Xinyu Li
- Beware of metacognitive laziness: Effects of generative artificial intelligence on learning motivation, processes, and performance
2024/12/10 by Yizhou Fan, Luzhen Tang, Huixiao Le +7 · 3 voices · 42 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Intelligent Tutoring Systems and Adaptive Learning #Online Learning and Analytics
- 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
- Practical and ethical challenges of large language models in education: A systematic scoping review
2023/08/06 by Lixiang Yan, Lele Sha, Linxuan Zhao +7 · 27 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Online Learning and Analytics #Topic Modeling
- A Comprehensive Study of Deep Video Action Recognition
2020/12/11 by Yi Zhu, Zhu, Yi, Xinyu Li +17 · 7 citations
Computer Science · #Human Pose and Action Recognition #Anomaly Detection Techniques and Applications #Video Surveillance and Tracking Methods
- Improving Multi-modal Recommender Systems by Denoising and Aligning Multi-modal Content and User Feedback
2024/06/18 by Guipeng Xv, Xv, Guipeng, Xinyu Li +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
- Revisiting Multimodal Representation in Contrastive Learning: From Patch and Token Embeddings to Finite Discrete Tokens
2023/03/27 by Yuxiao Chen, Jianbo Yuan, Chen, Yuxiao +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
- 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
- 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)
- 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
- MEGA: Multimodal Alignment Aggregation and Distillation For Cinematic Video Segmentation
2023/08/22 by Najmeh Sadoughi, Sadoughi, Najmeh, Xinyu Li +13 · 2 citations
Computer Science · #Human Pose and Action Recognition #Video Analysis and Summarization #Advanced Image Processing Techniques
- A transfer convolutional neural network for fault diagnosis based on ResNet-50
2019/02/26 by Long Wen, Xinyu Li, Liang Gao · 1 citation
- 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
- 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)
- Uncertainty sources for measurable ocean carbonate chemistry variables
2023/12/14 by Brendan R. Carter, Jonathan D. Sharp, Andrew G. Dickson +17 · 1 voice · 1 citation
Earth and Planetary Sciences · #Ocean Acidification Effects and Responses #Marine and coastal ecosystems #Marine Biology and Ecology Research
- Passive Human Sensing Enhanced by Reconfigurable Intelligent Surface: Opportunities and Challenges
2023/11/14 by Xinyu Li, Jian Wei You, Li, Xinyu +13 · 1 citation
Engineering · #Advanced Wireless Communication Technologies #Indoor and Outdoor Localization Technologies #Energy Harvesting in Wireless Networks
- TimeSeriesGym: A Scalable Benchmark for (Time Series) Machine Learning Engineering Agents
2025/05/19 by Yi-Fu Cai, Xinyu Li, Cai, Yifu +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
- RA-ICM: A Novel Independent Cascade Model Incorporating User Relationships and Attitudes
2024/03/11 by Xinyu Li, Li, Xinyu, Yutong Guo +7 · 1 citation
Computer Science · #Data Stream Mining Techniques #FOS: Computer and information sciences #Social and Information Networks (cs.SI) #Spam and Phishing Detection
- Notes to Self: Can LLMs Benefit from Experiential Abstractions?
2026/07/22 by Chang Liu, Xinyu Li, Artur Dubrawski · 1 voice
#cs.CL
- 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
- 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
- An efficient and stable intelligent scheduling algorithm based on hybrid neighbourhood structure for flexible job shop scheduling problem benchmarks
2025/05/28 by Jin Xie, Yue Teng, Liang Gao +2 · 1 citation
Engineering · #Scheduling and Optimization Algorithms #Advanced Manufacturing and Logistics Optimization #Assembly Line Balancing Optimization
- 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
- Benchmarking Sub-Genre Classification For Mainstage Dance Music
2024/09/10 by Hongzhi Shu, Xinglin Li, Shu, Hongzhi +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)
- The effects of generative AI agents and scaffolding on enhancing students’ comprehension of visual learning analytics
2025/04/26 by Lixiang Yan, Roberto Martinez-Maldonado, Roberto Martínez‐Maldonado +10 · 2 citations
Computer Science · Psychology · #Educational Games and Gamification #Intelligent Tutoring Systems and Adaptive Learning #Online Learning and Analytics
- NeuroBridge: Bio-Inspired Self-Supervised EEG-to-Image Decoding via Cognitive Priors and Bidirectional Semantic Alignment
2025/11/10 by Wenjiang Zhang, Sifeng Wang, Zhang, Wenjiang +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
- Inverse Knowledge Search over Verifiable Reasoning: Synthesizing a Scientific Encyclopedia from a Long Chains-of-Thought Knowledge Base
2025/10/30 by Yu Li, Li, Yu, Yuan Huang +46 · 2 voices · 1 citation
Computer Science · Decision Sciences · Materials Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Mathematics, Computing, and Information Processing #Scientific Computing and Data Management #cs.AI #cs.LG
- COL1A1 regulates the progression of dry eye disease through metabolic reprogramming and inflammatory responses via the HIF1A/HK2 pathway
2026/07/22 by Yi Xing, Xinyu Li, Lijuan Zhu +1
Medicine · Biochemistry, Genetics and Molecular Biology · #Ocular Surface and Contact Lens #Advanced Glycation End Products research #Cancer, Hypoxia, and Metabolism
- EgoRecovery: Acquiring Failure Recovery Ability Through Human Recovery Demonstration
2026/07/22 by Zuhao Ge, Yuchen Zhou, Weitao Zhou +8
#cs.RO #cs.CV