HierTFL: Hierarchical Scheduling for Industrial TSN-Enhanced Federated Learning System.

Pengzhan Zhou https://orcid.org/0000-0002-8796-5969 https://www.wikidata.org/entity/Q130961598

Xinyue Zhang Mingyan Li Songtao Guo Fuqiang Gu Pengzhan Zhou Weiting Zhang HierTFL: Hierarchical Scheduling for Industrial TSN-Enhanced Federated Learning System. 2026 June 8177-8191 25 IEEE Trans. Mob. Comput. 6 https://doi.org/10.1109/TMC.2025.3647455 db/journals/tmc/tmc25.html#ZhangLGGZZ26 streams/journals/tmc

Lin Tan 0011 Songtao Guo Zhufang Kuang Pengzhan Zhou Mingyan Li SkyLink: Joint Deployment and Scheduling in Collaborative Integrated Ground-Air-Space Network. 90-106 2026 25 IEEE Trans. Wirel. Commun. https://doi.org/10.1109/TWC.2025.3581412 db/journals/twc/twc25.html#TanGKZL26 streams/journals/twc

Zijun Tan Chuan Fu Tan Guo Zhixiong Nan Pengzhan Zhou Xinggan Peng Fulin Luo PGMamba: A Physical Model-Guided Global Mamba for Underwater Image Enhancement. 9359-9367 2026 AAAI https://doi.org/10.1609/aaai.v40i11.37895 conf/aaai/2026 db/conf/aaai/aaai2026.html#TanFGNZPL26 Zemu Liu Zhida Qin Pengzhan Zhou Tianyu Huang Gangyi Ding Bridging Time and Domains: A Time-aware Framework for Cross-Domain Sequential Recommendation. 6091-6102 2026 WWW https://doi.org/10.1145/3774904.3792249 conf/www/2026 db/conf/www/www2026.html#LiuQZHD26

Dewen Qiao Songtao Guo Xuetao Chen Pengzhan Zhou Di Zhang 0011 Yu Zhang EMAFL: Evolutionary Momentum Auxiliary Adaptive Accelerating Federated Learning. 13061-13074 2025 May 12 IEEE Internet Things J. 9 https://doi.org/10.1109/JIOT.2024.3523970 db/journals/iotj/iotj12.html#QiaoGCZZZ25 streams/journals/iotj

Shixiao Yang Zhida Qin Enjun Du Pengzhan Zhou Tianyu Huang Dual Social View Enhanced Contrastive Learning for Social Recommendation. 2156-2170 2025 October 12 IEEE Trans. Comput. Soc. Syst. 5 https://doi.org/10.1109/TCSS.2024.3496774 db/journals/tcss/tcss12.html#YangQDZH25 streams/journals/tcss

Dewen Qiao Songtao Guo Jun Zhao 0007 Junqing Le Pengzhan Zhou Mingyan Li Xuetao Chen ASMAFL: Adaptive Staleness-Aware Momentum Asynchronous Federated Learning in Edge Computing. 3390-3406 2025 April 24 IEEE Trans. Mob. Comput. 4 https://doi.org/10.1109/TMC.2024.3510135 db/journals/tmc/tmc24.html#QiaoGZLZLC25 streams/journals/tmc

Pengzhan Zhou Yijun Zhai Yuepeng He Fang Qu Zhida Qin Xianlong Jiao Fulin Luo Chao Chen 0004 Songtao Guo FedRAV: Hierarchically Federated Region-Learning for Traffic Object Classification of Personalized Autonomous Vehicles With Guaranteed Efficiency. 9599-9618 2025 October 24 IEEE Trans. Mob. Comput. 10 https://doi.org/10.1109/TMC.2025.3564402 db/journals/tmc/tmc24.html#ZhouZHQQJLCG25 streams/journals/tmc

Dewen Qiao Liangxin Qian Songtao Guo Jun Zhao 0007 Pengzhan Zhou AMFL: Resource-Efficient Adaptive Metaverse-Based Federated Learning for the Human-Centric Augmented Reality Applications. 7888-7902 2025 May 36 IEEE Trans. Neural Networks Learn. Syst. 5 https://doi.org/10.1109/TNNLS.2024.3409446 db/journals/tnn/tnn36.html#QiaoQGZZ25 streams/journals/tnn

