CPSCom-SmartData-Cybermatics60724.2023.00049 conf/ithings/2023 db/conf/ithings/ithings2023.html#QinYTL23

Jin Ye 0003 Lin Li Zihan Chen Guihao Chen Sen Liu 0002 Jiawei Huang 0001 Jianxin Wang 0001 Tian He 0001 ECN-based shared bottleneck detection for multi-path TCP. 90-101 2022 186 Comput. Commun. https://doi.org/10.1016/j.comcom.2022.01.011 db/journals/comcom/comcom186.html#YeLCCLHWH22

Wei Lan 0001 Jin Ye 0003 Xun Sun Xiaoshu Zhu Qingfeng Chen Yi Pan 0001 scIAC: clustering scATAC-seq data based on Student's t-distribution similarity imputation and denoising autoencoder. 206-211 2022 BIBM https://doi.org/10.1109/BIBM55620.2022.9995225 conf/bibm/2022 db/conf/bibm/bibm2022.html#LanYSZCP22 Jin Ye 0003 Jiahua Liang Xiaohuan Li 0001 Qian Chen 0019 A Distributed Energy Trading Framework with secure and effective Consensus Protocol. 1-6 2022 ICDCS Workshops https://doi.org/10.1109/ICDCSW56584.2022.00010 conf/icdcs/2022w db/conf/icdcs/icdcs2022w.html#YeLLC22 Xiaohuan Li 0001 Fan Chen Jin Ye 0003 Qian Chen 0019 Chunhai Li Local Model Quality Control Method Based on Credit Mortgage for Enterprise Credit Evaluation. 19-24 2022 ICDCS Workshops https://doi.org/10.1109/ICDCSW56584.2022.00013 conf/icdcs/2022w db/conf/icdcs/icdcs2022w.html#LiCYCL22 Jin Ye 0003 Lin Li Wenlu Zhang Guihao Chen Yuanchao Shan Yijun Li 0002 Weihe Li Jiawei Huang 0001 UA-Sketch: An Accurate Approach to Detect Heavy Flow based on Uninterrupted Arrival. 57:1-57:11 2022 ICPP https://doi.org/10.1145/3545008.3545017 conf/icpp/2022 db/conf/icpp/icpp2022.html#YeLZCSLL022

Wei Lan 0001 Mingrui Zhu Qingfeng Chen Jianwei Chen Jin Ye 0003 Jin Liu 0012 Wei Peng 0004 Shirui Pan Prediction of circRNA-miRNA Associations Based on Network Embedding. 6659695:1-6659695:10 2021 2021 Complex. https://doi.org/10.1155/2021/6659695 db/journals/complexity/complexity2021.html#LanZCCYLPP21

Meng Dan Jin Ye 0003 Wenchao Jiang Yuanchao Shan Visual Sensitivity Aware Rate Adaptation for Video Streaming via Deep Reinforcement Learning. 141-148 2021 HPCC/DSS/SmartCity/DependSys https://doi.org/10.1109/HPCC-DSS-SmartCity-DependSys53884.2021.00045 conf/hpcc/2021 db/conf/hpcc/hpcc2021.html#DanYJS21

Zhe Wang 0037 Taoshen Li Jin Ye 0003 Xi Yang 0005 Ke Xiong 0001 AN-Aided Secure Beamforming in SWIPT-Aware Mobile Edge Computing Systems with Cognitive Radio. 8899314:1-8899314:10 2020 2020 Wirel. Commun. Mob. Comput. https://doi.org/10.1155/2020/8899314 db/journals/wicomm/wicomm2020.html#WangLYYX20

