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Chen, Yuxin

  1. Channel-wise Topology Refinement Graph Convolution for Skeleton-Based Action Recognition
    2021/07/26 by Yuxin Chen, Chen, Yuxin, Ziqi Zhang +9 · 33 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gait Recognition and Analysis #Human Pose and Action Recognition
  2. Taming Rectified Flow for Inversion and Editing
    2024/11/07 by Juqi Wang, Junfu Pu, Wang, Jiangshan +14 · 60 citations
    Computer Science · #Advanced Data Storage Technologies #Algorithms and Data Compression
  3. Beyond Reverse KL: Generalizing Direct Preference Optimization with Diverse Divergence Constraints
    2023/09/28 by Chaoqi Wang, Wang, Chaoqi, Yibo Jiang +7 · 24 citations
    Computer Science · Decision Sciences · #Data Management and Algorithms #Multi-Criteria Decision Making #Constraint Satisfaction and Optimization
  4. Wukong: Towards a Scaling Law for Large-Scale Recommendation
    2024/03/04 by Buyun Zhang, Liang Luo, Zhang, Buyun +27 · 22 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
  5. On Generative Agents in Recommendation
    2023/10/16 by Zhang, An, Chen, Yuxin, Sheng, Leheng +2 · 19 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  6. Solving Random Quadratic Systems of Equations Is Nearly as Easy as\n Solving Linear Systems
    2015/05/19 by Yuxin Chen, Chen, Yuxin, Emmanuel J. Candès +1 · 11 citations
    Computer Science · Environmental Science · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Soil Geostatistics and Mapping #Statistics Theory (math.ST)
  7. Accelerating Convergence of Score-Based Diffusion Models, Provably
    2024/03/06 by Gen Li, Yu Huang, Li, Gen +9 · 17 citations
    Mathematics · #Statistical Methods and Inference
  8. Spectral MLE: Top-K Rank Aggregation from Pairwise Comparisons
    2015/04/27 by Yuxin Chen, Chen, Yuxin, Changho Suh +1 · 7 citations
    Decision Sciences · Economics, Econometrics and Finance · #Data Structures and Algorithms (cs.DS) #Economic and Environmental Valuation #FOS: Computer and information sciences #FOS: Mathematics #Game Theory and Voting Systems #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multi-Criteria Decision Making #Statistics Theory (math.ST)
  9. Towards Faster Non-Asymptotic Convergence for Diffusion-Based Generative Models
    2023/06/15 by Gen Li, Yuting Wei, Li, Gen +5 · 11 citations
    Computer Science · Mathematics · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #FOS: Mathematics #Generative Adversarial Networks and Image Synthesis #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Statistics Theory (math.ST)
  10. Transformers Implement Functional Gradient Descent to Learn Non-Linear Functions In Context
    2023/12/11 by Xiang Cheng, Cheng, Xiang, Yuxin Chen +3 · 12 citations
    Computer Science · #Neural Networks and Applications #Stochastic Gradient Optimization Techniques #Machine Learning and ELM
  11. On Softmax Direct Preference Optimization for Recommendation
    2024/06/13 by Chen, Yuxin, Tan, Junfei, Zhang, An +5 · 16 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  12. A Sharp Convergence Theory for The Probability Flow ODEs of Diffusion Models
    2024/08/05 by Gen Li, Yuting Wei, Li, Gen +5 · 16 citations
    Economics, Econometrics and Finance · #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical Analysis (math.NA) #Signal Processing (eess.SP) #Statistics Theory (math.ST) #Stochastic processes and financial applications #electronic engineering #information engineering
  13. GTSinger: A Global Multi-Technique Singing Corpus with Realistic Music Scores for All Singing Tasks
    2024/09/20 by Zhang, Yu, Pan, Changhao, Guo, Wenxiang +15 · 15 citations
    #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  14. Language Representations Can be What Recommenders Need: Findings and Potentials
    2024/07/07 by Leheng Sheng, An Zhang, Sheng, Leheng +9 · 13 citations
    Computer Science · #Topic Modeling #Recommender Systems and Techniques
  15. The Curious Price of Distributional Robustness in Reinforcement Learning with a Generative Model
    2023/05/26 by Shi, Laixi, Li, Gen, Wei, Yuting +3 · 7 citations
    #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (cs.LG) #Statistics Theory (math.ST)
  16. Policy Mirror Descent for Regularized Reinforcement Learning: A Generalized Framework with Linear Convergence
    2021/05/24 by Zhan, Wenhao, Cen, Shicong, Huang, Baihe +3 · 5 citations
    #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
  17. Settling the Sample Complexity of Online Reinforcement Learning
    2023/07/25 by Zhang, Zihan, Chen, Yuxin, Lee, Jason D. +1 · 1 voice · 5 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  18. Breaking the Sample Complexity Barrier to Regret-Optimal Model-Free Reinforcement Learning
    2021/10/09 by Li, Gen, Shi, Laixi, Chen, Yuxin +1 · 4 citations
    #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST)
  19. mR2AG: Multimodal Retrieval-Reflection-Augmented Generation for Knowledge-Based VQA
    2024/11/22 by Tao Zhang, Ziqi Zhang, Zhang, Tao +23 · 10 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Web Data Mining and Analysis
  20. Noisy Matrix Completion: Understanding Statistical Guarantees for Convex Relaxation via Nonconvex Optimization
