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Li, Xinyu

  1. Integrated Sensing and Communications: Recent Advances and Ten Open Challenges
    2023/04/29 by Lu, Shihang, Liu, Fan, Li, Yunxin +11 · 39 citations
    #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
  2. Personalized Language Modeling from Personalized Human Feedback
    2024/02/06 by Xinyu Li, Ruiyang Zhou, Li, Xinyu +5 · 1 voice · 27 citations
    Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #cs.AI #cs.CL #cs.LG
  3. Long Short-Term Transformer for Online Action Detection
    2021/07/07 by Xu, Mingze, Xiong, Yuanjun, Chen, Hao +4 · 13 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  4. A Comprehensive Study of Deep Video Action Recognition
    2020/12/11 by Yi Zhu, Xinyu Li, Zhu, Yi +17 · 7 citations
    Computer Science · #Human Pose and Action Recognition #Anomaly Detection Techniques and Applications #Video Surveillance and Tracking Methods
  5. The Amazon Nova Family of Models: Technical Report and Model Card
    2025/03/17 by Amazon AGI, AGI, Amazon, Langford, Aaron +867 · 18 citations
    Computer Science · Engineering · #3D Modeling in Geospatial Applications #Artificial Intelligence (cs.AI) #BIM and Construction Integration #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques
  6. Improving Multi-modal Recommender Systems by Denoising and Aligning Multi-modal Content and User Feedback
    2024/06/18 by Guipeng Xv, Xinyu Li, Xv, Guipeng +13 · 9 citations
    Computer Science · #Advanced Text Analysis Techniques #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR) #Recommender Systems and Techniques
  7. Revisiting Multimodal Representation in Contrastive Learning: From Patch and Token Embeddings to Finite Discrete Tokens
    2023/03/27 by Yuxiao Chen, Chen, Yuxiao, Jianbo Yuan +13 · 4 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  8. Fast Policy Learning for Linear Quadratic Control with Entropy Regularization
    2023/11/23 by Xin Guo, Guo, Xin, Xinyu Li +3 · 4 citations
    Computer Science · Engineering · #Adaptive Dynamic Programming Control #Advanced Control Systems Optimization #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Reinforcement Learning in Robotics
  9. Cavity electrodynamics of van der Waals heterostructures
    2024/03/28 by Gunda Kipp, Hope M Bretscher, Kipp, Gunda +45 · 5 citations
    Physics and Astronomy · #FOS: Physical sciences #Mechanical and Optical Resonators #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Quantum Electrodynamics and Casimir Effect #Quantum and Classical Electrodynamics #Strongly Correlated Electrons (cond-mat.str-el) #Superconductivity (cond-mat.supr-con)
  10. VidTr: Video Transformer Without Convolutions
    2021/04/23 by Zhang, Yanyi, Li, Xinyu, Liu, Chunhui +6 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  11. Motion-Guided Masking for Spatiotemporal Representation Learning
    2023/08/24 by Fan, David, Wang, Jue, Liao, Shuai +5 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  12. Video Contrastive Learning with Global Context
    2021/08/05 by Kuang, Haofei, Zhu, Yi, Zhang, Zhi +5 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  13. TubeR: Tubelet Transformer for Video Action Detection
    2021/04/02 by Zhao, Jiaojiao, Zhang, Yanyi, Li, Xinyu +10 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  14. Automatic programming via large language models with population self-evolution for dynamic fuzzy job shop scheduling problem
    2024/10/30 by Jin Huang, Xinyu Li, Huang, Jin +7 · 4 citations
    Computer Science · Engineering · #cs.NE
  15. MEGA: Multimodal Alignment Aggregation and Distillation For Cinematic Video Segmentation
    2023/08/22 by Najmeh Sadoughi, Xinyu Li, Sadoughi, Najmeh +13 · 2 citations
    Computer Science · #Human Pose and Action Recognition #Video Analysis and Summarization #Advanced Image Processing Techniques
  16. Progress Estimation and Phase Detection for Sequential Processes
    2017/02/28 by Li, Xinyu, Zhang, Yanyi, Zhang, Jianyu +7 · 1 citation
    #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
  17. Directional Temporal Modeling for Action Recognition
    2020/07/21 by Xinyu Li, Li, Xinyu, Bing Shuai +3 · 1 citation
    Computer Science · Engineering · #Human Pose and Action Recognition #Gait Recognition and Analysis #Anomaly Detection Techniques and Applications
  18. Adversarial Training for Gradient Descent: Analysis Through its Continuous-time Approximation
    2021/05/17 by Haotian Gu, Xin Guo, Gu, Haotian +3 · 1 citation
    Computer Science · Physics and Astronomy · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Optimization and Control (math.OC) #Probability (math.PR)
  19. A stableness of resistance model for nonresponse adjustment with callback data
    2021/12/06 by Miao, Wang, Li, Xinyu, Zhang, Ping +1 · 1 citation
    #FOS: Computer and information sciences #Methodology (stat.ME)
  20. What to look at and where: Semantic and Spatial Refined Transformer for detecting human-object interactions
