Deep learning gait phase recognition based on fusion of multiple information and attention mechanisms.

Zilin Wang Zilin Wang 0001 Peking University, School of Integrated Circuits, Beijing, China https://orcid.org/0009-0005-0281-7879 https://ieeexplore.ieee.org/author/37089077770 Zilin Wang 0002 University of Oxford, Department of Computer Science, Oxford, UK Tsinghua Shenzhen International Graduate School, Shenzhen, China Tsinghua University, Beijing, China https://zerlinwang.github.io/ https://whirl.cs.ox.ac.uk/pages/people/zilin.html https://orcid.org/0009-0003-6062-3015 https://scholar.google.com/citations?user=rVky_6EAAAAJ https://www.linkedin.com/in/zilin-wang-67929228a/ https://twitter.com/nirhso https://github.com/zerlinwang https://www.wikidata.org/entity/Q130940284 Zilin Wang 0003 Hong Kong Metropolitan University, School of Science and Technology, Hong Kong https://orcid.org/0000-0001-7228-5605 https://scholar.google.com/citations?user=QhYzCYoAAAAJ Zilin Wang 0004 https://orcid.org/0009-0003-4446-4173 Tongji University, Shanghai, China Zilin Wang 0005 https://orcid.org/0000-0002-9598-3331 Jilin University, Changchun, China Zilin Wang 0006 https://orcid.org/0009-0009-0965-4282 Taiyuan University of Science and Technology, China Zilin Wang 0007 https://orcid.org/0000-0003-0257-0034 Sichuan University, Chengdu, Sichuan, China Zilin Wang 0008 https://orcid.org/0000-0003-4931-9058 Harbin Institute of Technology, Harbin, China Zilin Wang 0009 https://orcid.org/0000-0003-4545-1561 University of Michigan, USA

Chenhao Li Jiayi Sun Yujia Gao Chenglong Feng Zilin Wang Haifeng Zhang Wenxin Niu Deep learning gait phase recognition based on fusion of multiple information and attention mechanisms. 2026 109820 119 Biomed. Signal Process. Control. https://doi.org/10.1016/j.bspc.2026.109820 db/journals/bspc/bspc119.html#LiSGFWZN26 streams/journals/bspc

Dashuai Wang Minghu Zhao Zilin Wang Kunbiao Lu Changxing Geng Xiaoguang Liu 0002 A novel benchmark for rice lodging assessment with X-band UAV-PolSAR and 3D-RLMamba. 2026 111730 247 Comput. Electron. Agric. https://doi.org/10.1016/j.compag.2026.111730 db/journals/cea/cea247.html#WangZWLGL26 streams/journals/cea

Zilin Wang Xiaoguang Liu 0002 Changxing Geng Dashuai Wang MSSVT: Multi-branch spatial-spectral volumetric transformer for rice lodging segmentation with UAV multimodal fusion. 2026 112087 252 Comput. Electron. Agric. https://doi.org/10.1016/j.compag.2026.112087 db/journals/cea/cea252.html#WangLGW26 streams/journals/cea

Shengqi Chen 0003 Zilin Wang Jianrong Dai Guohua Wu Jiayun Chen Artificial intelligence for real-time motion tracking in MRI-guided radiotherapy: A systematic review. 2026 102783 132 Comput. Medical Imaging Graph. https://doi.org/10.1016/j.compmedimag.2026.102783 db/journals/cmig/cmig132.html#ChenWDWC26 streams/journals/cmig

Zilin Wang Liming Chen Pengxian Chen Yifeng Zheng 0004 Wenjie Zhang 0003 Joint caching-trajectory optimization for dynamic UAV-MEC networks: Context-aware game combined MADDPG. 2026 112267 282 Comput. Networks https://doi.org/10.1016/j.comnet.2026.112267 db/journals/cn/cn282.html#WangCCZZ26 streams/journals/cn

Zilin Wang Jiancheng Lv 0001 Xianggen Liu DCA-Net: Graph-based dependent sampling and dynamic context association for biomedical trigger detection. 2026 123027 742 Inf. Sci. https://doi.org/10.1016/j.ins.2025.123027 db/journals/isci/isci742.html#WangLL26 streams/journals/isci

Binghui Li Zilin Wang Fengling Chen Shiyang Zhao Ruiheng Zheng Lei Wu Optimal Learning-Rate Schedules under Functional Scaling Laws: Power Decay and Warmup-Stable-Decay. 2026 February abs/2602.06797 CoRR https://doi.org/10.48550/arXiv.2602.06797 db/journals/corr/corr2602.html#abs-2602-06797 streams/journals/corr

Yuhao Liu Zilin Wang Lei Wu Shaobo Zhang Smoothness Adaptivity in Constant-Depth Neural Networks: Optimal Rates via Smooth Activations. 2026 February abs/2602.19691 CoRR https://doi.org/10.48550/arXiv.2602.19691 db/journals/corr/corr2602.html#abs-2602-19691 streams/journals/corr

Minrui Xu Zilin Wang Mengyi Deng Zhiwei Li Zhicheng Yang Xiao Zhu Yinhong Liu Boyu Zhu Baiyu Huang Chao Chen Heyuan Deng Fei Mi Lifeng Shang Xingshan Zeng Zhijiang Guo EnvFactory: Scaling Tool-Use Agents via Executable Environments Synthesis and Robust RL. 2026 May abs/2605.18703 CoRR https://doi.org/10.48550/arXiv.2605.18703 db/journals/corr/corr2605.html#abs-2605-18703 streams/journals/corr

Sean Hellingman Zilin Wang Mary E. Thompson Success in the MLS SuperDraft: evaluating player characteristics and performance using mixed effects models. 5135-5161 2025 December 40 Comput. Stat. 9 https://doi.org/10.1007/s00180-025-01601-w db/journals/cstat/cstat40.html#HellingmanWT25 streams/journals/cstat

Meiqin Liu 0002 Zilin Wang Chao Yao Yao Zhao 0001 Wei Wang 0108 Yunchao Wei Context perturbation: A Consistent alignment approach for Domain Adaptive Semantic Segmentation. 104464 2025 260 Comput. Vis. Image Underst. https://doi.org/10.1016/j.cviu.2025.104464 db/journals/cviu/cviu260.html#LiuWYZWW25 streams/journals/cviu

Zilin Wang Yafeng Ren Qiong Peng Donghong Ji A context-enhanced neural network model for biomedical event trigger detection. 121625 2025 691 Inf. Sci. https://doi.org/10.1016/j.ins.2024.121625 db/journals/isci/isci691.html#WangRPJ25 streams/journals/isci

Min Zhang Zilin Wang Liyan Chen Kunhong Liu 0001 Juncong Lin Dialogue Director: Bridging the Gap in Dialogue Visualization for Multimodal Storytelling. 1-6 2025 ICME https://doi.org/10.1109/ICME59968.2025.11210229 conf/icmcs/2025 db/conf/icmcs/icme2025.html#ZhangWCLL25 streams/conf/icmcs

Chenyu Zeng Yanshu Zhang Jiayi Zhou Yuhan Wang Zilin Wang Yuhao Liu Lei Wu Daniel Zhengyu Huang Point Cloud Neural Operator for Parametric PDEs on Complex and Variable Geometries. 2025 January abs/2501.14475 CoRR https://doi.org/10.48550/arXiv.2501.14475 db/journals/corr/corr2501.html#abs-2501-14475 streams/journals/corr

Ke Yuan Zilin Wang Keyan Chen 0005 Bingcai Zhou Zheng Li 0029 Chunfu Jia Timed-release encryption anonymous interaction protocol based on smart contract. 3 2024 December 13 J. Cloud Comput. 1 https://doi.org/10.1186/s13677-023-00536-1 db/journals/jcloudc/jcloudc13.html#YuanWCZLJ24

Dongxu Shang Huabin Wang Mengxin Zhang Yuhang Peng Xingjian Ye Zilin Wang A Graph Structure-Feature Learning Network for Diagnosing Alzheimer's Disease Based on Multi-modal Brain Biometric Feature. 282-291 2024 CCBR (2) https://doi.org/10.1007/978-981-96-1071-6_26 conf/ccbr/2024-2 db/conf/ccbr/ccbr2024-2.html#ShangWZPYW24 streams/conf/ccbr Zilin Wang José I. Leon Ligang Wu 0001 WenSheng Luo 0001 FCS-MPC Control Strategies Based on Period Control for 3L-NPC Inverter. 1-6 2024 ICIT https://doi.org/10.1109/ICIT58233.2024.10540866 conf/icit2/2024 db/conf/icit2/icit2024.html#WangLWL24 Derin Ozturk Zilin Wang E. Farrell Helbling Absolute Pose Estimation for a Millimeter-Scale Vision System. 13082-13089 2024 IROS https://doi.org/10.1109/IROS58592.2024.10801942 conf/iros/2024 db/conf/iros/iros2024.html#OzturkWH24 Mingze Wang Jinbo Wang 0003 Haotian He Zilin Wang Guanhua Huang Feiyu Xiong Zhiyu Li Weinan E Lei Wu Improving Generalization and Convergence by Enhancing Implicit Regularization. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/d712c8625fd97424c9744019b28dca21-Abstract-Conference.html conf/nips/2024 db/conf/nips/neurips2024.html#Wang0HWHXLEW24

