Optimizing Client Selection in Federated Learning Base on Genetic Algorithm.

Jiagao Wu https://orcid.org/0000-0003-3109-2553

Jiagao Wu Hongyan Ji Jing Yi Linfeng Liu 0001 Optimizing Client Selection in Federated Learning Base on Genetic Algorithm. 400 2025 October 28 Clust. Comput. 6 https://doi.org/10.1007/s10586-025-05106-5 db/journals/cluster/cluster28.html#WuJYL25 streams/journals/cluster

Jiagao Wu Yudong Jiang Zhouli Fan Linfeng Liu 0001 GridFL: A 3D-Grid-based Federated Learning framework. 104115 2025 236 J. Netw. Comput. Appl. https://doi.org/10.1016/j.jnca.2025.104115 db/journals/jnca/jnca236.html#WuJFL25 streams/journals/jnca

Linfeng Liu 0001 Su Liu Jiagao Wu Jia Xu 0003 A Placement Strategy for Idle Mobile Charging Stations in IoEV: From the View of Charging Demand Force. 3870-3884 2024 May 25 IEEE Trans. Intell. Transp. Syst. 5 https://doi.org/10.1109/TITS.2023.3329453 db/journals/tits/tits25.html#LiuLWX24

Jiagao Wu Junxia Fu Hongyan Ji Linfeng Liu 0001 Graph convolutional dynamic recurrent network with attention for traffic forecasting. 22002-22016 2023 October 53 Appl. Intell. 19 https://doi.org/10.1007/s10489-023-04621-5 db/journals/apin/apin53.html#WuFJL23

Linfeng Liu 0001 Yaoze Zhou Zhiyuan Xi Jiagao Wu Jia Xu 0003 Defense against underwater spy-robots: A distributed anti-theft topology control mechanism for insecure UASN. 103214 2023 June 129 Comput. Secur. https://doi.org/10.1016/j.cose.2023.103214 https://www.wikidata.org/entity/Q121206561 db/journals/compsec/compsec129.html#LiuZXWX23

Jiagao Wu Hongyu Jin 0006 Shenlei Cai Linfeng Liu 0001 A delay tolerant network routing algorithm based on multi-step double Q-learning. 1321-1333 2023 July 17 IET Commun. 11 https://doi.org/10.1049/cmu2.12626 db/journals/iet-com/iet-com17.html#WuJCL23

Jiagao Wu Yu Wang Zhangchi Shen Linfeng Liu 0001 Adaptive client and communication optimizations in Federated Learning. 102226 2023 June 116 Inf. Syst. https://doi.org/10.1016/j.is.2023.102226 db/journals/is/is116.html#WuWSL23

Linfeng Liu 0001 Houqian Zhang Jiagao Wu A Reciprocal Charging Mechanism for Electric Vehicular Networks in Charging-Station-Absent Zones. 621-633 2023 22 IEEE Trans. Mob. Comput. 2 https://doi.org/10.1109/TMC.2021.3096328 https://www.wikidata.org/entity/Q125941022 db/journals/tmc/tmc22.html#LiuZW23

Jiagao Wu Shenlei Cai Hongyu Jin 0006 Linfeng Liu 0001 Vehicular delay tolerant network routing algorithm based on trajectory clustering and dynamic Bayesian network. 1873-1889 2023 May 29 Wirel. Networks 4 https://doi.org/10.1007/s11276-023-03239-2 db/journals/winet/winet29.html#WuCJL23

Linfeng Liu 0001 Zhipeng Zhang Jiagao Wu Jia Xu 0003 Entropy optimization of degree distributions against security threats in UASNs. 108747 2022 205 Comput. Networks https://doi.org/10.1016/j.comnet.2021.108747 https://www.wikidata.org/entity/Q115062981 db/journals/cn/cn205.html#LiuZWX22

Jiagao Wu Weiwei Weng Junxia Fu Linfeng Liu 0001 Bin Hu 0017 Deep semantic hashing with dual attention for cross-modal retrieval. 5397-5416 2022 34 Neural Comput. Appl. 7 https://doi.org/10.1007/s00521-021-06696-y db/journals/nca/nca34.html#WuWFLH22

Linfeng Liu 0001 Houqian Zhang Jiagao Wu Jia Xu 0003 Message piece dissemination approach for opportunistic underwater sensor network invaded by underwater spy-robots. 1242-1261 2022 52 Softw. Pract. Exp. 5 https://doi.org/10.1002/spe.3063 db/journals/spe/spe52.html#LiuZWX22