Jin Ye 0003 Liangdi Ma Chengjie Pang Qingyu Xiao Wenchao Jiang Inferring Coflow Size Based on Broad Learning System in Data Center Network. 903-907 2020 ICCT https://doi.org/10.1109/ICCT50939.2020.9295826 conf/icct/2020 db/conf/icct/icct2020.html#YeMPXJ20 Qingyu Xiao Jin Ye 0003 Chengjie Pang Liangdi Ma Wenchao Jiang Adaptive Video Streaming via Deep Reinforcement Learning from User Trajectory Preferences. 1-8 2020 IPCCC https://doi.org/10.1109/IPCCC50635.2020.9391533 conf/ipccc/2020 db/conf/ipccc/ipccc2020.html#XiaoYPMJ20

Jin Ye 0003 Luting Feng Ziqi Xie Jiawei Huang 0001 Xiaohuan Li 0001 Fine-Grained Congestion Control for Multipath TCP in Data Center Networks. 31782-31790 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2902860 https://www.wikidata.org/entity/Q128128951 db/journals/access/access7.html#YeFXHL19

Zhe Wang 0037 Taoshen Li Jin Ye 0003 Zhihui Ge Xudong Gao Min Wu Secure and green SWIPT in energy harvesting cognitive radio network with robust AN-aided beamforming. 1:1-1:7 2019 ACM TUR-C https://doi.org/10.1145/3321408.3323083 conf/acmturc/2019 db/conf/acmturc/acmturc2019.html#WangLYGGW19 Jin Ye 0003 Renzhang Liu Ziqi Xie Luting Feng Sen Liu 0002 EMPTCP: An ECN Based Approach to Detect Shared Bottleneck in MPTCP. 1-10 2019 ICCCN https://doi.org/10.1109/ICCCN.2019.8847013 conf/icccn/2019 db/conf/icccn/icccn2019.html#YeLXFL19 Yening Zhou Taoshen Li Zhe Wang 0037 Jin Ye 0003 Non-time-Sharing Full-Duplex SWIPT Relay System with Energy Access Point. 83-97 2019 PAAP https://doi.org/10.1007/978-981-15-2767-8_8 conf/paap/2019 db/conf/paap/paap2019.html#ZhouLWY19 Zhe Wang 0037 Taoshen Li Jin Ye 0003 Zhihui Ge Energy Conservation for Wireless Mesh Networks: A PSO Approach with Throughput-Energy Consumption Scheme Using Solar Energy. 160-169 2018 IIP https://doi.org/10.1007/978-3-030-00828-4_17 conf/ifip12/2018iip db/conf/ifip12/iip2018.html#WangLYG18

Jiawei Huang 0001 Qi Li Shaohua Zhong Lianhai Liu Ping Zhong 0002 Jianxin Wang 0001 Jin Ye 0003 Synthesizing Existing CSMA and TDMA Based MAC Protocols for VANETs. 338 2017 17 Sensors 2 https://doi.org/10.3390/s17020338 https://www.wikidata.org/entity/Q37679554 db/journals/sensors/sensors17.html#HuangLZLZWY17

Jiawei Huang 0001 Jianxin Wang 0001 Jin Ye 0003 A buffer management algorithm for improving up/down transmission congestion protocol fairness in IEEE 802.11 wireless local area networks. 2228-2240 2014 27 Int. J. Commun. Syst. 10 https://doi.org/10.1002/dac.2469 db/journals/ijcomsys/ijcomsys27.html#HuangWY14

Xiaohuan Li 0001 Bin-Jie Hu Hongbin Chen 0001 Jin Ye 0003 A Distance-Aware Safety-Related Message Broadcasting Algorithm for Vehicular Networks. 2014 10 Int. J. Distributed Sens. Networks https://doi.org/10.1155/2014/139857 db/journals/ijdsn/ijdsn10.html#LiHCY14

Jin Ye 0003 Jiawei Huang 0001 Jianxin Wang 0001 Shigeng Zhang Zhenrong Zhang ECN-Based Congestion Probability Prediction over Hybrid Wired-Wireless Networks. 2014 10 Int. J. Distributed Sens. Networks https://doi.org/10.1155/2014/134620 db/journals/ijdsn/ijdsn10.html#YeHWZZ14

Xiaohuan Li 0001 Bin-Jie Hu Hongbin Chen 0001 Jin Ye 0003 Analysis of connectivity probability and hop count for multi-hop broadcasting in vehicular networks. 551-555 2013 ICCVE https://doi.org/10.1109/ICCVE.2013.6799853 conf/iccve/2013 db/conf/iccve/iccve2013.html#LiHCY13

Jin Ye 0003 Jianxin Wang 0001 Jiawei Huang 0001 A cross-layer TCP for providing fairness in wireless mesh networks. 1611-1626 2011 24 Int. J. Commun. Syst. 12 https://doi.org/10.1002/dac.1238 db/journals/ijcomsys/ijcomsys24.html#YeWH11

Jin Ye 0003 Jianxin Wang 0001 Jiawei Huang 0001 Xi Zhang 0005 A Cross-Layer ECN to Achieve Fairness Among TCP Flows in Wireless Mesh Networks. 1-6 2009 GLOBECOM https://doi.org/10.1109/GLOCOM.2009.5426144 conf/globecom/2009 db/conf/globecom/globecom2009.html#YeWHZ09 Jin Ye 0003 Jianxin Wang 0001 Liang Rong Weijia Jia 0001 TCP-PCP: A Transport Control Protocol Based on the Prediction of Congestion Probability over Wired/Wireless Hybrid Networks. 1375-1380 2008 GLOBECOM https://doi.org/10.1109/GLOCOM.2008.ECP.270 conf/globecom/2008 db/conf/globecom/globecom2008.html#YeWRJ08 Jiawei Huang 0001 Jianxin Wang 0001 Yuhong Luo Jin Ye 0003 A Channel-Aware Scheduling Algorithm for Improving TCP Fairness. 316-321 2008 ICYCS https://doi.org/10.1109/ICYCS.2008.102 https://doi.ieeecomputersociety.org/10.1109/ICYCS.2008.102 conf/icycs/2008 db/conf/icycs/icycs2008.html#HuangWLY08 Bitao Chen Fan Chen Guihao Chen Hongbin Chen 0001 Jianwei Chen Qian Chen 0019 Qingfeng Chen Yanmei Chen Zihan Chen Meng Dan Junchuan Fan Luting Feng Xudong Gao Zhihui Ge Tian He 0001 Bin-Jie Hu Huilin Hu Jiawei Huang 0001 Weijia Jia 0001 Wanchun Jiang Wenchao Jiang Jiawen Kang 0001 Wei Lan 0001 Chunhai Li Lin Li Qi Li Sitan Li Taoshen Li Weihe Li Wenliang Li Xiaohuan Li 0001 Xin Li Yijun Li 0002 Zhaoyi Li Jiahua Liang Junbin Liang Jin Liu 0012 Lianhai Liu Renzhang Liu Sen Liu 0002 Yan Liu Xiaojuan Lu Yuhong Luo Liangdi Ma Dusit Niyato Shirui Pan Yi Pan 0001 Chengjie Pang Wei Peng 0004 Yajun Peng Shaowen Qin Liang Rong Yuanchao Shan Jing Shao Qichen Su Xianshi Su Xun Sun Fengzhu Tang Xin Tang Jianxin Wang 0001 Xun Wang Zhe Wang 0037 Zirong Wei Min Wu Yuan Wu 0001 Qingyu Xiao Jiacheng Xie Ziqi Xie Ke Xiong 0001 Xi Yang 0005 Linfei Yin Rong Yu 0001 Tiantian Yu Shigeng Zhang Wenlu Zhang Xi Zhang 0005 Zhenrong Zhang Yilin Zhao Zhonghua Zhao Yusi Zheng Ping Zhong 0002 Shaohua Zhong Shengwen Zhou Yening Zhou Mingrui Zhu Xiaoshu Zhu