A hybrid evolutionary algorithm based on integrated molecular-gradient search for large-scale many-objective optimization.

Chunhua Gu

Weichao Ding Tianyu Zhang Chunhua Gu Fei Luo 0002 Wenbo Dong A hybrid evolutionary algorithm based on integrated molecular-gradient search for large-scale many-objective optimization. 2026 115385 199 Appl. Soft Comput. https://doi.org/10.1016/j.asoc.2026.115385 db/journals/asc/asc199.html#DingZGLD26 streams/journals/asc

Weichao Ding Qinwen Jiang Chunhua Gu Fei Luo 0002 Wenbo Dong A dual-population cooperative evolutionary algorithm based on contribution degree for large-scale many-objective optimization. 2026 114737 176 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2026.114737 db/journals/eaai/eaai176.html#DingJGLD26 streams/journals/eaai

Sheng Liang Songwen Pei Chunhua Gu Liu Yang Zelei Liu Lixin Fan Xin Yang FedACE: A Federated Adaptive Components Exfoliation method for medical image segmentation in non-IID scenarios. 129215 2026 297 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2025.129215 db/journals/eswa/eswa297.html#LiangPGYLFY26 streams/journals/eswa

Weichao Ding Jiahao Liu Wenbo Dong Fei Luo 0002 Chunhua Gu MPCMO: An improved multi-population co-evolutionary algorithm for many-objective optimization. 122671 2026 723 Inf. Sci. https://doi.org/10.1016/j.ins.2025.122671 db/journals/isci/isci723.html#DingLDLG26 streams/journals/isci

Xingyu He Nianci Li Panxing Huang Chunhua Gu Guisong Yang Yunhuai Liu Dynamic Spatiotemporal Dual-Encoder Transformer for Long-Term Traffic Prediction in LEO Satellite Networks. 2026 4712-4723 23 IEEE Trans. Netw. Serv. Manag. https://doi.org/10.1109/TNSM.2026.3693648 db/journals/tnsm/tnsm23.html#HeLHGYL26 streams/journals/tnsm

Xinxin Li Fei Luo Junhai Ouyang Luis Rojas Pino Wenhai Li Weichao Ding Chunhua Gu A Novel Deep Knowledge Tracing Model with Problem Complexity and State Stability. 3270-3293 2025 December 35 Int. J. Artif. Intell. Educ. 5 https://doi.org/10.1007/s40593-025-00500-x db/journals/aiedu/aiedu35.html#LiLOPLDG25 streams/journals/aiedu

Weichao Ding Zehao Yang Fei Luo 0002 Chunhua Gu Wenbo Dong Multi-modal self-supervised contrastive representation learning for three-dimensional point cloud understanding. 111919 2025 160 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2025.111919 db/journals/eaai/eaai160.html#DingYLGD25 streams/journals/eaai

Weichao Ding Mingshan Chen Wenbo Dong Fei Luo 0002 Chunhua Gu Chemical reaction-inspired dual-population co-evolutionary algorithm for many-objective optimization. 128257 2025 289 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2025.128257 db/journals/eswa/eswa289.html#DingCDLG25 streams/journals/eswa

Fei Luo 0002 Baojun Zhao Joel Fuentes Xueqin Zhang Weichao Ding Chunhua Gu Luis Rojas Pino A review on multi-focus image fusion using deep learning. 129125 2025 618 Neurocomputing https://doi.org/10.1016/j.neucom.2024.129125 db/journals/ijon/ijon618.html#LuoZFZDGP25 streams/journals/ijon

Xueqin Zhang Peilin Geng Wei Hong Yixuan Wang Chunhua Gu Black-box targeted adversarial attacks for deep neural networks. 131017 2025 652 Neurocomputing https://doi.org/10.1016/j.neucom.2025.131017 db/journals/ijon/ijon652.html#ZhangGHWG25 streams/journals/ijon

Qi Min Fei Luo 0002 Wenbo Dong Chunhua Gu Weichao Ding Bidirectional domain transfer knowledge distillation for catastrophic forgetting in federated learning with heterogeneous data. 113008 2025 311 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2025.113008 db/journals/kbs/kbs311.html#MinLDGD25 streams/journals/kbs

Baojun Zhao Fei Luo 0002 Joel Fuentes Weichao Ding Chunhua Gu MA-MFIF: When misaligned multi-focus Image fusion meets deep homography estimation. 10877-10898 2025 April 84 Multim. Tools Appl. 12 https://doi.org/10.1007/s11042-024-19385-4 db/journals/mta/mta84.html#ZhaoLFDG25 streams/journals/mta

Qi Min Hui Wang Peng Jia Yuan Qiu 0006 Chunhua Gu Weichao Ding FedBKT: Federated Learning with Model Heterogeneity via Bidirectional Knowledge Transfer with Mediator Model. 394-405 2025 ICIC (10) https://doi.org/10.1007/978-981-96-9849-3_33 conf/icic/2025-10 db/conf/icic/icic2025-10.html#MinWJQGD25 streams/conf/icic

Jiale Lu Lianggangxu Chen Haoyue Guan Shaohui Lin Chunhua Gu Changbo Wang Gaoqi He Improving rare relation inferring for scene graph generation using bipartite graph network. 103901 2024 February 239 Comput. Vis. Image Underst. https://doi.org/10.1016/j.cviu.2023.103901 db/journals/cviu/cviu239.html#LuCGLGWH24

Qi Min Fei Luo 0002 Wenbo Dong Chunhua Gu Weichao Ding Communication-efficient federated learning via personalized filter pruning. 121030 2024 678 Inf. Sci. https://doi.org/10.1016/j.ins.2024.121030 db/journals/isci/isci678.html#MinLDGD24

Yixuan Wang Wei Hong Xueqin Zhang Qing Zhang Chunhua Gu Boosting transferability of adversarial samples via saliency distribution and frequency domain enhancement. 112152 2024 300 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2024.112152 db/journals/kbs/kbs300.html#WangHZZG24

Weichao Ding Fei Luo 0002 Chunhua Gu Zhiming Dai Haifeng Lu A Multiagent Meta-Based Task Offloading Strategy for Mobile-Edge Computing. 100-114 2024 February 16 IEEE Trans. Cogn. Dev. Syst. 1 https://doi.org/10.1109/TCDS.2023.3246107 https://www.wikidata.org/entity/Q124838759 db/journals/tamd/tamd16.html#DingLGDL24

Han Wang Chunhua Gu DCCL: Distance-coefficient guided Clustering with Contrastive Learning for Few-shot Text Classification. 85-90 2024 CSCWD https://doi.org/10.1109/CSCWD61410.2024.10580706 conf/cscwd/2024 db/conf/cscwd/cscwd2024.html#WangG24

Xueqin Zhang Jiyuan Wang Jinyu Xu Chunhua Gu Detection of Android Malware Based on Deep Forest and Feature Enhancement. 29344-29359 2023 11 IEEE Access https://doi.org/10.1109/ACCESS.2023.3260977 db/journals/access/access11.html#ZhangWXG23

Zijie Liu Chunhua Gu Ying Xie Huichen Zhang Songwen Pei Realistic Sketch Face Generation via Sketch-Guided Incomplete Restoration. 32-37 2023 ICPADS https://doi.org/10.1109/ICPADS60453.2023.00014 conf/icpads/2023 db/conf/icpads/icpads2023.html#LiuGXZP23

Xueqin Zhang Yan Wang Weiyi Zhu Gang Liu Chunhua Gu Source node detection in social networks based on Trust-GMLA algorithm. 28-35 2022 189 Comput. Commun. https://doi.org/10.1016/j.comcom.2022.02.024 db/journals/comcom/comcom189.html#ZhangWZLG22

Fei Luo 0002 Qin Zhou Joel Fuentes Weichao Ding Chunhua Gu A Soar-Based Space Exploration Algorithm for Mobile Robots. 426 2022 24 Entropy 3 https://doi.org/10.3390/e24030426 db/journals/entropy/entropy24.html#LuoZFDG22

Yong Li Lingfang Zeng Guang Chen Chunhua Gu Fei Luo 0002 Weichao Ding Zhan Shi Joel Fuentes A Multi-hashing Index for hybrid DRAM-NVM memory systems. 102547 2022 128 J. Syst. Archit. https://doi.org/10.1016/j.sysarc.2022.102547 db/journals/jsa/jsa128.html#LiZCGLDSF22

Xueqin Zhang Xiaoxiao Wang Chunhua Gu Online multi-object tracking with pedestrian re-identification and occlusion processing. 1089-1099 2021 37 Vis. Comput. 5 https://doi.org/10.1007/s00371-020-01854-0 db/journals/vc/vc37.html#ZhangWG21

Weichao Ding Fei Luo 0002 Chunhua Gu Haifeng Lu Qin Zhou Performance-to-Power Ratio Aware Resource Consolidation Framework Based on Reinforcement Learning in Cloud Data Centers. 15472-15483 2020 8 IEEE Access https://doi.org/10.1109/ACCESS.2020.2966673 db/journals/access/access8.html#DingLGLZ20

Haifeng Lu Chunhua Gu Fei Luo 0002 Weichao Ding Shuai Zheng Yifan Shen Optimization of Task Offloading Strategy for Mobile Edge Computing Based on Multi-Agent Deep Reinforcement Learning. 202573-202584 2020 8 IEEE Access https://doi.org/10.1109/ACCESS.2020.3036416 db/journals/access/access8.html#LuGLDZS20

Haifeng Lu Chunhua Gu Fei Luo 0002 Weichao Ding Xinping Liu Optimization of lightweight task offloading strategy for mobile edge computing based on deep reinforcement learning. 847-861 2020 102 Future Gener. Comput. Syst. https://doi.org/10.1016/j.future.2019.07.019 db/journals/fgcs/fgcs102.html#LuGLDL20

Weichao Ding Fei Luo 0002 Liangxiu Han Chunhua Gu Haifeng Lu Joel Fuentes Adaptive virtual machine consolidation framework based on performance-to-power ratio in cloud data centers. 254-270 2020 111 Future Gener. Comput. Syst. https://doi.org/10.1016/j.future.2020.05.004 db/journals/fgcs/fgcs111.html#DingLHGLF20

Songwen Pei Tianma Shen Xianrong Wang Chunhua Gu Zhong Ning Xiaochun Ye Naixue Xiong 3DACN: 3D Augmented convolutional network for time series data. 17-29 2020 513 Inf. Sci. https://doi.org/10.1016/j.ins.2019.11.040 https://www.wikidata.org/entity/Q126779026 db/journals/isci/isci513.html#PeiSWGNYX20

Haifeng Lu Chunhua Gu Fei Luo 0002 Weichao Ding Ye Yuan Qiang Ren 强化学习下能耗优化的虚拟机放置策略 (Virtual Machine Placement Strategy with Energy Consumption Optimization under Reinforcement Learning). 291-297 2019 46 计算机科学 9 https://doi.org/10.11896/j.issn.1002-137X.2019.09.044 http://www.jsjkx.com/EN/10.11896/j.issn.1002-137X.2019.09.044 db/journals/jsjkx/jsjkx46.html#LuGLDYR19

Xinping Liu Chunhua Gu Fei Luo 0002 Weichao Ding 基于败者组与混合编码策略的NSGA-II改进算法 (Improved NSGA-II Algorithm Based on Loser Group and Hybrid Coding Strategy). 222-228 2019 46 计算机科学 10 https://doi.org/10.11896/jsjkx.181001852 http://www.jsjkx.com/EN/10.11896/jsjkx.181001852 db/journals/jsjkx/jsjkx46.html#LiuGLD19

Weichao Ding Fei Luo 0002 Chunhua Gu Haifeng Lu QARPF: A QoS-Aware Active Resource Provisioning Framework Based on OpenStack. 1568-1576 2019 SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI https://doi.org/10.1109/SmartWorld-UIC-ATC-SCALCOM-IOP-SCI.2019.00281 conf/uic/2019 db/conf/uic/uic2019.html#DingLGL19

Yaohui Chang Chunhua Gu Fei Luo 0002 Guisheng Fan Wenhao Fu Energy Efficient Resource Selection and Allocation Strategy for Virtual Machine Consolidation in Cloud Datacenters. 1816-1827 2018 101-D IEICE Trans. Inf. Syst. 7 https://doi.org/10.1587/transinf.2017EDP7321 http://search.ieice.org/bin/summary.php?id=e101-d_7_1816 db/journals/ieicet/ieicet101d.html#ChangGLFF18

Weichao Ding Chunhua Gu Fei Luo 0002 Yaohui Chang Ulysse Rugwiro Xiaoke Li Geng Wen DFA-VMP: An efficient and secure virtual machine placement strategy under cloud environment. 318-333 2018 11 Peer-to-Peer Netw. Appl. 2 https://doi.org/10.1007/s12083-016-0502-z db/journals/ppna/ppna11.html#DingGLCRLW18

Fei Luo 0002 Chunhua Gu A Set-Associated Bin Packing Algorithm with Multiple Objectives in the Cloud. 3-17 2018 ICCC https://doi.org/10.1007/978-3-319-94307-7_1 conf/iccc2/2018 db/conf/iccc2/iccc2018.html#LuoG18

Xun Zhang Chunhua Gu Fei Luo 0002 Yaohui Chang Geng Wen 基于动态规划的虚拟机放置策略 (Virtual Machine Placement Strategy Based on Dynamic Programming). 54-59 2017 44 计算机科学 8 https://doi.org/10.11896/j.issn.1002-137X.2017.08.010 http://www.jsjkx.com/EN/10.11896/j.issn.1002-137X.2017.08.010 db/journals/jsjkx/jsjkx44.html#ZhangGLCW18

Xueqin Zhang Li Zhang Chunhua Gu Security Risk Estimation of Social Network Privacy Issue. 81-85 2017 ICCNS https://doi.org/10.1145/3163058.3163073 conf/iccns/2017 db/conf/iccns/iccns2017.html#ZhangZG17 Xueqin Zhang Qianru Zhou Chunhua Gu Published Weighted Social Networks Privacy Preservation Based on Community Division. 86-90 2017 ICCNS https://doi.org/10.1145/3163058.3163074 conf/iccns/2017 db/conf/iccns/iccns2017.html#ZhangZG17a Yaohui Chang Chunhua Gu Fei Luo 0002 Energy efficient virtual machine consolidation in cloud datacenters. 401-406 2017 ICSAI https://doi.org/10.1109/ICSAI.2017.8248325 conf/icsai/2017 db/conf/icsai/icsai2017.html#ChangGL17 Ulysse Rugwiro Chunhua Gu Customization of virtual machine allocation policy using k-means clustering algorithm to minimize power consumption in data centers. 52:1-52:8 2017 ICC https://doi.org/10.1145/3018896.3018947 conf/iotdcc/2017 db/conf/iotdcc/iotdcc2017.html#RugwiroG17

Xiuxia Tian Lisha Li Jinguo Li Hongjiao Li Chunhua Gu Secret Share Based Program Access Authorization Protocol for Smart Metering. 1071-1079 2016 18 Int. J. Netw. Secur. 6 http://ijns.jalaxy.com.tw/contents/ijns-v18-n6/ijns-2016-v18-n6-p1071-1079.pdf db/journals/ijnsec/ijnsec18.html#TianLLLG16

Jinguo Li Mi Wen Kejie Lu Chunhua Gu PIMRS: achieving privacy and integrity-preserving multi-owner ranked-keyword search over encrypted cloud data. 3765-3776 2016 9 Secur. Commun. Networks 16 https://doi.org/10.1002/sec.1482 https://www.wikidata.org/entity/Q115150231 db/journals/scn/scn9.html#LiWLG16

Fengyong Li Kui Wu 0001 Jingsheng Lei Mi Wen Zhongqin Bi Chunhua Gu Steganalysis Over Large-Scale Social Networks With High-Order Joint Features and Clustering Ensembles. 344-357 2016 11 IEEE Trans. Inf. Forensics Secur. 2 https://doi.org/10.1109/TIFS.2015.2496910 db/journals/tifs/tifs11.html#LiWLWBG16

Jinguo Li Mi Wen Chunhua Gu Hongwei Li 0001 PSS: Achieving high-efficiency and privacy-preserving similarity search in multiple clouds. 1-6 2016 ICC https://doi.org/10.1109/ICC.2016.7511324 conf/icc/2016 db/conf/icc/icc2016.html#LiWGL16 Jean Steve Hirwa Ulysse Rugwiro Mark Stammers Chunhua Gu Cloud-Based Clusters: Multivariate Optimization Techniques for Resource Performance Prediction. 165-171 2016 ISPDC https://doi.org/10.1109/ISPDC.2016.29 https://doi.ieeecomputersociety.org/10.1109/ISPDC.2016.29 conf/ispdc/2016 db/conf/ispdc/ispdc2016.html#HirwaRSG16

Mi Wen Kaoru Ota He Li 0001 Jingsheng Lei Chunhua Gu Zhou Su 0001 Secure Data Deduplication With Reliable Key Management for Dynamic Updates in CPSS. 137-147 2015 2 IEEE Trans. Comput. Soc. Syst. 4 https://doi.org/10.1109/TCSS.2015.2514088 db/journals/tcss/tcss2.html#WenOLLGS15

Fei Luo 0002 Chunhua Gu Bingyong Yan Changhao Fan Shalin Huang Simulation to ARM Processors Based on the Instruction's Eigenvalue. 1579-1584 2015 HPCC/CSS/ICESS https://doi.org/10.1109/HPCC-CSS-ICESS.2015.177 conf/hpcc/2015 db/conf/hpcc/hpcc2015.html#LuoGYFH15 Fei Luo 0002 Chunhua Gu Xu Fang Yi Tang A Container Bin Packing Algorithm for Multiple Objects. 124-134 2015 ICIC (2) https://doi.org/10.1007/978-3-319-22186-1_12 conf/icic/2015-2 db/conf/icic/icic2015-2.html#LuoGFT15 Zongshuai Hu Yong Wang Chunhua Gu Dejun Mengm Xiaoli Yang Shuai Chen Malicious data identification in smart grid based on residual error method. 1-5 2015 SSIC https://doi.org/10.1109/SSIC.2015.7245325 conf/ssic/2015 db/conf/ssic/ssic2015.html#HuWGMYC15 Jinguo Li Yaping Lin Mi Wen Chunhua Gu Bo Yin 0004 Secure and Verifiable Multi-owner Ranked-Keyword Search in Cloud Computing. 325-334 2015 WASA https://doi.org/10.1007/978-3-319-21837-3_32 conf/wasa/2015 db/conf/wasa/wasa2015.html#LiLWGY15

Xueqin Zhang Yifeng Zhang Chunhua Gu GPU Implementation of Parallel Support Vector Machine Algorithm with Applications to Detection Intruder. 1117-1124 2014 9 J. Comput. 5 http://www.jcomputers.us/index.php?m=content&c=index&a=show&catid=77&id=961 https://doi.org/10.4304/jcp.9.5.1117-1124 db/journals/jcp/jcp9.html#ZhangZG14

Kai Shi 0006 Zhanquan Wang Fei Luo 0002 Chunhua Gu Design and realization of general matrix keyboard based on STM32. 447-453 2014 ICSAI https://doi.org/10.1109/ICSAI.2014.7009330 conf/icsai/2014 db/conf/icsai/icsai2014.html#0006WLG14

Gaoqi He Yu Yang Zhi-Hua Chen Chunhua Gu Zhi-geng Pan A review of behavior mechanisms and crowd evacuation animation in emergency exercises. 477-485 2013 14 J. Zhejiang Univ. Sci. C 7 https://doi.org/10.1631/jzus.CIDE1301 https://www.wikidata.org/entity/Q114367287 db/journals/jzusc/jzusc14.html#HeYCGP13

Zhanquan Wang Xuanhuang Peng Chunhua Gu Bingqiang Huang Mining at most top-K% mixed-drove spatiotemporal co-occurrence patterns. 1-5 2013 ASCC https://doi.org/10.1109/ASCC.2013.6606379 conf/ascc/2013 db/conf/ascc/ascc2013.html#WangPGH13 Zhanquan Wang Chunhua Gu Tong Ruan Chao Duan Mining at Most Top-K% Spatio-temporal Outlier Based Context: A Summary of Results. 688-695 2011 AICI (2) https://doi.org/10.1007/978-3-642-23887-1_87 conf/aici/2011-2 db/conf/aici/aici2011-2.html#WangGRD11 Guisheng Fan Huiqun Yu Liqiong Chen Chunhua Gu An Approach to Handling Failure Recovery in Service Composition and Its Analysis. 153-160 2011 TASE https://doi.org/10.1109/TASE.2011.14 https://doi.ieeecomputersociety.org/10.1109/TASE.2011.14 conf/tase/2011 db/conf/tase/tase2011.html#FanYCG11 Guisheng Fan Huiqun Yu Chunhua Gu Liqiong Chen An Aspect Oriented Approach to Analyzing Fault of Service Composition. 149-156 2010 APSCC https://doi.org/10.1109/APSCC.2010.55 https://doi.ieeecomputersociety.org/10.1109/APSCC.2010.55 conf/apscc/2010 db/conf/apscc/apscc2010.html#FanYGC10 Chunhua Gu Xueqin Zhang Guoxin Song A Delegation Logic Based Authorization Mechanism for Virtual Organizations. 123-136 2005 IWAP http://www.booksonline.iospress.nl/Content/View.aspx?piid=1235 conf/iwap/2005 db/conf/iwap/iwap2005.html#GuZS05 Zhongqin Bi Yaohui Chang Guang Chen Lianggangxu Chen Liqiong Chen Mingshan Chen Shuai Chen Zhi-Hua Chen Zhiming Dai Weichao Ding Wenbo Dong Chao Duan Changhao Fan Guisheng Fan Lixin Fan Xu Fang Wenhao Fu Joel Fuentes Peilin Geng Haoyue Guan Liangxiu Han Gaoqi He Xingyu He Jean Steve Hirwa Wei Hong Zongshuai Hu Bingqiang Huang Panxing Huang Shalin Huang Peng Jia Qinwen Jiang Jingsheng Lei Fengyong Li He Li 0001 Hongjiao Li Hongwei Li 0001 Jinguo Li Lisha Li Nianci Li Wenhai Li Xiaoke Li Xinxin Li Yong Li Sheng Liang Shaohui Lin Yaping Lin Gang Liu Jiahao Liu Xinping Liu Yunhuai Liu Zelei Liu Zijie Liu Haifeng Lu Jiale Lu Kejie Lu Fei Luo Fei Luo 0002 Dejun Mengm Qi Min Zhong Ning Kaoru Ota Junhai Ouyang Zhigeng PanZhi-geng Pan Songwen Pei Xuanhuang Peng Luis Rojas Pino Yuan Qiu 0006 Qiang Ren Tong Ruan Ulysse Rugwiro Tianma Shen Yifan Shen Kai Shi 0006 Zhan Shi Guoxin Song Mark Stammers Zhou Su 0001 Yi Tang Xiuxia Tian Changbo Wang Han Wang Hui Wang Jiyuan Wang Xianrong Wang Xiaoxiao Wang Yan Wang Yixuan Wang Yong Wang Zhanquan Wang Geng Wen Mi Wen Kui Wu 0001 Ying Xie Naixue Xiong Jinyu Xu Bingyong Yan Guisong Yang Liu Yang Xiaoli Yang Xin Yang Yu Yang Zehao Yang Xiaochun Ye Bo Yin 0004 Huiqun Yu Ye Yuan Lingfang Zeng Huichen Zhang Li Zhang Qing Zhang Tianyu Zhang Xueqin Zhang Xun Zhang Yifeng Zhang Baojun Zhao Shuai Zheng Qianru Zhou Qin Zhou Weiyi Zhu