Linfeng Liu 0001 Zhiyuan Xi Jiagao Wu Jia Xu 0003 Noise-Based-Protection Message Dissemination Method for Insecure Opportunistic Underwater Sensor Networks. 1610-1623 2022 17 IEEE Trans. Inf. Forensics Secur. https://doi.org/10.1109/TIFS.2022.3167911 db/journals/tifs/tifs17.html#LiuXWX22

Linfeng Liu 0001 Xin Qi Zhiyuan Xi Jiagao Wu Jia Xu 0003 Charging-Expense Minimization Through Assignment Rescheduling of Movable Charging Stations in Electric Vehicle Networks. 17212-17223 2022 23 IEEE Trans. Intell. Transp. Syst. 10 https://doi.org/10.1109/TITS.2022.3154444 db/journals/tits/tits23.html#LiuQXWX22

Linfeng Liu 0001 Zhiyuan Xi Jiagao Wu Jia Xu 0003 Adaptive Data Dissemination Algorithm Based on Storing-Discarding Equilibrium for OUSNs. 3129-3142 2022 15 IEEE Trans. Serv. Comput. 6 https://doi.org/10.1109/TSC.2021.3103105 db/journals/tsc/tsc15.html#LiuXWX22

Zihao Tan Linfeng Liu 0001 Jiagao Wu Yaoze Zhou A Charging Station Recommendation Method based on Link Prediction for Cruising Electric Taxis. 127-132 2022 CSCWD https://doi.org/10.1109/CSCWD54268.2022.9776131 conf/cscwd/2022 db/conf/cscwd/cscwd2022.html#TanLWZ22

Xianli Jin Ruocong Tang Linfeng Liu 0001 Jiagao Wu Vehicle license plate recognition for fog-haze environments. 1273-1284 2021 15 IET Image Process. 6 https://doi.org/10.1049/ipr2.12103 db/journals/iet-ipr/iet-ipr15.html#JinT0W21

Linfeng Liu 0001 Zhiyuan Xi Jiagao Wu Strengthening the Achilles' Heel: An AUV-Aided Message Ferry Approach Against Dissemination Vulnerability in UASNs. 14948-14958 2021 8 IEEE Internet Things J. 19 https://doi.org/10.1109/JIOT.2021.3072920 db/journals/iotj/iotj8.html#LiuXW21

Ji Tang Linfeng Liu 0001 Jiagao Wu Jian Zhou 0009 Yang Xiang Trajectory clustering method based on spatial-temporal properties for mobile social networks. 73-95 2021 56 J. Intell. Inf. Syst. 1 https://doi.org/10.1007/s10844-020-00607-8 db/journals/jiis/jiis56.html#TangLWZX21

Jiagao Wu Fan Yuan Yahang Guo Hongyu Zhou Linfeng Liu 0001 A Fuzzy-Logic-Based Double Q -Learning Routing in Delay-Tolerant Networks. 8890772:1-8890772:17 2021 2021 Wirel. Commun. Mob. Comput. https://doi.org/10.1155/2021/8890772 db/journals/wicomm/wicomm2021.html#WuYGZL21

Shiwen Zhang Jiagao Wu Jinbao Dong Linfeng Liu 0001 Social-Interaction GAN: Pedestrian Trajectory Prediction. 429-440 2021 WASA (3) https://doi.org/10.1007/978-3-030-86137-7_46 conf/wasa/2021-3 db/conf/wasa/wasa2021-3.html#ZhangWDL21

Jiagao Wu Yahang Guo Hongyu Zhou Lu Shen Linfeng Liu 0001 Vehicular Delay Tolerant Network Routing Algorithm Based on Bayesian Network. 18727-18740 2020 8 IEEE Access https://doi.org/10.1109/ACCESS.2020.2967898 db/journals/access/access8.html#WuGZSL20

Jiagao Wu Lu Shen Linfeng Liu 0001 LSH-based distributed similarity indexing with load balancing in high-dimensional space. 636-665 2020 76 J. Supercomput. 1 https://doi.org/10.1007/s11227-019-03047-6 db/journals/tjs/tjs76.html#WuSL20

Linfeng Liu 0001 Ran Wang 0004 Jiagao Wu A time-inhomogeneous Markov chain and its distributed solution for message dissemination in OUSNs. 179-192 2019 130 J. Parallel Distributed Comput. https://doi.org/10.1016/j.jpdc.2019.03.012 db/journals/jpdc/jpdc130.html#LiuWW19

Linfeng Liu 0001 Ping Zhou Jiagao Wu Ran Wang 0004 Xiaojun Fan Haiting Zhu A Data Forwarding Approach for Fire-Rescue Scenario with Multi-Type Mobile Nodes. 3906483:1-3906483:14 2019 2019 Wirel. Commun. Mob. Comput. https://doi.org/10.1155/2019/3906483 db/journals/wicomm/wicomm2019.html#LiuZWWFZ19

Ji Tang Linfeng Liu 0001 Jiagao Wu A Trajectory Partition Method Based on Combined Movement Features. 7803293:1-7803293:13 2019 2019 Wirel. Commun. Mob. Comput. https://doi.org/10.1155/2019/7803293 https://www.wikidata.org/entity/Q127439512 db/journals/wicomm/wicomm2019.html#TangLW19

Zelei Hou Chao Huang Jiagao Wu Linfeng Liu 0001 Distributed Image Retrieval Base on LSH Indexing on Spark. 429-441 2019 ICBDS https://doi.org/10.1007/978-981-15-7530-3_33 conf/icbds/2019 db/conf/icbds/icbds2019.html#HouHW019 Weiwei Weng Jiagao Wu Lu Yang Linfeng Liu 0001 Bin Hu 0017 Label-Based Deep Semantic Hashing for Cross-Modal Retrieval. 24-36 2019 ICONIP (3) https://doi.org/10.1007/978-3-030-36718-3_3 conf/iconip/2019-3 db/conf/iconip/iconip2019-3.html#WengWYLH19 Ji Tang Linfeng Liu 0001 Jiagao Wu Jian Zhou 0009 Yang Xiang Joint Spatial-Temporal Trajectory Clustering Method for Mobile Social Networks. 832-835 2019 ICPADS https://doi.org/10.1109/ICPADS47876.2019.00123 conf/icpads/2019 db/conf/icpads/icpads2019.html#TangLWZX19

Jiagao Wu Yue Ma Linfeng Liu 0001 Cost-efficient dynamic quota-controlled routing in multi-community delay-tolerant networks. 2018 14 Int. J. Distributed Sens. Networks 5 https://doi.org/10.1177/1550147718776227 https://www.wikidata.org/entity/Q129813767 db/journals/ijdsn/ijdsn14.html#WuML18

Linfeng Liu 0001 Ran Wang 0004 Jiagao Wu On the adaptive data forwarding in opportunistic underwater sensor networks using GPS-free mobile nodes. 131-144 2018 122 J. Parallel Distributed Comput. https://doi.org/10.1016/j.jpdc.2018.08.004 https://www.wikidata.org/entity/Q129364558 db/journals/jpdc/jpdc122.html#LiuWW18

Kun Zhu 0001 Linfeng Liu 0001 Jiagao Wu 一种基于节点位置余弦相似度的机会网络转发算法 (Opportunistic Network Forwarding Algorithm Based on Node Cosine Similarity). 61-65 2018 45 计算机科学 12 https://doi.org/10.11896/j.issn.1002-137X.2018.12.008 http://www.jsjkx.com/EN/10.11896/j.issn.1002-137X.2018.12.008 db/journals/jsjkx/jsjkx45.html#0001LW18

Linfeng Liu 0001 Ping Zhou Jiagao Wu Ran Wang 0004 Xiaojun Fan Haiting Zhu A Data Forwarding Approach for Opportunistic Mobile Sensor Networks in Fire-Rescue Scenario. 630-635 2018 CSCWD https://doi.org/10.1109/CSCWD.2018.8465293 conf/cscwd/2018 db/conf/cscwd/cscwd2018.html#LiuZWWFZ18 Lu Shen Jiagao Wu Yongrong Wang Linfeng Liu 0001 Towards Load Balancing for LSH-based Distributed Similarity Indexing in High-Dimensional Space. 384-391 2018 HPCC/SmartCity/DSS https://doi.org/10.1109/HPCC/SmartCity/DSS.2018.00082 conf/hpcc/2018 db/conf/hpcc/hpcc2018.html#ShenWWL18 Hongyu Zhou Jiagao Wu Lu Shen Linfeng Liu 0001 Vehicle Delay-tolerant Network Routing Algorithm based on Multi-period Bayesian Network. 1-8 2018 IPCCC https://doi.org/10.1109/PCCC.2018.8710825 conf/ipccc/2018 db/conf/ipccc/ipccc2018.html#ZhouWSL18 Zhiqiang Zou Xu He Yinxia Wang Jiagao Wu Sparse Representation of Sensor Network Signals Based on the K-SVD Algorithm. 100-106 2018 PE-WASUN https://doi.org/10.1145/3243046.3243061 conf/pe-wasun/2018 db/conf/pe-wasun/pe-wasun2018.html#ZouHWW18 Jiagao Wu Yue Ma Linfeng Liu 0001 Jianping Pan 0001 Optimizing time-variant quota-controlled routing in delay-tolerant networks. 1-6 2017 ICC https://doi.org/10.1109/ICC.2017.7996325 conf/icc/2017 db/conf/icc/icc2017.html#WuMLP17 Jiagao Wu Yiji Zhu Linfeng Liu 0001 Boyang Yu 0001 Jianping Pan 0001 Energy-Efficient Routing in Multi-Community DTN with Social Selfishness Considerations. 1-7 2016 GLOBECOM https://doi.org/10.1109/GLOCOM.2016.7841809 conf/globecom/2016 db/conf/globecom/globecom2016.html#WuZLYP16 Jiagao Wu Jianming Wang Linfeng Liu 0001 Maryam Tanha Jianping Pan 0001 A data forwarding scheme with reachable probability centrality in DTNs. 1-6 2016 WCNC https://doi.org/10.1109/WCNC.2016.7565160 conf/wcnc/2016 db/conf/wcnc/wcnc2016.html#WuWLTP16

Linfeng Liu 0001 Jiagao Wu Zhiwen Zhu Multihops Fitting Approach for Node Localization in Underwater Wireless Sensor Networks. 682182:1-682182:11 2015 11 Int. J. Distributed Sens. Networks https://doi.org/10.1155/2015/682182 https://www.wikidata.org/entity/Q59109302 db/journals/ijdsn/ijdsn11.html#LiuWZ15

Jiagao Wu Hang Yuan Ying He Zhiqiang Zou ChordMR: A P2P-based Job Management Scheme in Cloud. 541-548 2014 9 J. Networks 3 https://doi.org/10.4304/jnw.9.3.541-548 db/journals/jnw/jnw9.html#WuYHZ14

Jiali Feng Nan Jiang Bin Hu 0017 Jiagao Wu Zhiqiang Zou Study on Key Technology of HPSIN-Based Vector Geo-data Online Service. 255-262 2012 7 Trans. Edutainment https://doi.org/10.1007/978-3-642-29050-3_25 journals/tedu/2012-7 db/journals/tedu/tedu7.html#FengJHWZ12

Zhiqiang Zou Bin Hu 0017 Wanming Huang Jiagao Wu Service-Oriented Spatial Information Sharing Model Using Geo-ontology. 331-335 2009 CSIE (2) https://doi.org/10.1109/CSIE.2009.616 https://doi.ieeecomputersociety.org/10.1109/CSIE.2009.616 conf/csie/2009 db/conf/csie/csie2009-2.html#ZouHHW09 Jiagao Wu Jun Tao Zhiqiang Zou Maximizing Universal Streaming Rate in Peer-to-Peer Streaming Networks. 392-397 2008 GCC https://doi.org/10.1109/GCC.2008.26 https://doi.ieeecomputersociety.org/10.1109/GCC.2008.26 conf/gcc/2008 db/conf/gcc/gcc2008.html#WuTZ08 Shan Jin Yanyan Zhuang Linfeng Liu 0001 Jiagao Wu An Efficient Overlay Multicast Routing Algorithm for Real-Time Multimedia Applications. 829-836 2007 conf/waim/2007 APWeb/WAIM https://doi.org/10.1007/978-3-540-72524-4_85 db/conf/waim/waim2007.html#JinZLW07 Shenlei Cai Jinbao Dong Xiaojun Fan Zhouli Fan Jiali Feng Junxia Fu Yahang Guo Xu He Ying He Zelei Hou Bin Hu 0017 Chao Huang Wanming Huang Hongyan Ji Nan Jiang Yudong Jiang Hongyu Jin 0006 Shan Jin Xianli Jin Linfeng Liu 0001 Su Liu Yue Ma Jianping Pan 0001 Xin Qi Lu Shen Zhangchi Shen Zihao Tan Ji Tang Ruocong Tang Maryam Tanha Jun Tao Jianming Wang Ran Wang 0004 Yinxia Wang Yongrong Wang Yu Wang Weiwei Weng Zhiyuan Xi Yang Xiang Jia Xu 0003 Lu Yang Jing Yi Boyang Yu 0001 Fan Yuan Hang Yuan Houqian Zhang Shiwen Zhang Zhipeng Zhang Hongyu Zhou Jian Zhou 0009 Ping Zhou Yaoze Zhou Haiting Zhu Kun Zhu 0001 Yiji Zhu Zhiwen Zhu Yanyan Zhuang Zhiqiang Zou