    2022/04/02 by Iftekhar, A S M, Chen, Hao, Kundu, Kaustav +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  21. Propagation of a Strong Fast Magnetosonic Wave in the Magnetosphere of a Neutron Star
    2022/10/24 by Chen, Alexander Y., Yuan, Yajie, Li, Xinyu +1 · 1 citation
    #FOS: Physical sciences #High Energy Astrophysical Phenomena (astro-ph.HE)
  22. DiffWA: Diffusion Models for Watermark Attack
    2023/06/22 by Li, Xinyu · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Multimedia (cs.MM) #electronic engineering #information engineering
  23. Chatting with a Learning Analytics Dashboard: The Role of Generative AI Literacy on Learner Interaction with Conventional and Scaffolding Chatbots
    2024/11/23 by Jin, Yueqiao, Yang, Kaixun, Yan, Lixiang +8 · 3 citations
    #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  24. CAT: Causal Audio Transformer for Audio Classification
    2023/03/14 by Liu, Xiaoyu, Lu, Hanlin, Yuan, Jianbo +1 · 1 citation
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Sound (cs.SD) #electronic engineering #information engineering
  25. Passive Human Sensing Enhanced by Reconfigurable Intelligent Surface: Opportunities and Challenges
    2023/11/14 by Xinyu Li, Li, Xinyu, Jian Wei You +13 · 1 citation
    Engineering · #Advanced Wireless Communication Technologies #Indoor and Outdoor Localization Technologies #Energy Harvesting in Wireless Networks
  26. TimeSeriesGym: A Scalable Benchmark for (Time Series) Machine Learning Engineering Agents
    2025/05/19 by Yi-Fu Cai, Cai, Yifu, Xinyu Li +8 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Time Series Analysis and Forecasting
  27. RA-ICM: A Novel Independent Cascade Model Incorporating User Relationships and Attitudes
    2024/03/11 by Xinyu Li, Yutong Guo, Li, Xinyu +7 · 1 citation
    Computer Science · #Data Stream Mining Techniques #FOS: Computer and information sciences #Social and Information Networks (cs.SI) #Spam and Phishing Detection
  28. Towards Reliable Generative AI-Driven Scaffolding: Reducing Hallucinations and Enhancing Quality in Self-Regulated Learning Support
    2025/08/08 by Qian, Keyang, Liu, Shiqi, Li, Tongguang +8 · 3 citations
    #Computers and Society (cs.CY) #FOS: Computer and information sciences
  29. Decentralized Finance (DeFi): A Survey
    2023/08/10 by Jiang, Erya, Qin, Bo, Wang, Qin +7 · 1 citation
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  30. A Deep Learning-Driven Pipeline for Differentiating Hypertrophic Cardiomyopathy from Cardiac Amyloidosis Using 2D Multi-View Echocardiography
    2024/04/25 by Bo Peng, Peng, Bo, Xiaofeng Li +13 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Medicine · #Amyloidosis: Diagnosis, Treatment, Outcomes #Cardiomyopathy and Myosin Studies #Cardiovascular Function and Risk Factors #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  31. Automatic MILP Model Construction for Multi-Robot Task Allocation and Scheduling Based on Large Language Models
    2025/03/18 by Peng, Mingming, Chen, Zhendong, Yang, Jie +5 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Robotics (cs.RO)
  32. Physics of Strong Magnetism with eXTP
    2025/06/10 by Mingyu Ge, Long Ji, Ge, Mingyu +94 · 3 citations
    Engineering · #FOS: Physical sciences #High Energy Astrophysical Phenomena (astro-ph.HE) #Superconducting Materials and Applications
  33. GANPrompt: Enhancing Robustness in LLM-Based Recommendations with GAN-Enhanced Diversity Prompts
    2024/08/19 by Xinyu Li, Li, Xinyu, Chuang Zhao +7 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Information Retrieval (cs.IR) #Machine Learning in Healthcare #Topic Modeling
  34. Leveraging Connected Vehicle Data for Near-Crash Detection and Analysis in Urban Environments
    2024/09/17 by Li, Xinyu, Dayong, Wu +2 · 1 citation
    #Applications (stat.AP) #FOS: Computer and information sciences
  35. Text-Guided Video Masked Autoencoder
    2024/08/01 by David D. Fan, Fan, David, Jue Wang +9 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Video Analysis and Summarization
  36. Fuzzy dark matter dynamics in tidally perturbed dwarf spheroidal galaxy satellites
    2023/08/31 by Widmark, Axel, Yavetz, Tomer D., Li, Xinyu · 1 citation
    #Astrophysics of Galaxies (astro-ph.GA) #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences
  37. Benchmarking Sub-Genre Classification For Mainstage Dance Music
    2024/09/10 by Hongzhi Shu, Shu, Hongzhi, Xinglin Li +6 · 1 citation
    Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Diverse Musicological Studies #FOS: Computer and information sciences #H.5.5 #I.2.1 #Multimedia (cs.MM) #Music History and Culture #Music and Audio Processing #Sound (cs.SD)
  38. NeuroBridge: Bio-Inspired Self-Supervised EEG-to-Image Decoding via Cognitive Priors and Bidirectional Semantic Alignment
    2025/11/10 by Wenjiang Zhang, Zhang, Wenjiang, Sifeng Wang +9 · 1 citation
    Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Face Recognition and Perception
  39. Interpretable Concept-based Deep Learning Framework for Multimodal Human Behavior Modeling
    2025/02/14 by Li, Xinyu, Mahmoud, Marwa · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM)