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• Luna Xingyu Li
• Xing-Yu Li
• Xingyue Li

• 2026
• 
  [j84]
  Xingyu Li,Wenzhe Zhang,Linfeng Liu,Ping Wang:
  Two-Tier Submodel Partition Framework for Enhancing UAV Swarm Robustness in Forest Fire Detection.IEEE Trans. Mob. Comput.25(1):1169-1183 (2026)
• 
  [i86]
  Shuliang Liu,Xingyu Li,Hongyi Liu,Yibo Yan,Bingchen Duan,Qi Zheng,Dong Fang,Lingfeng Su,Xuming Hu:
  Distilling the Thought, Watermarking the Answer: A Principle Semantic Guided Watermark for Large Reasoning Models.CoRRabs/2601.05144 (2026)
• 
  [i85]
  Haoran Xu,Yanlin Liu,Zizhao Tong,Jiaze Li,Kexue Fu,Yuyang Zhang,Longxiang Gao,Shuaiguang Li,Xingyu Li,Yanran Xu,Changwei Wang:
  Vision Also You Need: Navigating Out-of-Distribution Detection with Multimodal Large Language Model.CoRRabs/2601.14052 (2026)
• 2025
• 
  [j83]
  Xingyu Li,Lu Peng,Yu-Ping Wang,Weihua Zhang:
  Open challenges and opportunities in federated foundation models towards biomedical healthcare.BioData Min.18(1) (2025)
• 
  [j82]
  Shuwei Zhang,Yefeng Liang,Xingyu Li,Shibo Li,Xiaofeng Xiong,Lihai Zhang:
  AESR3D: 3D overcomplete autoencoder for trabecular computed tomography super resolution.CAAI Trans. Intell. Technol.10(3):652-665 (2025)
• 
  [j81]
  Hongsong Chen,Xingyu Li:
  6G network cloud-edge-end collaboration security auditing traceability scheme and experiment verification.Clust. Comput.28(16):1052 (2025)
• 
  [j80]
  Rafael Alves Batista,Aurélien Benoit-Lévy,Teresa Bister,Martina Bohacova,Mauricio Bustamante,Washington Carvalho,Yiren Chen,LingMei Cheng,Simon Chiche,Jean-Marc Colley,Pablo Correa,Nicoleta Cucu Laurenciu,Zigao Dai,Rogerio M. de Almeida,Beatriz de Errico,Sijbrand de Jong,João R. T. de Mello Neto,Krijn D. de Vries,Valentin Decoene,Peter B. Denton,Bohao Duan,Kaikai Duan,Ralph Engel,William Erba,Yizhong Fan,Arsène Ferrière,QuanBu Gou,Junhua Gu,Marion Guelfand,Jianhua Guo,Yiqing Guo,Claire Guépin,Lukas Gülzow,Andreas Haungs,Matej Havelka,Haoning He,Eric Hivon,Hongbo Hu,Xiaoyuan Huang,Yan Huang,Tim Huege,Wen Jiang,Ramesh Koirala,ChuiZheng Kong,Kumiko Kotera,Jelena Köhler,Bruno L. Lago,Zhisen Lai,Sandra Le Coz,François Legrand,Antonios Leisos,Rui Li,Xingyu Li,Yifei Li,Cheng Liu,Ruoyu Liu,Wei Liu,Pengxiong Ma,Oscar Macias,Frédéric Magnard,Alexandre Marcowith,Olivier Martineau-Huynh,Thomas McKinley,Paul Minodier,Pragati Mitra,Miguel Mostafá,Kohta Murase,Valentin Niess,Stavros Nonis,Shoichi Ogio,Foteini Oikonomou,ongwei Pan,Konstantinos Papageorgiou,Tanguy Pierog,Lech Wiktor Piotrowski,Simon Prunet,Xiangli Qian,Markus Roth,Takashi Sako,Harm Schoorlemmer,Dániel Szálas-Motesiczky,Szymon Slawinski,Xishui Tian,Anne Timmermans,Charles Timmermans,Petr Tobiska,Apostolos Tsirigotis,Matías Tueros,George Vittakis,Hanrui Wang,Jiale Wang,Shen Wang,Xiangyu Wang,Xu Wang,Daming Wei,Feng Wei,Xiangping Wu,Xuefeng Wu,Xin Xu,Xing Xu,Fufu Yang,Lili Yang,Xuan Yang,Qiang Yuan,Philippe Zarka,Houdun Zeng,Chao Zhang,Jianli Zhang,Kewen Zhang,Pengfei Zhang,Qingchi Zhang,Songbo Zhang,Yi Zhang,Hao Zhou:
  GRANDlib: A simulation pipeline for the Giant Radio Array for Neutrino Detection (GRAND).Comput. Phys. Commun.308:109461 (2025)
• 
  [j79]
  Yao Lu,Weijie Huang,Xingyu Li,Bingxuan Cheng,Menghua Zhang,Xingong Cheng:
  V-VformerVIO: vital vision transformer-guided visual-inertial odometry.J. Electronic Imaging34(3) (2025)
• 
  [j78]
  Sihan Huang,Guangyu Mo,Shikai Jing,Jiewu Leng,Xingyu Li,Xi Gu,Yan Yan,Guoxin Wang:
  Digital twin-driven self-adaptive reconfiguration planning method of smart manufacturing systems using game theory and deep Q-network for industry 5.0.J. Ind. Inf. Integr.47:100901 (2025)
• 
  [j77]
  Yuquan Gan,Xingyu Li,Siyu Wu,Ji Zhang,Ying Liu:
  MCWANet: A hyperspectral anomaly detection network with multi-stage collaborative optimization of wavelet convolution and attention mask.Knowl. Based Syst.329:114396 (2025)
• 
  [j76]
  Yuquan Gan,Xingyu Li,Siyu Wu,Mengjiao Wang:
  MACNet: A Multiscale Attention-Guided Contextual Network for Hyperspectral Anomaly Detection.IEEE Geosci. Remote. Sens. Lett.22:1-5 (2025)
• 
  [j75]
  Yuquan Gan,Siyu Wu,Xingyu Li,Zhijie Xu,Yushan Pan:
  Graph-Aware Hybrid Encoding for Hyperspectral Image Classification.IEEE Geosci. Remote. Sens. Lett.22:1-5 (2025)
• 
  [j74]
  Shaoguo Cui,Xingyu Li:
  DSR-CM: decoupled long-term sequential recommendation model leveraging competitive mechanism.Neural Comput. Appl.37(15):8987-9009 (2025)
• 
  [j73]
  Jiaying Liu,Shuer Zhuo,Xingyu Li,Andrew Dillon,Noura Howell,Angela D. R. Smith,Yan Zhang:
  From Regulation to Support: Centering Humans in Technology-Mediated Emotion Intervention in Care Contexts.Proc. ACM Hum. Comput. Interact.9(7):1-32 (2025)
• 
  [j72]
  Hongyu Nie,Xingyu Li,Xu Liu,Decai Li,Yuqing He:
  FELP:Fast and Effective Autonomous Flight on Large-Scale and Cluttered Environments Based on Unified Linear Parametric Map.IEEE Robotics Autom. Lett.10(9):9486-9493 (2025)
• 
  [j71]
  Abed Soleymani,Yafei Ou,Xingyu Li,Mahdi Tavakoli:
  Virtual attention points: Bridging human movement characteristics and dexterous robot motion generation.Robotics Auton. Syst.188:104946 (2025)
• 
  [j70]
  Yong Tao,Jiahao Wan,Yian Song,Xingyu Li,Baicun Wang,Tianmiao Wang,Yiru Wang:
  A safety posture field framework for mobile manipulators based on human-robot interaction trend and platform-arm coupling motion.Robotics Comput. Integr. Manuf.93:102903 (2025)
• 
  [j69]
  Baicun Wang,Ci Song,Xingyu Li,Huiying Zhou,Huayong Yang,Lihui Wang:
  A deep learning-enabled visual-inertial fusion method for human pose estimation in occluded human-robot collaborative assembly scenarios.Robotics Comput. Integr. Manuf.93:102906 (2025)
• 
  [j68]
  Yanhong Liu,Xingyu Li,Lei Yang:
  A wearable sensor-based dynamic gesture recognition model via broad attention learning.Signal Image Video Process.19(1):30 (2025)
• 
  [j67]
  Shulin Zhao,Xingxing Hao,Chen Li,Tingfeng Yu,Xingyu Li,Wei Liu:
  Two-stage bidirectional coevolutionary algorithm for constrained multi-objective optimization.Swarm Evol. Comput.92:101784 (2025)
• 
  [j66]
  Xingyu Li,Bo Tang:
  G-Mix: A Generalized Mixup Learning Framework Toward Flat Minima.IEEE Trans. Artif. Intell.6(7):1870-1883 (2025)
• 
  [j65]
  Xiaotong Ye,Tianhai Cheng,Hao Zhu,Donghao Fan,Tao Tang,Haoran Tong,Xingyu Li,Lili Zhang:
  Quantifying Urban Nitrogen Dioxide Emission From Space Based on Cross-Sectional Flux Method and Satellite Data.IEEE Trans. Geosci. Remote. Sens.63:1-8 (2025)
• 
  [j64]
  Xingyu Li,Jinglei Liu:
  Graph convolutional and random Fourier feature mapping for hyperspectral image clustering.J. Supercomput.81(1):193 (2025)
• 
  [j63]
  Xingyu Li,Wenzhe Zhang,Linfeng Liu,Jia Xu:
  Exploring the Robustness: Hierarchical Federated Learning Framework for Object Detection of UAV Cluster.IEEE Trans. Mob. Comput.24(10):9489-9505 (2025)
• 
  [j62]
  Linfeng Liu,Wenzhe Zhang,Xingyu Li,Jia Xu:
  On the Robust Topology Recovery of UAV Swarm for Detection and Localization of Electronic Signals.IEEE Trans. Mob. Comput.24(11):12595-12610 (2025)
• 
  [j61]
  Shuangzhi Li,Zhijie Wang,Felix Juefei-Xu,Qing Guo,Xingyu Li,Lei Ma:
  Common Corruption Robustness of Point Cloud Detectors: Benchmark and Enhancement.IEEE Trans. Multim.27:848-859 (2025)
• 
  [j60]
  Xingyu Li,Xin Qi,Linfeng Liu:
  Hybrid Learning Framework-Based Profit-Maximizing Personalized Route Recommendation for Vacant Taxis.IEEE Trans. Syst. Man Cybern. Syst.55(9):5959-5973 (2025)
• 
  [c86]
  Xingyu Li,Chen Gong,Guohong Fu:
  Multimodal Coreference Resolution for Chinese Social Media Dialogues: Dataset and Benchmark Approach.ACL (1)2025:31513-31525
• 
  [c85]
  Yu Hao,Juefei Pu,Xingyu Li,Zhiyun Qian,Ardalan Amiri Sani:
  SyzSpec: Specification Generation for Linux Kernel Fuzzing via Under-Constrained Symbolic Execution.CCS2025:813-826
• 
  [c84]
  Sumita Sharma,Behnaz Norouzi,Edward Peter Greenwood White,Eva Durall Gazulla,Mohsin Y. K. Yousufi,Netta Iivari,Noura Howell,Pauli Klemettilä,Suleman Shahid,Sayan Sarcar,Xingyu Li,Wricha P. Mishra:
  Lost in Translation: Researchers' Reflections on Writing in English for CHI.CHI Extended Abstracts2025:636:1-636:9
• 
  [c83]
  Yuqin Yuan,Xuyu Deng,Boyu Dong,Aolong Sun,Yinjun Liu,Yaxuan Li,Penghao Luo,Junhao Zhao,Huayuan Qin,Xingyu Li,Ziwei Li,Feng Bao,Chao Shen,Jianyang Shi,Nan Chi,Junwen Zhang:
  Broadband Microwave Photonic Processor Based on Machzehnder Interferometer Weight-Bank for Radio-Frequency Blind Interference Cancellation.ECOC2025:1-4
• 
  [c82]
  Xingyu Li,Xianglu Tang,Emily Ma,Geoffrey Cohen:
  Ubiquitous Well-being: Patchable AI Unites Computing and Psychological Science.UbiComp Companion2025:305-309
• 
  [c81]
  Enhui Chai,Xingyu Li,Tianxiang Cui,Zheng Lu,Fiseha Berhanu Tesema:
  Accelerating Convergence in Bounding Box Regression with a Refined IoU Loss Function.ICASSP2025:1-5
• 
  [c80]
  Muhammad Gohar Javed,Chuan Guo,Li Cheng,Xingyu Li:
  InterMask: 3D Human Interaction Generation via Collaborative Masked Modeling.ICLR2025
• 
  [c79]
  Hanqiu Deng,Zhaoxiang Zhang,Jinan Bao,Xingyu Li:
  AnoCLIP: Text-Guided Zero-shot Anomaly Localization via Self-Supervised Adaptation.ICME2025:1-6
• 
  [c78]
  Wentao Xie,Xingyu Li:
  Enhancing Object-Attribute Alignment in Diffusion Models via Training-Free Contrastive Parallel Denoising.ICME2025:1-6
• 
  [c77]
  Xingyu Li,Hongyu Nie,Haoxuan Xu,Xingrui Liu,Zhaotong Tan,Chunyu Jiang,Yang Feng,Sen Mei:
  GeoSafe: A Unified Unconstrained Multi-DOF Optimization Framework for Multi-UAV Cooperative Hoisting and Obstacle Avoidance.IROS2025:1013-1020
• 
  [c76]
  Yiming Li,Xingyu Li,Jie Zhou,Chenfeng Xie,Yao Li,Bing Li:
  Cockroach's Turning Strategy Enhanced Hexapod Robot with Flexible Torso.IROS2025:5559-5564
• 
  [c75]
  Xingyu Li,Haoxuan Xu,Xingrui Liu,Zhaotong Tan:
  Real-Time Occupancy Grid Mapping Using RMM on Large-scale and Unstructured Environments.IROS2025:17526-17532
• 
  [c74]
  Shuaibo Li,Zhaohu Xing,Hongqiu Wang,Pengfei Hao,Xingyu Li,Zekai Liu,Lei Zhu:
  Toward Medical Deepfake Detection: A Comprehensive Dataset and Novel Method.MICCAI (14)2025:626-637
• 
  [c73]
  Qijun Bian,An Yan,Yongzhu Hu,Penghao Luo,Xingyu Li,Nan Chi,Junwen Zhang:
  Demonstration of Bidirectional 200G DCI based on Ultimate-Simplified Lite-Coherent Detection with Optical Injection Locking.OFC2025:1-3
• 
  [i84]
  Hao Xuan,Bokai Yang,Xingyu Li:
  Exploring the Impact of Temperature Scaling in Softmax for Classification and Adversarial Robustness.CoRRabs/2502.20604 (2025)
• 
  [i83]
  Shuangzhi Li,Junlong Shen,Lei Ma,Xingyu Li:
  From Dataset to Real-world: General 3D Object Detection via Generalized Cross-domain Few-shot Learning.CoRRabs/2503.06282 (2025)
• 
  [i82]
  Jiaying (Lizzy) Liu,Shuer Zhuo,Xingyu Li,Andrew Dillon,Noura Howell,Angela D. R. Smith,Yan Zhang:
  From Regulation to Support: Centering Humans in Technology-Mediated Emotion Intervention in Care Contexts.CoRRabs/2504.12614 (2025)
• 
  [i81]
  Xingyu Li,Chen Gong,Guohong Fu:
  Multimodal Coreference Resolution for Chinese Social Media Dialogues: Dataset and Benchmark Approach.CoRRabs/2504.14321 (2025)
• 
  [i80]
  Hao Xuan,Xingyu Li:
  Verifying Robust Unlearning: Probing Residual Knowledge in Unlearned Models.CoRRabs/2504.14798 (2025)
• 
  [i79]
  Xingyu Li,Qing Liu,Tony Jiang,Hong Amy Xia,Brian Paul Hobbs,Peng Wei:
  M-learner:A Flexible And Powerful Framework To Study Heterogeneous Treatment Effect In Mediation Model.CoRRabs/2505.17917 (2025)
• 
  [i78]
  Hongyu Nie,Xingyu Li,Xu Liu,Zhaotong Tan,Sen Mei,Wenbo Su:
  Unified Linear Parametric Map Modeling and Perception-aware Trajectory Planning for Mobile Robotics.CoRRabs/2507.09340 (2025)
• 
  [i77]
  Shuaibo Li,Zhaohu Xing,Hongqiu Wang,Pengfei Hao,Xingyu Li,Zekai Liu,Lei Zhu:
  Toward Medical Deepfake Detection: A Comprehensive Dataset and Novel Method.CoRRabs/2509.15711 (2025)
• 
  [i76]
  Xingyu Li,Juefei Pu,Yifan Wu,Xiaochen Zou,Shitong Zhu,Qiushi Wu,Zheng Zhang,Joshua Hsu,Yue Dong,Zhiyun Qian,Kangjie Lu,Trent Jaeger,Michael J. De Lucia,Srikanth V. Krishnamurthy:
  What Do They Fix? LLM-Aided Categorization of Security Patches for Critical Memory Bugs.CoRRabs/2509.22796 (2025)
• 
  [i75]
  Yuqin Jiang,Song Jiang,Jacob Algrim,Trevor Harms,Maxwell Koenen,Xinya Lan,Xingyu Li,Chun-Han Lin,Jia Liu,Jiayang Sun,Henry Zenger:
  AI based signage classification for linguistic landscape studies.CoRRabs/2510.22885 (2025)
• 
  [i74]
  Zheng Zhang,Haonan Li,Xingyu Li,Hang Zhang,Zhiyun Qian:
  LLMBisect: Breaking Barriers in Bug Bisection with A Comparative Analysis Pipeline.CoRRabs/2510.26086 (2025)
• 
  [i73]
  Yu Li,Yuan Huang,Tao Wang,Caiyu Fan,Xiansheng Cai,Sihan Hu,Xinzijian Liu,Cheng Shi,Mingjun Xu,Zhen Wang,Yan Wang,Xiangqi Jin,Tianhan Zhang,Linfeng Zhang,Lei Wang,Youjin Deng,Pan Zhang,Weijie Sun,Xingyu Li,Weinan E,Linfeng Zhang,Zhiyuan Yao,Kun Chen:
  Inverse Knowledge Search over Verifiable Reasoning: Synthesizing a Scientific Encyclopedia from a Long Chains-of-Thought Knowledge Base.CoRRabs/2510.26854 (2025)
• 
  [i72]
  Xingyu Li,Xiaolei Liu,Cheng Liu,Yixiao Xu,Kangyi Ding,Bangzhou Xin,Jia-Li Yin:
  LoopLLM: Transferable Energy-Latency Attacks in LLMs via Repetitive Generation.CoRRabs/2511.07876 (2025)
• 
  [i71]
  Siqi Ding,Zitong Zhang,Guoyang Shi,Xingyu Li,Xiang Gu,Yanan Xu,Huasheng Xie,Hanyue Zhao,Yuejiang Shi,Tianyuan Liu:
  Physics-informed Neural Operator Learning for Nonlinear Grad-Shafranov Equation.CoRRabs/2511.19114 (2025)
• 
  [i70]
  Meng Cao,Xingyu Li,Xue Liu,Ian Reid,Xiaodan Liang:
  SpatialDreamer: Incentivizing Spatial Reasoning via Active Mental Imagery.CoRRabs/2512.07733 (2025)
• 
  [i69]
  Yuqian Sun,Xingyu Li,Shunyu Yao,Noura Howell,Tristan Braud,Chang Hee Lee,Ali Asadipour:
  ORIBA: Exploring LLM-Driven Role-Play Chatbot as a Creativity Support Tool for Original Character Artists.CoRRabs/2512.12630 (2025)
• 
  [i68]
  Xingyu Li,Qi Liu,Yufeng Li:
  Modeling the Interdependent Coupling of Safety and Security for Connected and Automated Vehicles: A Copula-Based Integrated Risk Analysis Approach.CoRRabs/2512.14748 (2025)
• 2024
• 
  [j59]
  Yong Han Kim,Wei Ye,Ritbik Kumar,Finn Bail,Julia Dvorak,Yanchao Tan,Marvin Carl May,Qing Chang,Ragu Athinarayanan,Gisela Lanza,John W. Sutherland,Xingyu Li,Chandra Nath:
  Unlocking the Potential of Remanufacturing Through Machine Learning and Data-Driven Models - A Survey.Algorithms17(12):562 (2024)
• 
  [j58]
  Hongsong Chen,Xingyu Li,Wenmao Liu:
  Multivariate time series anomaly detection by fusion of deep convolution residual autoencoding reconstruction model and ConvLstm forecasting model.Comput. Secur.137:103581 (2024)
• 
  [j57]
  Peican Zhu,Zepeng Fan,Sensen Guo,Keke Tang,Xingyu Li:
  Improving adversarial transferability through hybrid augmentation.Comput. Secur.139:103674 (2024)
• 
  [j56]
  Chunjie Guo,Lin You,Xingyu Li,Gengran Hu,Shengguo Wang,Chengtang Cao:
  A novel biometric authentication scheme with privacy protection based on SVM and ZKP.Comput. Secur.144:103995 (2024)
• 
  [j55]
  Xingyu Li,Ruifeng Li,Yanchen Liu:
  HP-LSTM: Hawkes Process-LSTM-Based Detection of DDoS Attack for In-Vehicle Network.Future Internet16(6):185 (2024)
• 
  [j54]
  Tianchuang Meng,Jin Huang,Ye-Hwa Chen,Huiqian Li,Xingyu Li,Bowei Zhang,Jianping Hao,Chee-Meng Chew,Diange Yang,Zhihua Zhong:
  New Framework for Fuzzy Logic Reasoning: A Robust Control Theoretic Approach.Int. J. Fuzzy Syst.26(2):463-481 (2024)
• 
  [j53]
  Xingyu Li,Bo Tang,Haifeng Li:
  AdaER: An adaptive experience replay approach for continual lifelong learning.Neurocomputing572:127204 (2024)
• 
  [j52]
  Qi Liu,Xingyu Li,Ke Sun,Yufeng Li,Yanchen Liu:
  SISSA: Real-Time Monitoring of Hardware Functional Safety and Cybersecurity With In-Vehicle SOME/IP Ethernet Traffic.IEEE Internet Things J.11(16):27322-27339 (2024)
• 
  [j51]
  Yanhong Liu,Xingyu Li,Hongnian Yu,Lei Yang:
  A novel sEMG-based dynamic hand gesture recognition approach via residual attention network.Multim. Tools Appl.83(3):9329-9349 (2024)
• 
  [j50]
  Lei Yang,Xingyu Li,Yanhong Liu:
  A novel vision-based defect detection method for hot-rolled steel strips via multi-branch network.Multim. Tools Appl.83(7):21655-21676 (2024)
• 
  [j49]
  Xiaohan Zhang,Xingyu Li,Waqas Sultani,Chen Chen,Safwan Wshah:
  GeoDTR+: Toward Generic Cross-View Geolocalization via Geometric Disentanglement.IEEE Trans. Pattern Anal. Mach. Intell.46(12):10419-10433 (2024)
• 
  [j48]
  Hao Quan,Xingyu Li,Weixing Chen,Qun Bai,Mingchen Zou,Ruijie Yang,Tingting Zheng,Ruiqun Qi,Xinghua Gao,Xiaoyu Cui:
  Global contrast-masked autoencoders are powerful pathological representation learners.Pattern Recognit.156:110745 (2024)
• 
  [j47]
  Paniz Sedighi,Xingyu Li,Mahdi Tavakoli:
  EMG-Based Intention Detection Using Deep Learning for Shared Control in Upper-Limb Assistive Exoskeletons.IEEE Robotics Autom. Lett.9(1):41-48 (2024)
• 
  [j46]
  Yafei Ou,Abed Soleymani,Xingyu Li,Mahdi Tavakoli:
  Autonomous Blood Suction for Robot-Assisted Surgery: A Sim-to-Real Reinforcement Learning Approach.IEEE Robotics Autom. Lett.9(8):7246-7253 (2024)
• 
  [j45]
  Baicun Wang,Huiying Zhou,Xingyu Li,Geng Yang,Pai Zheng,Ci Song,Yixiu Yuan,Thorsten Wuest,Huayong Yang,Lihui Wang:
  Human Digital Twin in the context of Industry 5.0.Robotics Comput. Integr. Manuf.85:102626 (2024)
• 
  [j44]
  Chuqi Cao,Dingqun Deng,Xingyu Li:
  The Vlasov-Poisson-Boltzmann/Landau System with Polynomial Perturbation Near Maxwellian.SIAM J. Math. Anal.56(1):820-876 (2024)
• 
  [j43]
  Zhe Sage Chen,Xingyu Li:
  Emerging Brain-to-Content Technologies From Generative AI and Deep Representation Learning [In the Spotlight].IEEE Signal Process. Mag.41(6):94-104 (2024)
• 
  [j42]
  Xingyu Li,Zhe Qu,Bo Tang,Zhuo Lu:
  FedLGA: Toward System-Heterogeneity of Federated Learning via Local Gradient Approximation.IEEE Trans. Cybern.54(1):401-414 (2024)
• 
  [j41]
  Yanhong Liu,Xingyu Li,Lei Yang,Hongnian Yu:
  A Transformer-Based Gesture Prediction Model via sEMG Sensor for Human-Robot Interaction.IEEE Trans. Instrum. Meas.73:1-15 (2024)
• 
  [j40]
  Xingyu Li,Xinle Gong,Ye-Hwa Chen,Jin Huang,Zhihua Zhong:
  Integrated Path Planning-Control Design for Autonomous Vehicles in Intelligent Transportation Systems: A Neural-Activation Approach.IEEE Trans. Intell. Transp. Syst.25(7):7602-7618 (2024)
• 
  [j39]
  Zhihang Song,Zimin He,Xingyu Li,Qiming Ma,Ruibo Ming,Zhiqi Mao,Huaxin Pei,Lihui Peng,Jianming Hu,Danya Yao,Yi Zhang:
  Synthetic Datasets for Autonomous Driving: A Survey.IEEE Trans. Intell. Veh.9(1):1847-1864 (2024)
• 
  [c72]
  Chen Gong,Dexin Kong,Suxian Zhao,Xingyu Li,Guohong Fu:
  MODDP: A Multi-modal Open-domain Chinese Dataset for Dialogue Discourse Parsing.ACL (Findings)2024:10561-10573
• 
  [c71]
  Jiayi Zeng,Wei Liu,Ying Zhou,Xingyu Li,Wenqing Cheng,Qi Ruan:
  A New Visualization Framework for Multimodal Programming Attention in Debugging Test.ACM TUR-C2024
• 
  [c70]
  Jianing Sun,Jiahui Wang,Yuyan Zhu,Xingyu Li,Ying Xie,Jiaxin Chen:
  A Novel Approach to Automated Test Script Generation using Large Language Models for Domain-Specific Languages.QuASoQ@APSEC2024:52-57
• 
  [c69]
  Jinan Bao,Hanshi Sun,Hanqiu Deng,Yinsheng He,Zhaoxiang Zhang,Xingyu Li:
  BMAD: Benchmarks for Medical Anomaly Detection.CVPR Workshops2024:4042-4053
• 
  [c68]
  Xingyu Li,Yige Yao,Jianming Hu,Zhidong Deng:
  An Online Calibration Method for Robust Multi-Modality 3D Object Detection.DSAA2024:1-10
• 
  [c67]
  Shuangzhi Li,Lei Ma,Xingyu Li:
  Domain Generalization of 3D Object Detection by Density-Resampling.ECCV (64)2024:456-473
• 
  [c66]
  Jian Zhu,Yu Cui,Zhangmin Huang,Xingyu Li,Lei Liu,Lingfang Zeng,Li-Rong Dai:
  Adaptive Confidence Multi-View Hashing for Multimedia Retrieval.ICASSP2024:7900-7904
• 
  [c65]
  Chen Qiu,Xingyu Li,Chaithanya Kumar Mummadi,Madan Ravi Ganesh,Zhenzhen Li,Lu Peng,Wan-Yi Lin:
  Federated Text-driven Prompt Generation for Vision-Language Models.ICLR2024
• 
  [c64]
  Yuan Liu,Shu Wang,Zhe Qu,Xingyu Li,Shichao Kan,Jianxin Wang:
  FedGCA: Global Consistent Augmentation Based Single-Source Federated Domain Generalization.ICME2024:1-6
• 
  [c63]
  Xiaokang Pan,Xingyu Li,Jin Liu,Tao Sun,Kai Sun,Lixing Chen,Zhe Qu:
  Stability and Generalization for Stochastic Recursive Momentum-based Algorithms for (Strongly-)Convex One to K-Level Stochastic Optimizations.ICML2024:39201-39275
• 
  [c62]
  Nico Schiavone,Jingyi Wang,Shuangzhi Li,Roger J. Zemp,Xingyu Li:
  MyriadAL: Active Few Shot Learning for Histopathology.CAI2024:969-976
• 
  [c61]
  Xingyu Li,Bo Tang:
  MGSER-SAM: Memory-Guided Soft Experience Replay with Sharpness-Aware Optimization for Enhanced Continual Learning.IJCNN2024:1-8
• 
  [c60]
  Mahdi Chalaki,Abed Soleymani,Xingyu Li,Vivian Mushahwar,Mahdi Tavakoli:
  Evaluating Gait Symmetry with a Smart Robotic Walker: A Novel Approach to Mobility Assessment.IROS2024:4686-4692
• 
  [c59]
  Xingyu Li,Zheng Zhang,Zhiyun Qian,Trent Jaeger,Chengyu Song:
  An Investigation of Patch Porting Practices of the Linux Kernel Ecosystem.MSR2024:63-74
• 
  [c58]
  Yingjun Qiao,Xingyu Li,Mengmeng Yang,Jin Huang,Zhihua Zhong:
  Enhancing Traffic Safety at Unsignalized Intersections Through Constraint-Chain Based Cooperative Control.QRS Companion2024:982-989
• 
  [c57]
  Paniz Sedighi,Amr Marey,Ali Golabchi,Xingyu Li,Mahdi Tavakoli:
  A Hybrid CNN-LSTM Network with Attention Mechanism for Myoelectric Control in Upper Limb Exoskeletons.UR2024:238-244
• 
  [c56]
  Zheng Zhang,Yu Hao,Weiteng Chen,Xiaochen Zou,Xingyu Li,Haonan Li,Yizhuo Zhai,Zhiyun Qian,Billy Lau:
  SymBisect: Accurate Bisection for Fuzzer-Exposed Vulnerabilities.USENIX Security Symposium2024
• 
  [i67]
  Weichen Dai,Xingyu Li,Pengbo Hu,Zeyu Wang,Ji Qi,Jianlin Peng,Yi Zhou:
  MInD: Improving Multimodal Sentiment Analysis via Multimodal Information Disentanglement.CoRRabs/2401.11818 (2024)
• 
  [i66]
  Xingyu Li,Zheng Zhang,Zhiyun Qian,Trent Jaeger,Chengyu Song:
  An Investigation of Patch Porting Practices of the Linux Kernel Ecosystem.CoRRabs/2402.05212 (2024)
• 
  [i65]
  Qi Liu,Xingyu Li,Ke Sun,Yufeng Li,Yanchen Liu:
  SISSA: Real-time Monitoring of Hardware Functional Safety and Cybersecurity with In-vehicle SOME/IP Ethernet Traffic.CoRRabs/2402.14862 (2024)
• 
  [i64]
  Hanqiu Deng,Xingyu Li:
  Structural Teacher-Student Normality Learning for Multi-Class Anomaly Detection and Localization.CoRRabs/2402.17091 (2024)
• 
  [i63]
  Yifei Lin,Hanqiu Deng,Xingyu Li:
  FastLogAD: Log Anomaly Detection with Mask-Guided Pseudo Anomaly Generation and Discrimination.CoRRabs/2404.08750 (2024)
• 
  [i62]
  Nico Schiavone,Xingyu Li:
  Reinforcement Learning with Generative Models for Compact Support Sets.CoRRabs/2404.16300 (2024)
• 
  [i61]
  Zhaoxiang Zhang,Hanqiu Deng,Jinan Bao,Xingyu Li:
  Dual-Image Enhanced CLIP for Zero-Shot Anomaly Detection.CoRRabs/2405.04782 (2024)
• 
  [i60]
  Xingyu Li,Lu Peng,Yuping Wang,Weihua Zhang:
  Open Challenges and Opportunities in Federated Foundation Models Towards Biomedical Healthcare.CoRRabs/2405.06784 (2024)
• 
  [i59]
  Xingyu Li,Bo Tang:
  MGSER-SAM: Memory-Guided Soft Experience Replay with Sharpness-Aware Optimization for Enhanced Continual Learning.CoRRabs/2405.09492 (2024)
• 
  [i58]
  Xiaokang Pan,Xingyu Li,Jin Liu,Tao Sun,Kai Sun,Lixing Chen,Zhe Qu:
  Stability and Generalization for Stochastic Recursive Momentum-based Algorithms for (Strongly-)Convex One to K-Level Stochastic Optimizations.CoRRabs/2407.05286 (2024)
• 
  [i57]
  Yinsheng He,Xingyu Li,Roger J. Zemp:
  Enhancing Weakly-Supervised Histopathology Image Segmentation with Knowledge Distillation on MIL-Based Pseudo-Labels.CoRRabs/2407.10274 (2024)
• 
  [i56]
  Bach Do Viet,Xingyu Li,Chaoye Pan,Oleg Gusikhin:
  Forecasting Automotive Supply Chain Shortfalls with Heterogeneous Time Series.CoRRabs/2407.16739 (2024)
• 
  [i55]
  Tianhang Nan,Hao Quan,Yong Ding,Xingyu Li,Kai Yang,Xiaoyu Cui:
  Distilling High Diagnostic Value Patches for Whole Slide Image Classification Using Attention Mechanism.CoRRabs/2407.19821 (2024)
• 
  [i54]
  Mahdi Chalaki,Abed Soleymani,Xingyu Li,Vivian Mushahwar,Mahdi Tavakoli:
  Evaluating Gait Symmetry with a Smart Robotic Walker: A Novel Approach to Mobility Assessment.CoRRabs/2408.12005 (2024)
• 
  [i53]
  Yuan Liu,Shu Wang,Zhe Qu,Xingyu Li,Shichao Kan,Jianxin Wang:
  FedGCA: Global Consistent Augmentation Based Single-Source Federated Domain Generalization.CoRRabs/2409.14671 (2024)
• 
  [i52]
  Muhammad Gohar Javed,Chuan Guo,Li Cheng,Xingyu Li:
  InterMask: 3D Human Interaction Generation via Collaborative Masked Modelling.CoRRabs/2410.10010 (2024)
• 
  [i51]
  Hong Li,Zhiquan Tan,Xingyu Li,Weiran Huang:
  ATLAS: Adapter-Based Multi-Modal Continual Learning with a Two-Stage Learning Strategy.CoRRabs/2410.10923 (2024)
• 
  [i50]
  Qi Liu,Yanchen Liu,Ruifeng Li,Chenhong Cao,Yufeng Li,Xingyu Li,Peng Wang,Runhan Feng:
  MDHP-Net: Detecting Injection Attacks on In-vehicle Network using Multi-Dimensional Hawkes Process and Temporal Model.CoRRabs/2411.10258 (2024)
• 2023
• 
  [j38]
  Xingyu Li,Shengbo Dong,Qiya Su,Muyao Yu,Xinzhi Li:
  Adaptive Threshold Hierarchical Incremental Learning Method.IEEE Access11:12285-12293 (2023)
• 
  [j37]
  Jun Wen,Xiang Zhang,Everett Neil Rush,Vidul Ayakulangara Panickan,Xingyu Li,Tianrun Cai,Doudou Zhou,Yuk-Lam Ho,Lauren Costa,Edmon Begoli,Chuan Hong,J. Michael Gaziano,Kelly Cho,Junwei Lu,Katherine P. Liao,Marinka Zitnik,Tianxi Cai:
  Multimodal representation learning for predicting molecule-disease relations.Bioinform.39(2) (2023)
• 
  [j36]
  Bangwei Guo,Xingyu Li,Miaomiao Yang,Hong Zhang,Xu Steven Xu:
  A robust and lightweight deep attention multiple instance learning algorithm for predicting genetic alterations.Comput. Medical Imaging Graph.105:102189 (2023)
• 
  [j35]
  Jian Li,Weicheng Liang,Zaozao Chen,Xingyu Li,Pan Gu,Anna Liu,Pin Chen,Qiwei Li,Xueyin Mei,Jing Yang,Jun Liu,Lincao Jiang,Zhongze Gu:
  OOCDB: A Comprehensive, Systematic, and Real-time Organs-on-a-chip Database.Genom. Proteom. Bioinform.21(2):243-258 (2023)
• 
  [j34]
  Yucheng Long,Zuobin Ying,Hongyang Yan,Ranqing Fang,Xingyu Li,Yajie Wang,Zijie Pan:
  Membership reconstruction attack in deep neural networks.Inf. Sci.634:27-41 (2023)
• 
  [j33]
  Jianning Li,David G. Ellis,Oldrich Kodym,Laurèl Rauschenbach,Christoph Rieß,Ulrich Sure,Karsten H. Wrede,Carlos M. Alvarez,Marek Wodzinski,Mateusz Daniol,Daria Hemmerling,Hamza Mahdi,Allison Clement,Evan Kim,Zachary Fishman,Cari M. Whyne,James G. Mainprize,Michael R. Hardisty,Shashwat Pathak,Chitimireddy Sindhura,Rama Krishna Sai S. Gorthi,Degala Venkata Kiran,Subrahmanyam Gorthi,Bokai Yang,Ke Fang,Xingyu Li,Artem Kroviakov,Lei Yu,Yuan Jin,Antonio Pepe,Christina Gsaxner,Adam Herout,Victor Alves,Michal Spanel,Michele R. Aizenberg,Jens Kleesiek,Jan Egger:
  Towards clinical applicability and computational efficiency in automatic cranial implant design: An overview of the AutoImplant 2021 cranial implant design challenge.Medical Image Anal.88:102865 (2023)
• 
  [j32]
  Xingyu Li,Dingquan Liu,Junli Su,Leihao Sun,Haihan Luo,Gang Chen,Chong Ma,Qiuyu Zhang:
  Enhanced Near-Infrared Ultra-Narrow Absorber Based on a Dielectric Nano-Resonant Ring for Refractive Index Sensing.Sensors23(20):8402 (2023)
• 
  [j31]
  Xingyu Li,Zhe Qu,Shangqing Zhao,Bo Tang,Zhuo Lu,Yao Liu:
  LoMar: A Local Defense Against Poisoning Attack on Federated Learning.IEEE Trans. Dependable Secur. Comput.20(1):437-450 (2023)
• 
  [j30]
  Yanhong Liu,Xingyu Li,Lei Yang,Gui-Bin Bian,Hongnian Yu:
  A CNN-Transformer Hybrid Recognition Approach for sEMG-Based Dynamic Gesture Prediction.IEEE Trans. Instrum. Meas.72:1-16 (2023)
• 
  [j29]
  Zhe Qu,Xingyu Li,Jie Xu,Bo Tang,Zhuo Lu,Yao Liu:
  On the Convergence of Multi-Server Federated Learning With Overlapping Area.IEEE Trans. Mob. Comput.22(11):6647-6662 (2023)
• 
  [j28]
  Xingyu Li,Ziyu Zheng,Pengyu Cheng,Jin Li,Lin You:
  MACT: A multi-channel anonymous consensus based on Tor.World Wide Web (WWW)26(3):1005-1029 (2023)
• 
  [j27]
  Xingyu Li,Yucheng Long,Li Hu,Xin Tan,Jin Li:
  TFPA: A traceable federated privacy aggregation protocol.World Wide Web (WWW)26(5):3275-3301 (2023)
• 
  [c55]
  Xiaohan Zhang,Xingyu Li,Waqas Sultani,Yi Zhou,Safwan Wshah:
  Cross-View Geo-Localization via Learning Disentangled Geometric Layout Correspondence.AAAI2023:3480-3488
• 
  [c54]
  Pengyue Hou,Jie Han,Xingyu Li:
  Improving Adversarial Robustness with Self-Paced Hard-Class Pair Reweighting.AAAI2023:14883-14891
• 
  [c53]
  Xingyu Li,Jieyu Wu,Yuan Zhou,Jingwei Yuan,Yanwen Chen:
  Weakly Supervised Optical Remote Sensing Salient Object Detection Based on Adaptive Discriminative Region Suppression.CICAI (1)2023:364-375
• 
  [c52]
  Qi Li,Xingyu Li,Xiaodong Cui,Keke Tang,Peican Zhu:
  HEPT Attack: Heuristic Perpendicular Trial for Hard-label Attacks under Limited Query Budgets.CIKM2023:4064-4068
• 
  [c51]
  Rong Zhang,Changlong Wang,Siyun Bi,Qibin Fu,Xingyu Li,Tingting Gan:
  Knowledge Graph Construction from Tables in Chinese Electric Power PDF Documents.CNIOT2023:525-530
• 
  [c50]
  Zhe Qu,Xingyu Li,Xiao Han,Rui Duan,Chengchao Shen,Lixing Chen:
  How to Prevent the Poor Performance Clients for Personalized Federated Learning?CVPR2023:12167-12176
• 
  [c49]
  Pengyue Hou,Xingyu Li:
  Improving Contrastive Learning of Sentence Embeddings with Focal InfoNCE.EMNLP (Findings)2023:4757-4762
• 
  [c48]
  Yuqian Sun,Xingyu Li,Jun Peng,Ze Gao:
  Inspire creativity with ORIBA: Transform Artists' Original Characters into Chatbots through Large Language Model.UbiComp/ISWC Adjunct2023:78-82
• 
  [c47]
  Xingyu Li,Lei Yang,Yanhong Liu:
  A Lightweight Dynamic Gesture Recognition Network with Spatio-Temporal Attention.ICARM2023:149-154
• 
  [c46]
  Changlong Wang,Tingting Gan,Xingyu Li,Linghan Zhang,Xijie Wang:
  An Ontology-enhanced Knowledge Graph Embedding Method.ICCPR2023:51-57
• 
  [c45]
  Hong Li,Xingyu Li,Pengbo Hu,Yinuo Lei,Chunxiao Li,Yi Zhou:
  Boosting Multi-modal Model Performance with Adaptive Gradient Modulation.ICCV2023:22157-22167
• 
  [c44]
  Xingyu Li,Bo Xie,Yulan Lu,Junbo Wang,Deyong Chen,Jian Chen,Nan Li,Xiaoye Huo:
  A Resonant Pressure Microsensor Optimized by DETF Resonators.SENSORS2023:1-4
• 
  [c43]
  Yefeng Liang,Shibo Li,Xingyu Li,Yucheng He,Ying Hu,Tailin Wu,Huiren Tao:
  Robust X-ray Image Stitching Algorithm Based on Refining Matching Results of Feature Descriptors.ISBI2023:1-5
• 
  [c42]
  Xingyu Li,Yuang Zhang,Yunda Shi,He Zhu,Jianming Hu,Lihui Peng:
  Quality Assessment of Image Dataset for Autonomous Driving.IST2023:1-6
• 
  [c41]
  Zhaoxiang Zhang,Hanqiu Deng,Xingyu Li:
  Unsupervised Liver Tumor Segmentation with Pseudo Anomaly Synthesis.SASHIMI@MICCAI2023:86-96
• 
  [c40]
  Yinsheng He,Xingyu Li:
  Whole-slide-imaging Cancer Metastases Detection and Localization with Limited Tumorous Data.MIDL2023:877-887
• 
  [c39]
  Xingyu Li,Lihua Zhou,Bing Kong,Lizhen Wang:
  Influential Community Search Over Large Heterogeneous Information Networks.SpatialDI2023:165-176
• 
  [c38]
  Xingyu Fu,Nan Li,Xingyu Li,Ragu Athinarayanan:
  Preliminary Results of Lightweight Reinforcement Learning Using FEMC for Human-Robot Collaboration.TransAI2023:224-227
• 
  [c37]
  Hanqiu Deng,Zhaoxiang Zhang,Shihao Zou,Xingyu Li:
  Bi-directional Frame Interpolation for Unsupervised Video Anomaly Detection.WACV2023:2633-2642
• 
  [i49]
  Min Cen,Xingyu Li,Bangwei Guo,Jitendra Jonnagaddala,Hong Zhang,Xu Steven Xu:
  Time to Embrace Natural Language Processing (NLP)-based Digital Pathology: Benchmarking NLP- and Convolutional Neural Network-based Deep Learning Pipelines.CoRRabs/2302.10406 (2023)
• 
  [i48]
  Yinsheng He,Xingyu Li:
  Whole-slide-imaging Cancer Metastases Detection and Localization with Limited Tumorous Data.CoRRabs/2303.10342 (2023)
• 
  [i47]
  Zhihang Song,Zimin He,Xingyu Li,Qiming Ma,Ruibo Ming,Zhiqi Mao,Huaxin Pei,Lihui Peng,Jianming Hu,Danya Yao,Yi Zhang:
  Synthetic Datasets for Autonomous Driving: A Survey.CoRRabs/2304.12205 (2023)
• 
  [i46]
  Min Cen,Xingyu Li,Bangwei Guo,Jitendra Jonnagaddala,Hong Zhang,Xu Steven Xu:
  DPSeq: A Novel and Efficient Digital Pathology Classifier for Predicting Cancer Biomarkers using Sequencer Architecture.CoRRabs/2305.01968 (2023)
• 
  [i45]
  Yuqian Sun,Xingyu Li,Ze Gao:
  Inspire creativity with ORIBA: Transform Artists' Original Characters into Chatbots through Large Language Model.CoRRabs/2306.09776 (2023)
• 
  [i44]
  Jinan Bao,Hanshi Sun,Hanqiu Deng,Yinsheng He,Zhaoxiang Zhang,Xingyu Li:
  BMAD: Benchmarks for Medical Anomaly Detection.CoRRabs/2306.11876 (2023)
• 
  [i43]
  Xingyu Li,Bo Tang:
  G-Mix: A Generalized Mixup Learning Framework Towards Flat Minima.CoRRabs/2308.03236 (2023)
• 
  [i42]
  Xingyu Li,Bo Tang,Haifeng Li:
  AdaER: An Adaptive Experience Replay Approach for Continual Lifelong Learning.CoRRabs/2308.03810 (2023)
• 
  [i41]
  Hong Li,Xingyu Li,Pengbo Hu,Yinuo Lei,Chunxiao Li,Yi Zhou:
  Boosting Multi-modal Model Performance with Adaptive Gradient Modulation.CoRRabs/2308.07686 (2023)
• 
  [i40]
  Xiaohan Zhang,Xingyu Li,Waqas Sultani,Chen Chen,Safwan Wshah:
  GeoDTR+: Toward generic cross-view geolocalization via geometric disentanglement.CoRRabs/2308.09624 (2023)
• 
  [i39]
  Pengbo Hu,Ji Qi,Xingyu Li,Hong Li,Xinqi Wang,Bing Quan,Ruiyu Wang,Yi Zhou:
  Tree-of-Mixed-Thought: Combining Fast and Slow Thinking for Multi-hop Visual Reasoning.CoRRabs/2308.09658 (2023)
• 
  [i38]
  Hao Xuan,Peican Zhu,Xingyu Li:
  Advancing Adversarial Robustness Through Adversarial Logit Update.CoRRabs/2308.15072 (2023)
• 
  [i37]
  Hanqiu Deng,Zhaoxiang Zhang,Jinan Bao,Xingyu Li:
  AnoVL: Adapting Vision-Language Models for Unified Zero-shot Anomaly Localization.CoRRabs/2308.15939 (2023)
• 
  [i36]
  Chen Qiu,Xingyu Li,Chaithanya Kumar Mummadi,Madan Ravi Ganesh,Zhenzhen Li,Lu Peng,Wan-Yi Lin:
  Text-driven Prompt Generation for Vision-Language Models in Federated Learning.CoRRabs/2310.06123 (2023)
• 
  [i35]
  Pengyue Hou,Xingyu Li:
  Improving Contrastive Learning of Sentence Embeddings with Focal-InfoNCE.CoRRabs/2310.06918 (2023)
• 
  [i34]
  Nico Schiavone,Jingyi Wang,Shuangzhi Li,Roger J. Zemp,Xingyu Li:
  MyriadAL: Active Few Shot Learning for Histopathology.CoRRabs/2310.16161 (2023)
• 
  [i33]
  Shuangzhi Li,Lei Ma,Xingyu Li:
  Domain Generalization of 3D Object Detection by Density-Resampling.CoRRabs/2311.10845 (2023)
• 
  [i32]
  Jian Zhu,Yu Cui,Zhangmin Huang,Xingyu Li,Lei Liu,Lingfang Zeng,Li-Rong Dai:
  Adaptive Confidence Multi-View Hashing for Multimedia Retrieval.CoRRabs/2312.07327 (2023)
• 
  [i31]
  Jin Li,Xingyu Li,Chang Chen,Guoyu Yang,Junyang Li,Qi Chen,Hongyang Yan:
  How to achieve bidirectional zero-knowledge authentication?IACR Cryptol. ePrint Arch.2023:346 (2023)
• 2022
• 
  [j26]
  Liang Guo,Renze Luo,Xingyu Li,Juanjuan Tuo,Canru Lei,Yang Zhou:
  Logging Data Completion Based on an MC-GAN-BiLSTM Model.IEEE Access10:1810-1822 (2022)
• 
  [j25]
  Liang Guo,Renze Luo,Xingyu Li,Yang Zhou,Juanjuan Tuo,Canru Lei:
  Seismic Random Noise Removal Based on a Multiscale Convolution and Densely Connected Network for Noise Level Evaluation.IEEE Access10:13911-13925 (2022)
• 
  [j24]
  Wei Zhou,Wanyun Su,Xingyu Li,Zhaozong Meng,Shanshan Li:
  Research on Feature Extraction and Classification Methods to Improve the Recognition Rate of Monomers Assembly Defects in Thermal Battery.IEEE Access10:124637-124648 (2022)
• 
  [j23]
  Xingyu Li,Xue Lin,Xueyin Mei,Pin Chen,Anna Liu,Weicheng Liang,Shan Chang,Jian Li:
  HLA3D: an integrated structure-based computational toolkit for immunotherapy.Briefings Bioinform.23(3) (2022)
• 
  [j22]
  Xingyu Li,Jitendra Jonnagaddala,Min Cen,Hong Zhang,Xu Steven:
  Colorectal Cancer Survival Prediction Using Deep Distribution Based Multiple-Instance Learning.Entropy24(11):1669 (2022)
• 
  [j21]
  Ali Akbar Sadatasl,Mohammad Mahdi Ershadi,Shahabeddin Sotudian,Xingyu Li,Scott Dick:
  Fuzzy expert systems for prediction of ICU admission in patients with COVID-19.Intell. Decis. Technol.16(1):159-168 (2022)
• 
  [j20]
  Kaiyuan Liu,Xingyu Li,Yurui Lai,Hang Su,Jiachen Wang,Chunxu Guo,Hong Xie,Jisong Guan,Yi Zhou:
  Denoised Internal Models: A Brain-inspired Autoencoder Against Adversarial Attacks.Int. J. Autom. Comput.19(5):456-471 (2022)
• 
  [j19]
  Zhanyi Hu,Yingjun Qiao,Xingyu Li,Jin Huang,Yi-fan Jia,Zhihua Zhong:
  Design and experimental validation of event-triggered multi-vehicle cooperation in conflicting scenarios.Frontiers Inf. Technol. Electron. Eng.23(11):1700-1713 (2022)
• 
  [j18]
  Abed Soleymani,Xingyu Li,Mahdi Tavakoli:
  A Domain-Adapted Machine Learning Approach for Visual Evaluation and Interpretation of Robot-Assisted Surgery Skills.IEEE Robotics Autom. Lett.7(3):8202-8208 (2022)
• 
  [j17]
  Xingyu Li,Vasiliy V. Krivtsov,Karunesh Arora:
  Attention-based deep survival model for time series data.Reliab. Eng. Syst. Saf.217:108033 (2022)
• 
  [j16]
  Xingyu Li,Zongqu Zhao,Yongli Tang,Jing Zhang,Chengyi Wu,Ying Li:
  An Android Malicious Application Detection Method with Decision Mechanism in the Operating Environment of Blockchain.Secur. Commun. Networks2022:3111540:1-3111540:10 (2022)
• 
  [j15]
  Yadong Niu,Xuewen Lu,Xingyu Li,Wanyun Su,Zhaozong Meng,Sixiang Zhang:
  Modeling and Analysis of Runway Friction Coefficient Prediction Methods Based on Multivariable Coupling.IEEE Trans. Instrum. Meas.71:1-9 (2022)
• 
  [c36]
  Chuan Guo,Shihao Zou,Xinxin Zuo,Sen Wang,Wei Ji,Xingyu Li,Li Cheng:
  Generating Diverse and Natural 3D Human Motions from Text.CVPR2022:5142-5151
• 
  [c35]
  Hanqiu Deng,Xingyu Li:
  Anomaly Detection via Reverse Distillation from One-Class Embedding.CVPR2022:9727-9736
• 
  [c34]
  Ji Yang,Xinxin Zuo,Sen Wang,Zhenbo Yu,Xingyu Li,Bingbing Ni,Minglun Gong,Li Cheng:
  Object Wake-Up: 3D Object Rigging from a Single Image.ECCV (2)2022:311-327
• 
  [c33]
  Hanqiu Deng,Xingyu Li:
  Self-supervised Anomaly Detection with Random-shape Pseudo-outliers.EMBC2022:4768-4772
• 
  [c32]
  Di Cui,Xingyu Li,Feiyang Liu,Siqi Wang,Jie Dai,Lu Wang,Qingshan Li:
  Towards Demystifying the Impact of Dependency Structures on Bug Locations in Deep Learning Libraries.ESEM2022:249-260
• 
  [c31]
  Zhe Qu,Xingyu Li,Rui Duan,Yao Liu,Bo Tang,Zhuo Lu:
  Generalized Federated Learning via Sharpness Aware Minimization.ICML2022:18250-18280
• 
  [c30]
  Xingyu Li,Zhe Qu,Bo Tang,Zhuo Lu:
  Stragglers Are Not Disasters: A Hybrid Federated Learning Framework with Delayed Gradients.ICMLA2022:727-732
• 
  [c29]
  Di Cui,Siqi Wang,Yong Luo,Xingyu Li,Jie Dai,Lu Wang,Qingshan Li:
  RMove: Recommending Move Method Refactoring Opportunities using Structural and Semantic Representations of Code.ICSME2022:281-292
• 
  [c28]
  Xiyuan Chen,Xingyu Li,Yi Zhou,Tianming Yang:
  DDDM: A Brain-Inspired Framework for Robust Classification.IJCAI2022:2867-2873
• 
  [c27]
  Pengbo Hu,Xingyu Li,Yi Zhou:
  SHAPE: An Unified Approach to Evaluate the Contribution and Cooperation of Individual Modalities.IJCAI2022:3064-3070
• 
  [c26]
  Pengyue Hou,Ming Zhou,Jie Han,Petr Musílek,Xingyu Li:
  Adversarial Fine-tune with Dynamically Regulated Adversary.IJCNN2022:1-8
• 
  [c25]
  Colin Stricklin,Xingyu Li,Michael Nitsche:
  Party Mascot: Experimental Prop Design for Streaming Actual Plays.IMX2022:369-374
• 
  [c24]
  Min Pan,Teng Li,Chenghao Yang,Shuting Zhou,Shaoxiong Feng,Youbin Fang,Xingyu Li:
  A Context-Aware BERT Retrieval Framework Utilizing Abstractive Summarization.WI/IAT2022:873-878
• 
  [i30]
  Xingyu Li,Min Cen,Jinfeng Xu,Hong Zhang,Xu Steven Xu:
  Improving Feature Extraction from Histopathological Images Through A Fine-tuning ImageNet Model.CoRRabs/2201.00636 (2022)
• 
  [i29]
  Xingyu Li,Zhe Qu,Shangqing Zhao,Bo Tang,Zhuo Lu,Yao Liu:
  LoMar: A Local Defense Against Poisoning Attack on Federated Learning.CoRRabs/2201.02873 (2022)
• 
  [i28]
  Hanqiu Deng,Xingyu Li:
  Anomaly Detection via Reverse Distillation from One-Class Embedding.CoRRabs/2201.10703 (2022)
• 
  [i27]
  Zihan Chen,Xingyu Li,Miaomiao Yang,Hong Zhang,Xu Steven Xu:
  Optimize Deep Learning Models for Prediction of Gene Mutations Using Unsupervised Clustering.CoRRabs/2204.01593 (2022)
• 
  [i26]
  Xingyu Li,Jitendra Jonnagaddala,Min Cen,Hong Zhang,Xu Steven Xu:
  Colorectal cancer survival prediction using deep distribution based multiple-instance learning.CoRRabs/2204.11294 (2022)
• 
  [i25]
  Pengyue Hou,Ming Zhou,Jie Han,Petr Musílek,Xingyu Li:
  Adversarial Fine-tune with Dynamically Regulated Adversary.CoRRabs/2204.13232 (2022)
• 
  [i24]
  Pengbo Hu,Xingyu Li,Yi Zhou:
  SHAPE: An Unified Approach to Evaluate the Contribution and Cooperation of Individual Modalities.CoRRabs/2205.00302 (2022)
• 
  [i23]
  Hao Quan,Xingyu Li,Weixing Chen,Mingchen Zou,Ruijie Yang,Tingting Zheng,Ruiqun Qi,Xinghua Gao,Xiaoyu Cui:
  Global Contrast Masked Autoencoders Are Powerful Pathological Representation Learners.CoRRabs/2205.09048 (2022)
• 
  [i22]
  Xiyuan Chen,Xingyu Li,Yi Zhou,Tianming Yang:
  DDDM: a Brain-Inspired Framework for Robust Classification.CoRRabs/2205.10117 (2022)
• 
  [i21]
  Bangwei Guo,Xingyu Li,Miaomiao Yang,Hong Zhang,Xu Steven Xu:
  A robust and lightweight deep attention multiple instance learning algorithm for predicting genetic alterations.CoRRabs/2206.00455 (2022)
• 
  [i20]
  Zhe Qu,Xingyu Li,Rui Duan,Yao Liu,Bo Tang,Zhuo Lu:
  Generalized Federated Learning via Sharpness Aware Minimization.CoRRabs/2206.02618 (2022)
• 
  [i19]
  Zhe Qu,Xingyu Li,Jie Xu,Bo Tang,Zhuo Lu,Yao Liu:
  On the Convergence of Multi-Server Federated Learning with Overlapping Area.CoRRabs/2208.07893 (2022)
• 
  [i18]
  Shuangzhi Li,Zhijie Wang,Felix Juefei-Xu,Qing Guo,Xingyu Li,Lei Ma:
  Common Corruption Robustness of Point Cloud Detectors: Benchmark and Enhancement.CoRRabs/2210.05896 (2022)
• 
  [i17]
  Pengyue Hou,Jie Han,Xingyu Li:
  Improving Adversarial Robustness with Self-Paced Hard-Class Pair Reweighting.CoRRabs/2210.15068 (2022)
• 
  [i16]
  Xiaohan Zhang,Xingyu Li,Waqas Sultani,Yi Zhou,Safwan Wshah:
  Cross-view Geo-localization via Learning Disentangled Geometric Layout Correspondence.CoRRabs/2212.04074 (2022)
• 
  [i15]
  Di Cui,Siqi Wang,Yong Luo,Xingyu Li,Jie Dai,Lu Wang,Qingshan Li:
  RMove: Recommending Move Method Refactoring Opportunities using Structural and Semantic Representations of Code.CoRRabs/2212.12195 (2022)
• 2021
• 
  [j14]
  Jin Huang,Xingyu Li,Huiqian Li,Ye-Hwa Chen,Zhihua Zhong:
  Closed-Form Representations of Friction.IEEE Access9:31287-31296 (2021)
• 
  [j13]
  Mengnan Ma,Yinlin Cheng,Yao Wang,Xingyu Li,Qianxiang Mao,Zhen Zhang,Ziyi Chen,Yi Zhou:
  Early Prediction of Epileptic Seizure Based on the BNLSTM-CASA Model.IEEE Access9:79600-79610 (2021)
• 
  [j12]
  Renze Luo,Liang Guo,Xingyu Li,Juanjuan Tuo,Canru Lei,Yang Zhou:
  An eXtreme Gradient Boosting Algorithm Combining Artificial Bee Colony Parameters Optimized Technique for Single Sand Body Identification.IEEE Access9:156894-156906 (2021)
• 
  [j11]
  Hanqiu Deng,Xingyu Li:
  AI-Empowered Computational Examination of Chest Imaging for COVID-19 Treatment: A Review.Frontiers Artif. Intell.4:612914 (2021)
• 
  [j10]
  Jingyao Duan,Xingyu Li:
  Similarity of intuitionistic fuzzy sets and its applications.Int. J. Approx. Reason.137:166-180 (2021)
• 
  [j9]
  Yinlin Cheng,Mengnan Ma,Xingyu Li,Yi Zhou:
  Multi-label classification of fundus images based on graph convolutional network.BMC Medical Informatics Decis. Mak.21-S(2):82 (2021)
• 
  [j8]
  Xingyu Li:
  Phase Transition and Asymptotic Behavior of Flocking Cucker-Smale Model.Multiscale Model. Simul.19(4):1760-1783 (2021)
• 
  [c23]
  Jiaheng Wei,Zuyue Fu,Yang Liu,Xingyu Li,Zhuoran Yang,Zhaoran Wang:
  Sample Elicitation.AISTATS2021:2692-2700
• 
  [c22]
  Xingyu Li,Wendell Hom,Jiaying Wu,Michael Verges,Melody M. Jackson:
  Wearable Sensors for Canine Nosework Sniffing Interaction.ACI2021:5:1-5:8
• 
  [c21]
  Xingyu Li,Ziyu Zheng,Pengyu Chen:
  ACT: Anonymous Consensus Based on Tor.DMBD (2)2021:460-471
• 
  [c20]
  Hao Cheng,Zhaowei Zhu,Xingyu Li,Yifei Gong,Xing Sun,Yang Liu:
  Learning with Instance-Dependent Label Noise: A Sample Sieve Approach.ICLR2021
• 
  [c19]
  Xingyu Li:
  Blind Stain Separation Using Model-Aware Generative Learning and Its Applications on Fluorescence Microscopy Images.IPMI2021:98-107
• 
  [c18]
  Abed Soleymani,Xingyu Li,Mahdi Tavakoli:
  Deep Neural Skill Assessment and Transfer: Application to Robotic Surgery Training.IROS2021:8822-8829
• 
  [c17]
  Abed Soleymani,Ali Akbar Sadat Asl,Mojtaba Yeganejou,Scott Dick,Mahdi Tavakoli,Xingyu Li:
  Surgical Skill Evaluation From Robot-Assisted Surgery Recordings.ISMR2021:1-6
• 
  [c16]
  Bokai Yang,Ke Fang,Xingyu Li:
  Cranial Implant Prediction by Learning an Ensemble of Slice-Based Skull Completion Networks.AutoImplant@MICCAI2021:95-104
• 
  [i14]
  Xingyu Li,Zhe Qu,Bo Tang,Zhuo Lu:
  Stragglers Are Not Disaster: A Hybrid Federated Learning Algorithm with Delayed Gradients.CoRRabs/2102.06329 (2021)
• 
  [i13]
  Xingyu Li:
  Blind stain separation using model-aware generative learning and its applications on fluorescence microscopy images.CoRRabs/2102.06802 (2021)
• 
  [i12]
  Xingyu Li,Difan Song,Miaozhe Han,Yu Zhang,René F. Kizilcec:
  On the limits of algorithmic prediction across the globe.CoRRabs/2103.15212 (2021)
• 
  [i11]
  Yixin Hu,Xingyu Li:
  CoverTheFace: face covering monitoring and demonstrating using deep learning and statistical shape analysis.CoRRabs/2108.10430 (2021)
• 
  [i10]
  Xingyu Li,Jitendra Jonnagaddala,Shuhua Yang,Hong Zhang,Xu Steven Xu:
  A Retrospective Analysis using Deep-Learning Models for Prediction of Survival Outcome and Benefit of Adjuvant Chemotherapy in Stage II/III Colorectal Cancer.CoRRabs/2111.03532 (2021)
• 
  [i9]
  Kaiyuan Liu,Xingyu Li,Yi Zhou,Jisong Guan,Yurui Lai,Ge Zhang,Hang Su,Jiachen Wang,Chunxu Guo:
  Denoised Internal Models: a Brain-Inspired Autoencoder against Adversarial Attacks.CoRRabs/2111.10844 (2021)
• 
  [i8]
  Xingyu Li,Zhe Qu,Bo Tang,Zhuo Lu:
  FedLGA: Towards System-Heterogeneity of Federated Learning via Local Gradient Approximation.CoRRabs/2112.11989 (2021)
• 2020
• 
  [j7]
  Xingyu Li,Bogdan I. Epureanu:
  AI-based competition of autonomous vehicle fleets with application to fleet modularity.Eur. J. Oper. Res.287(3):856-874 (2020)
• 
  [j6]
  Alparslan Emrah Bayrak,M. Mert Egilmez,Heng Kuang,Xingyu Li,Jong Min Park,Edward Lawrence Umpfenbach,Erik Anderson,David J. Gorsich,Jack Hu,Panos Y. Papalambros,Bogdan I. Epureanu:
  A System-of-Systems Approach to the Strategic Feasibility of Modular Vehicle Fleets.IEEE Trans. Syst. Man Cybern. Syst.50(7):2716-2728 (2020)
• 
  [c15]
  Tianyi Luo,Xingyu Li,Hainan Wang,Yang Liu:
  Research Replication Prediction Using Weakly Supervised Learning.EMNLP (Findings)2020:1464-1474
• 
  [c14]
  Hanwen Liang,Konstantinos N. Plataniotis,Xingyu Li:
  Stain Style Transfer of Histopathology Images via Structure-Preserved Generative Learning.MLMIR@MICCAI2020:153-162
• 
  [i7]
  Xingyu Li,Konstantinos N. Plataniotis:
  How Much Off-The-Shelf Knowledge Is Transferable From Natural Images To Pathology Images?CoRRabs/2005.01609 (2020)
• 
  [i6]
  Hanwen Liang,Konstantinos N. Plataniotis,Xingyu Li:
  Stain Style Transfer of Histopathology Images Via Structure-Preserved Generative Learning.CoRRabs/2007.12578 (2020)
• 
  [i5]
  Hao Cheng,Zhaowei Zhu,Xingyu Li,Yifei Gong,Xing Sun,Yang Liu:
  Learning with Instance-Dependent Label Noise: A Sample Sieve Approach.CoRRabs/2010.02347 (2020)