Mingze Wang Haotian He Jinbo Wang 0003 Zilin Wang Guanhua Huang Feiyu Xiong Zhiyu Li Weinan E Lei Wu Improving Generalization and Convergence by Enhancing Implicit Regularization. 2024 abs/2405.20763 CoRR https://doi.org/10.48550/arXiv.2405.20763 db/journals/corr/corr2405.html#abs-2405-20763

Shengqi Chen 0003 Zilin Wang Jianrong Dai Shirui Qin Ying Cao Ruiao Zhao Jiayun Chen Guohua Wu Yuan Tang A Novel Automatic Real-time Motion Tracking Method for Magnetic Resonance Imaging-guided Radiotherapy: Leveraging the Enhanced Tracking-Learning-Detection Framework with Automatic Segmentation. 2024 abs/2411.07503 CoRR https://doi.org/10.48550/arXiv.2411.07503 db/journals/corr/corr2411.html#abs-2411-07503 streams/journals/corr

Zilin Wang Shengqi Chen 0003 Jianrong Dai Shirui Qin Ying Cao Ruiao Zhao Guohua Wu Yuan Tang Jiayun Chen A No-Reference Medical Image Quality Assessment Method Based on Automated Distortion Recognition Technology: Application to Preprocessing in MRI-guided Radiotherapy. 2024 abs/2412.06599 CoRR https://doi.org/10.48550/arXiv.2412.06599 db/journals/corr/corr2412.html#abs-2412-06599 streams/journals/corr

Keyi Liu Yufeng Chen Liyan Xu Xiao Zhang Zilin Wang Hailong Li Yansheng Yang Hong You Dihua Li Reconciling Human Development and Giant Panda Protection Goals: Cost-efficiency Evaluation of Farmland Reverting and Energy Substitution Programs in Wolong National Reserve. 2024 abs/2412.07275 CoRR https://doi.org/10.48550/arXiv.2412.07275 db/journals/corr/corr2412.html#abs-2412-07275 streams/journals/corr

Min Zhang Zilin Wang Liyan Chen Kunhong Liu 0001 Juncong Lin Dialogue Director: Bridging the Gap in Dialogue Visualization for Multimodal Storytelling. 2024 abs/2412.20725 CoRR https://doi.org/10.48550/arXiv.2412.20725 db/journals/corr/corr2412.html#abs-2412-20725 streams/journals/corr

Kai Li Ping Zhang 0027 Zilin Wang Wei Shen Weicheng Sun Jinsheng Xu Zi Wen Li Li 0057 iEnhance: a multi-scale spatial projection encoding network for enhancing chromatin interaction data resolution. 2023 July 24 Briefings Bioinform. 4 https://doi.org/10.1093/bib/bbad245 db/journals/bib/bib24.html#LiZWSSXWL23

Ying Ji Junqi Xu Zilin Wang Xinyu Guo Dexing Kong He Wang 0016 Kangan Li Application of advanced diffusion models from diffusion weighted imaging in a large cohort study of breast lesions. 52 2023 December 23 BMC Medical Imaging 1 https://doi.org/10.1186/s12880-023-01005-6 db/journals/bmcmi/bmcmi23.html#JiXWGKWL23

Yafeng Ren Zilin Wang Qiong Peng Donghong Ji A knowledge-augmented neural network model for sarcasm detection. 103521 2023 November 60 Inf. Process. Manag. 6 https://doi.org/10.1016/j.ipm.2023.103521 https://www.wikidata.org/entity/Q126182358 db/journals/ipm/ipm60.html#RenWPJ23

Bin Ren 0008 Wanli Guan Qinyu Zhou Zilin Wang EEG-Based Driver Fatigue Monitoring within a Human-Ship-Environment System: Implications for Ship Braking Safety. 4644 2023 23 Sensors 10 https://doi.org/10.3390/s23104644 db/journals/sensors/sensors23.html#RenGZW23

Yafeng Ren Zilin Wang A Tree-structured Neural Network Model for Joint Extraction of Adverse Drug Events. 4938-4941 2023 BIBM https://doi.org/10.1109/BIBM58861.2023.10386041 conf/bibm/2023 db/conf/bibm/bibm2023.html#RenW23a Weixin Zhu Zilin Wang Jiuxin Lin Chang Zeng Tao Yu SSI-Net: A Multi-Stage Speech Signal Improvement System for ICASSP 2023 SSI Challenge. 1-2 2023 ICASSP https://doi.org/10.1109/ICASSP49357.2023.10094845 conf/icassp/2023 db/conf/icassp/icassp2023.html#ZhuWLZY23 Zilin Wang Hongyang Luo ZeYang Peng Xingchen Chao Yajuan He An 8T SRAM Based Digital Compute-In-Memory Macro For Multiply-And-Accumulate Accelerating. 1-5 2023 ISCAS https://doi.org/10.1109/ISCAS46773.2023.10182037 conf/iscas/2023 db/conf/iscas/iscas2023.html#WangLPCH23 Andrei Constantinescu 0001 Diana Ghinea Lioba Heimbach Zilin Wang Roger Wattenhofer A Fair and Resilient Decentralized Clock Network for Transaction Ordering. 8:1-8:20 2023 OPODIS https://doi.org/10.4230/LIPIcs.OPODIS.2023.8 conf/opodis/2023 db/conf/opodis/opodis2023.html#0001GHWW23

Andrei Constantinescu 0001 Diana Ghinea Lioba Heimbach Zilin Wang Roger Wattenhofer A Fair and Resilient Decentralized Clock Network for Transaction Ordering. 2023 abs/2305.05206 CoRR https://doi.org/10.48550/arXiv.2305.05206 db/journals/corr/corr2305.html#abs-2305-05206

Lu Li Yuxin Pan Ruobing Chen 0005 Jie Liu 0047 Zilin Wang Yu Liu 0015 Zhiheng Li Distance-rank Aware Sequential Reward Learning for Inverse Reinforcement Learning with Sub-optimal Demonstrations. 2023 abs/2310.08823 CoRR https://doi.org/10.48550/arXiv.2310.08823 db/journals/corr/corr2310.html#abs-2310-08823

Wensheng Luo 0001 Tingyu Shi Sergio Vazquez Zilin Wang Ligang Wu 0001 Leopoldo García Franquelo DC-Link Voltage Regulation of Grid-Connected Converters Using Linear Disturbance Observer. 1-6 2022 IECON https://doi.org/10.1109/IECON49645.2022.9968526 conf/iecon/2022 db/conf/iecon/iecon2022.html#LuoSVWWF22 Xavier Puig Tianmin Shu Shuang Li 0013 Zilin Wang Yuan-Hong Liao Joshua B. Tenenbaum Sanja Fidler Antonio Torralba 0001 Watch-And-Help: A Challenge for Social Perception and Human-AI Collaboration. 2021 ICLR https://openreview.net/forum?id=w_7JMpGZRh0 conf/iclr/2021 db/conf/iclr/iclr2021.html#PuigSLWLTF021

Zengyuan Guo Zilin Wang Zhihui Wang 0001 Wanli Ouyang Haojie Li Wen Gao 0001 Location-Aware Feature Selection for Scene Text Detection. 2020 abs/2004.10999 CoRR https://arxiv.org/abs/2004.10999 db/journals/corr/corr2004.html#abs-2004-10999

Xavier Puig Tianmin Shu Shuang Li 0013 Zilin Wang Joshua B. Tenenbaum Sanja Fidler Antonio Torralba 0001 Watch-And-Help: A Challenge for Social Perception and Human-AI Collaboration. 2020 abs/2010.09890 CoRR https://arxiv.org/abs/2010.09890 db/journals/corr/corr2010.html#abs-2010-09890

Yong Peng Zilin Wang Qian Zhang Shaohua Du Yang Zhao Luonan Yang Jianing Liu Yawei Cheng Aidi Wang Yingjie Liu Basic Research on Wireless Remote Control Rabbit Animal Robot Movement. 37-43 2019 ICIRA (2) https://doi.org/10.1007/978-3-030-27532-7_4 conf/icira/2019-2 db/conf/icira/icira2019-2.html#PengWZDZYLCWL19 Ayan Mukhopadhyay Zilin Wang Yevgeniy Vorobeychik A Decision Theoretic Framework for Emergency Responder Dispatch. 588-596 2018 AAMAS http://dl.acm.org/citation.cfm?id=3237471 conf/atal/2018 db/conf/atal/aamas2018.html#MukhopadhyayWV18

Gabriel Moreno-Hagelsieb Zilin Wang Stephanie Walsh Aisha ElSherbiny Phylogenomic clustering for selecting non-redundant genomes for comparative genomics. 947-949 2013 29 Bioinform. 7 https://doi.org/10.1093/bioinformatics/btt064 https://www.wikidata.org/entity/Q42686746 db/journals/bioinformatics/bioinformatics29.html#Moreno-HagelsiebWWE13

Ying Cao Xingchen Chao Chao Chen Fengling Chen Jiayun Chen Keyan Chen 0005 Liming Chen Liyan Chen Pengxian Chen Ruobing Chen 0005 Shengqi Chen 0003 Yufeng Chen Yawei Cheng Andrei Constantinescu 0001 Jianrong Dai Heyuan Deng Mengyi Deng Shaohua Du Weinan E Aisha ElSherbiny Chenglong Feng Sanja Fidler Leopoldo García Franquelo Jose Ignacio León GalvánJosé I. Leon Wen Gao 0001 Yujia Gao Changxing Geng Diana Ghinea Wanli Guan Xinyu Guo Zengyuan Guo Zhijiang Guo Haotian He Yajuan He Lioba Heimbach E. Farrell Helbling Sean Hellingman Baiyu Huang Daniel Zhengyu Huang Guanhua Huang Donghong Ji Ying Ji Chunfu Jia Dexing Kong Binghui Li Chenhao Li Dihua Li Hailong Li Haojie Li Kai Li Kangan Li Li Li 0057 Lu Li Shuang Li 0013 Zheng Li 0029 Zhiheng Li Zhiwei Li Zhiyu Li Yuan-Hong Liao Jiuxin Lin Juncong Lin Jianing Liu Jie Liu 0047 Keyi Liu Kunhong Liu 0001 Meiqin Liu 0002 Xianggen Liu Xiaoguang Liu 0002 Yingjie Liu Yinhong Liu Yu Liu 0015 Yuhao Liu Kunbiao Lu Hongyang Luo Wensheng Luo 0001WenSheng Luo 0001 Jiancheng Lv 0001 Fei Mi Gabriel Moreno-Hagelsieb Ayan Mukhopadhyay Wenxin Niu Wanli Ouyang Derin Ozturk Yuxin Pan Qiong Peng Yong Peng Yuhang Peng ZeYang Peng Xavier Puig Shirui Qin Bin Ren 0008 Yafeng Ren Dongxu Shang Lifeng Shang Wei Shen Tingyu Shi Tianmin Shu Jiayi Sun Weicheng Sun Yuan Tang Joshua B. Tenenbaum Mary E. Thompson Antonio Torralba 0001 Sergio Vazquez Yevgeniy Vorobeychik Stephanie Walsh Aidi Wang Dashuai Wang He Wang 0016 Huabin Wang Jinbo Wang 0003 Mingze Wang Wei Wang 0108 Yuhan Wang Zhihui Wang 0001 Roger Wattenhofer Yunchao Wei Zi Wen Guohua Wu Lei Wu Ligang Wu 0001 Feiyu Xiong Jinsheng Xu Junqi Xu Liyan Xu Minrui Xu Luonan Yang Yansheng Yang Zhicheng Yang Chao Yao Xingjian Ye Hong You Tao Yu Ke Yuan Chang Zeng Chenyu Zeng Xingshan Zeng Haifeng Zhang Mengxin Zhang Min Zhang Ping Zhang 0027 Qian Zhang Shaobo Zhang Wenjie Zhang 0003 Xiao Zhang Yanshu Zhang Minghu Zhao Ruiao Zhao Shiyang Zhao Yang Zhao Yao Zhao 0001 Ruiheng Zheng Yifeng Zheng 0004 Bingcai Zhou Jiayi Zhou Qinyu Zhou Boyu Zhu Weixin Zhu Xiao Zhu