Manning Zhu Songtao Guo Pengzhan Zhou Yansong Ning Chang Han Dewen Qiao FedSODA: Federated Fine-Tuning of LLMs via Similarity Group Pruning and Orchestrated Distillation Alignment. 4193-4200 2025 ECAI https://doi.org/10.3233/FAIA251312 conf/ecai/2025 db/conf/ecai/ecai2025.html#ZhuGZNHQ25 Lin Tan 0011 Pengzhan Zhou Songtao Guo Jun Zhao 0007 Zhufang Kuang Dewen Qiao Lu Yang 0012 Partitioned Collaborative Inference for On-Device Models via Evolutionary Reinforcement Learning. 714-724 2025 ICDCS https://doi.org/10.1109/ICDCS63083.2025.00075 conf/icdcs/2025 db/conf/icdcs/icdcs2025.html#0011ZG0KQ025 Fang Qu Pengzhan Zhou Yuepeng He Kaixin Gao Youyu Luo Xin Feng Yu Liu 0021 Songtao Guo EfficientPIE: Real-Time Prediction on Pedestrian Crossing Intention with Sole Observation. 1793-1801 2025 IJCAI https://doi.org/10.24963/ijcai.2025/200 conf/ijcai/2025 db/conf/ijcai/ijcai2025.html#QuZHGLF0G25 Xufeng Liang Zhida Qin Pengzhan Zhou Shuang Li 0008 Tianyu Huang Dual-GT: Dual-scale Spatial Dependency for Grid-based Traffic Flow Prediction. 1-10 2025 INFOCOM https://doi.org/10.1109/INFOCOM55648.2025.11044644 conf/infocom/2025 db/conf/infocom/infocom2025.html#LiangQZ0H25 Wentao Cheng Zhida Qin Zexue Wu Pengzhan Zhou Tianyu Huang Large Language Models Enhanced Hyperbolic Space Recommender Systems. 1944-1953 2025 SIGIR https://doi.org/10.1145/3726302.3730019 conf/sigir/2025 db/conf/sigir/sigir2025.html#ChengQWZH25 Yijun Zhai Pengzhan Zhou Yuepeng He Kaixin Gao Fang Qu Ziyi Li Li Gao Youyu Luo uFedMBA: Unforgotten Personalized Federated Learning with Memory Bank for Adaptively Aggregated Layers. SMC 2025 3046-3051 conf/smc/2025 https://doi.org/10.1109/SMC58881.2025.11343500 db/conf/smc/smc2025.html#ZhaiZHGQLGL25 streams/conf/smc Chen Yang Songtao Guo Pengzhan Zhou FedSPA: Heterogenous Federated Learning with Similarity-Based Prototype Aggregation. 157-169 2025 WASA (1) https://doi.org/10.1007/978-981-96-8725-1_13 conf/wasa/2025-1 db/conf/wasa/wasa2025-1.html#YangGZ25 streams/conf/wasa

Wentao Cheng Zhida Qin Zexue Wu Pengzhan Zhou Tianyu Huang Large Language Models Enhanced Hyperbolic Space Recommender Systems. 2025 April abs/2504.05694 CoRR https://doi.org/10.48550/arXiv.2504.05694 db/journals/corr/corr2504.html#abs-2504-05694 streams/journals/corr

Manning Zhu Songtao Guo Pengzhan Zhou Yansong Ning Chang Han Dewen Qiao FedSODA: Federated Fine-tuning of LLMs via Similarity Group Pruning and Orchestrated Distillation Alignment. 2025 August abs/2508.12727 CoRR https://doi.org/10.48550/arXiv.2508.12727 db/journals/corr/corr2508.html#abs-2508-12727 streams/journals/corr

Dewen Qiao Pengzhan Zhou Mingyan Li Songtao Guo Parameters optimization and precision enhancement of Takagi-Sugeno fuzzy neural network. 9509-9520 2024 September 28 Soft Comput. 17-18 https://doi.org/10.1007/s00500-024-09743-7 db/journals/soco/soco28.html#QiaoZLG24 streams/journals/soco

Yuepeng He Pengzhan Zhou Yijun Zhai Fang Qu Zhida Qin Mingyan Li Songtao Guo FedPAW: Federated Learning With Personalized Aggregation Weights for Urban Vehicle Speed Prediction. 1248-1259 2024 October - December 12 IEEE Trans. Cloud Comput. 4 https://doi.org/10.1109/TCC.2024.3452696 db/journals/tcc/tcc12.html#HeZZQQLG24 streams/journals/tcc

Lin Tan 0011 Songtao Guo Pengzhan Zhou Zhufang Kuang Saiqin Long Zhetao Li Multi-UAV-Enabled Collaborative Edge Computing: Deployment, Offloading and Resource Optimization. 18305-18320 2024 November 25 IEEE Trans. Intell. Transp. Syst. 11 https://doi.org/10.1109/TITS.2024.3432818 db/journals/tits/tits25.html#TanGZKLL24 streams/journals/tits

Lu Yang 0012 Songtao Guo Chen-Khong Tham Mingyan Li Guiyan Liu Pengzhan Zhou PreM-FedIoV: A Novel Federated Reinforcement Learning Framework for Predictive Maintenance in IoV. 11954-11970 2024 December 23 IEEE Trans. Mob. Comput. 12 https://doi.org/10.1109/TMC.2024.3404249 db/journals/tmc/tmc23.html#YangGTLLZ24 streams/journals/tmc

Zhida Qin Siyun Yang Yuchen Huang Haoyan Fu Pengzhan Zhou Gangyi Ding Towards Relevance and Diversity in Crowdsourcing Worker Recruitment With Insufficient Information. 578-591 2024 January - February 11 IEEE Trans. Netw. Sci. Eng. 1 https://doi.org/10.1109/TNSE.2023.3302375 db/journals/tnse/tnse11.html#QinYHFZD24

Lin Tan 0011 Songtao Guo Pengzhan Zhou Zhufang Kuang Xianlong Jiao HAT: Task Offloading and Resource Allocation in RIS-Assisted Collaborative Edge Computing. 4665-4678 2024 September - October 11 IEEE Trans. Netw. Sci. Eng. 5 https://doi.org/10.1109/TNSE.2024.3432893 db/journals/tnse/tnse11.html#TanGZKJ24 streams/journals/tnse

Jiaming Zhang Songtao Guo Pengzhan Zhou FedGDC-P: Communication-efficient Personalized Graph Federated Learning Based On Dataset Condensation. 538-543 2024 CSCWD https://doi.org/10.1109/CSCWD61410.2024.10580581 conf/cscwd/2024 db/conf/cscwd/cscwd2024.html#ZhangGZ24 Kunhong He Pengzhan Zhou Yijun Zhai Yuepeng He Lin Tan 0011 Dewen Qiao Songtao Guo HfedPES: Hierarchical Personalized Federated Learning with Edge Selection. 884-891 2024 MSN https://doi.org/10.1109/MSN63567.2024.00122 conf/msn/2024 db/conf/msn/msn2024.html#HeZZHTQG24 Yijun Zhai Pengzhan Zhou Yuepeng He Fang Qu Zhida Qin Xianlong Jiao Guiyan Liu Songtao Guo FedRAV: Hierarchically Federated Region-Learning for Traffic Object Classification of Autonomous Vehicles. 892-899 2024 MSN https://doi.org/10.1109/MSN63567.2024.00123 conf/msn/2024 db/conf/msn/msn2024.html#ZhaiZHQQJLG24

Yijun Zhai Pengzhan Zhou Yuepeng He Fang Qu Zhida Qin Xianlong Jiao Guiyan Liu Songtao Guo FedRAV: Hierarchically Federated Region-Learning for Traffic Object Classification of Autonomous Vehicles. 2024 abs/2411.13979 CoRR https://doi.org/10.48550/arXiv.2411.13979 db/journals/corr/corr2411.html#abs-2411-13979 streams/journals/corr

Yuepeng He Pengzhan Zhou Yijun Zhai Fang Qu Zhida Qin Mingyan Li Songtao Guo FedPAW: Federated Learning with Personalized Aggregation Weights for Urban Vehicle Speed Prediction. 2024 abs/2412.01281 CoRR https://doi.org/10.48550/arXiv.2412.01281 db/journals/corr/corr2412.html#abs-2412-01281 streams/journals/corr

Pengzhan Zhou Yuepeng He Yijun Zhai Kaixin Gao Chao Chen 0004 Zhida Qin Chong Zhang Songtao Guo FedAH: Aggregated Head for Personalized Federated Learning. 2024 abs/2412.01295 CoRR https://doi.org/10.48550/arXiv.2412.01295 db/journals/corr/corr2412.html#abs-2412-01295 streams/journals/corr

Xianlong Jiao Yating Wang Songtao Guo Hong Zhang Haipeng Dai 0001 Mingyan Li Pengzhan Zhou Deep Reinforcement Learning Empowers Wireless Powered Mobile Edge Computing: Towards Energy-Aware Online Offloading. 5214-5227 2023 September 71 IEEE Trans. Commun. 9 https://doi.org/10.1109/TCOMM.2023.3283792 db/journals/tcom/tcom71.html#JiaoWGZDLZ23

Pengzhan Zhou Cong Wang 0006 Yuanyuan Yang 0001 Design and Optimization of Solar-Powered Shared Electric Autonomous Vehicle System for Smart Cities. 2053-2068 2023 April 22 IEEE Trans. Mob. Comput. 4 https://doi.org/10.1109/TMC.2021.3116805 db/journals/tmc/tmc22.html#ZhouWY23

Yiming Zeng 0001 Pengzhan Zhou Cong Wang 0006 Ji Liu 0001 Yuanyuan Yang 0001 Economical Behavior Modeling and Analyses for Data Collection in Edge Internet of Things Networks. 33:1-33:27 2023 May 19 ACM Trans. Sens. Networks 2 https://doi.org/10.1145/3532092 https://www.wikidata.org/entity/Q130961600 db/journals/tosn/tosn19.html#ZengZWLY23

Pengzhan Zhou Xin Wei Cong Wang 0006 Yuanyuan Yang 0001 k-Level Truthful Incentivizing Mechanism and Generalized k-MAB Problem. 1724-1739 2022 71 IEEE Trans. Computers 7 https://doi.org/10.1109/TC.2021.3105831 db/journals/tc/tc71.html#ZhouWWY22

Dewen Qiao Songtao Guo Defang Liu Saiqin Long Pengzhan Zhou Zhetao Li Adaptive Federated Deep Reinforcement Learning for Proactive Content Caching in Edge Computing. 4767-4782 2022 33 IEEE Trans. Parallel Distributed Syst. 12 https://doi.org/10.1109/TPDS.2022.3201983 db/journals/tpds/tpds33.html#QiaoGLLZL22

Changwei Wan Songtao Guo Jing He 0011 Guiyan Liu Pengzhan Zhou iCOS: A Deep Reinforcement Learning Scheme for Wireless-Charged MEC Networks. 7739-7750 2022 71 IEEE Trans. Veh. Technol. 7 https://doi.org/10.1109/TVT.2022.3166973 db/journals/tvt/tvt71.html#WanGHLZ22

Pengzhan Zhou Cong Wang 0006 Yuanyuan Yang 0001 Design of Self-sustainable Wireless Sensor Networks with Energy Harvesting and Wireless Charging. 45:1-45:38 2021 17 ACM Trans. Sens. Networks 4 https://doi.org/10.1145/3459081 db/journals/tosn/tosn17.html#ZhouWY21

Cong Wang 0006 Yuanyuan Yang 0001 Pengzhan Zhou Towards Efficient Scheduling of Federated Mobile Devices Under Computational and Statistical Heterogeneity. 394-410 2021 32 IEEE Trans. Parallel Distributed Syst. 2 https://doi.org/10.1109/TPDS.2020.3023905 db/journals/tpds/tpds32.html#00060Z21

Pengzhan Zhou Cong Wang 0006 Yuanyuan Yang 0001 Xin Wei E-Sharing: Data-driven Online Optimization of Parking Location Placement for Dockless Electric Bike Sharing. 474-484 2020 ICDCS https://doi.org/10.1109/ICDCS47774.2020.00059 conf/icdcs/2020 db/conf/icdcs/icdcs2020.html#ZhouWYW20 Pengzhan Zhou Cong Wang 0006 Yuanyuan Yang 0001 Design and Optimization of Electric Autonomous Vehicles with Renewable Energy Source for Smart Cities. 1399-1408 2020 INFOCOM https://doi.org/10.1109/INFOCOM41043.2020.9155390 conf/infocom/2020 db/conf/infocom/infocom2020.html#ZhouWY20 Cong Wang 0006 Xin Wei Pengzhan Zhou Optimize Scheduling of Federated Learning on Battery-powered Mobile Devices. 212-221 2020 IPDPS https://doi.org/10.1109/IPDPS47924.2020.00031 conf/ipps/2020 db/conf/ipps/ipdps2020.html#WangWZ20

Cong Wang 0006 Yuanyuan Yang 0001 Pengzhan Zhou Towards Efficient Scheduling of Federated Mobile Devices under Computational and Statistical Heterogeneity. 2020 abs/2005.12326 CoRR https://arxiv.org/abs/2005.12326 db/journals/corr/corr2005.html#abs-2005-12326

Pengzhan Zhou Cong Wang 0006 Yuanyuan Yang 0001 Static and Mobile Target <i>k</i>k-Coverage in Wireless Rechargeable Sensor Networks. 2430-2445 2019 18 IEEE Trans. Mob. Comput. 10 https://doi.org/10.1109/TMC.2018.2872576 db/journals/tmc/tmc18.html#ZhouWY19

Pengzhan Zhou Xin Wei Cong Wang 0006 Yuanyuan Yang 0001 Explore Truthful Incentives for Tasks with Heterogenous Levels of Difficulty in the Sharing Economy. 2019 IJCAI https://doi.org/10.24963/ijcai.2019/94 conf/ijcai/2019 db/conf/ijcai/ijcai2019.html#ZhouWWY19 665-671 Pengzhan Zhou Cong Wang 0006 Yuanyuan Yang 0001 Self-sustainable Sensor Networks with Multi-source Energy Harvesting and Wireless Charging. 1828-1836 2019 INFOCOM https://doi.org/10.1109/INFOCOM.2019.8737505 conf/infocom/2019 db/conf/infocom/infocom2019.html#ZhouWY19 Yiming Zeng 0001 Pengzhan Zhou Ji Liu 0001 Yuanyuan Yang 0001 Modeling Dishonest Behavior in Mobile Data Gathering Over Leasing Residential Sensor Networks. 1-6 2018 GLOBECOM https://doi.org/10.1109/GLOCOM.2018.8647506 conf/globecom/2018 db/conf/globecom/globecom2018.html#ZengZLY18 Yiming Zeng 0001 Pengzhan Zhou Ji Liu 0001 Yuanyuan Yang 0001 A Stackelberg Game Framework for Mobile Data Gathering in Leasing Residential Sensor Networks. 1-6 2018 IWQoS https://doi.org/10.1109/IWQoS.2018.8624166 conf/iwqos/2018 db/conf/iwqos/iwqos2018.html#ZengZLY18 Pengzhan Zhou Cong Wang 0006 Yuanyuan Yang 0001 Leveraging Target k-Coverage in Wireless Rechargeable Sensor Networks. 1291-1300 2017 ICDCS https://doi.org/10.1109/ICDCS.2017.92 https://doi.ieeecomputersociety.org/10.1109/ICDCS.2017.92 conf/icdcs/2017 db/conf/icdcs/icdcs2017.html#ZhouWY17 Chao Chen 0004 Xuetao Chen Wentao Cheng Haipeng Dai 0001 Gangyi Ding Enjun Du Xin Feng Chuan Fu Haoyan Fu Kaixin Gao Li Gao Fuqiang Gu Songtao Guo Tan Guo Chang Han Jing He 0011 Kunhong He Yuepeng He Tianyu Huang Yuchen Huang Xianlong Jiao Zhufang Kuang Junqing Le Mingyan Li Shuang Li 0008 Zhetao Li Ziyi Li Xufeng Liang Defang Liu Guiyan Liu Ji Liu 0001 Yu Liu 0021 Zemu Liu Saiqin Long Fulin Luo Youyu Luo Zhixiong Nan Yansong Ning Xinggan Peng Liangxin Qian Dewen Qiao Zhida Qin Fang Qu Lin Tan 0011 Zijun Tan Chen-Khong Tham Changwei Wan Cong Wang 0006 Yating Wang Xin Wei Zexue Wu Chen Yang Lu Yang 0012 Shixiao Yang Siyun Yang Yuanyuan Yang 0001 Yiming Zeng 0001 Yijun Zhai Chong Zhang Di Zhang 0011 Hong Zhang Jiaming Zhang Weiting Zhang Xinyue Zhang Yu Zhang Jun Zhao 0007 Manning Zhu