    2019/02/20 by Chen, Yuxin, Chi, Yuejie, Fan, Jianqing +2 · 3 citations
    #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Statistics Theory (math.ST)
  21. Beyond Reward Hacking: Causal Rewards for Large Language Model Alignment
    2025/01/16 by Chaoqi Wang, Zhuokai Zhao, Wang, Chaoqi +19 · 11 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  22. Denoising diffusion probabilistic models are optimally adaptive to unknown low dimensionality
    2024/10/24 by Zhihan Huang, Huang, Zhihan, Yuting Wei +3 · 7 citations
    Computer Science · Physics and Astronomy · #Neural Networks and Applications #NMR spectroscopy and applications #Advanced Mathematical Modeling in Engineering
  23. Exact and Stable Covariance Estimation from Quadratic Sampling via Convex Programming
    2013/10/02 by Yuxin Chen, Yuejie Chi, Chen, Yuxin +3 · 2 citations
    Computer Science · Engineering · Physics and Astronomy · #Advanced X-ray Imaging Techniques #Direction-of-Arrival Estimation Techniques #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical Analysis (math.NA) #Sparse and Compressive Sensing Techniques #Statistics Theory (math.ST)
  24. DOGR: Towards Versatile Visual Document Grounding and Referring
    2024/11/26 by Yinan Zhou, Zhou, Yinan, Yuxin Chen +14 · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Video Analysis and Summarization
  25. Open-Vocabulary One-Stage Detection with Hierarchical Visual-Language Knowledge Distillation
    2022/03/20 by Zongyang Ma, Guan Luo, Ma, Zongyang +13 · 3 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications
  26. These Maps Are Made For Walking: Real-Time Terrain Property Estimation for Mobile Robots
    2022/05/25 by Parker Ewen, Adam Li, Ewen, Parker +7 · 3 citations
    Engineering · Agricultural and Biological Sciences · #Robotic Locomotion and Control #Robotics and Sensor-Based Localization #Smart Agriculture and AI
  27. A General Framework for Multi-fidelity Bayesian Optimization with Gaussian Processes
    2018/11/02 by Song, Jialin, Chen, Yuxin, Yue, Yisong · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  28. MindOmni: Unleashing Reasoning Generation in Vision Language Models with RGPO
    2025/05/19 by Yicheng Xiao, Lin Song, Xiao, Yicheng +17 · 11 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
  29. Disaggregated Multi-Tower: Topology-aware Modeling Technique for Efficient Large-Scale Recommendation
    2024/03/01 by Luo, Liang, Zhang, Buyun, Tsang, Michael +11 · 4 citations
    #Distributed #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
  30. Online Reward-Weighted Fine-Tuning of Flow Matching with Wasserstein Regularization
    2025/02/09 by Jiajun Fan, Fan, Jiajun, Chen Cheng +8 · 9 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Lattice Boltzmann Simulation Studies #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  31. Stochastic Runge-Kutta Methods: Provable Acceleration of Diffusion Models
    2024/10/07 by Yuchen Wu, Wu, Yuchen, Yuxin Chen +3 · 5 citations
    Decision Sciences · Economics, Econometrics and Finance · Engineering · #Advanced Numerical Methods in Computational Mathematics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Simulation Techniques and Applications #Stochastic processes and financial applications
  32. Softmax Policy Gradient Methods Can Take Exponential Time to Converge
    2021/02/22 by Li, Gen, Wei, Yuting, Chi, Yuejie +1 · 2 citations
    #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
  33. Anytime Acceleration of Gradient Descent
    2024/11/26 by Zihan Zhang, Zhang, Zihan, Jason D. Lee +5 · 3 voices · 2 citations
    Engineering · #Welding Techniques and Residual Stresses #cs.LG #eess.SY #math.OC #stat.ML
  34. Teaching an Active Learner with Contrastive Examples
    2021/10/28 by Wang, Chaoqi, Singla, Adish, Chen, Yuxin · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  35. A Contract Theory based Incentive Mechanism for Federated Learning
    2021/08/12 by Tian, Mengmeng, Chen, Yuxin, Liu, Yuan +3 · 2 citations
    #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
  36. Blending Imitation and Reinforcement Learning for Robust Policy Improvement
    2023/10/03 by Xuefeng Liu, Liu, Xuefeng, Takuma Yoneda +7 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #Reinforcement Learning in Robotics
  37. Rethinking Explainability as a Dialogue: A Practitioner's Perspective
    2022/02/03 by Himabindu Lakkaraju, Dylan Slack, Lakkaraju, Himabindu +7 · 2 citations
    Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  38. Pessimistic Q-Learning for Offline Reinforcement Learning: Towards Optimal Sample Complexity
    2022/02/28 by Shi, Laixi, Li, Gen, Wei, Yuting +2 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  39. Low-dimensional adaptation of diffusion models: Convergence in total variation
    2025/01/22 by Liang, Jiadong, Huang, Zhihan, Chen, Yuxin · 5 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  40. Reward-agnostic Fine-tuning: Provable Statistical Benefits of Hybrid Reinforcement Learning
    2023/05/17 by Gen Li, Wenhao Zhan, Li, Gen +7 · 2 citations
    Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mobile Crowdsensing and Crowdsourcing #Reinforcement Learning in Robotics #Statistics Theory (math.ST) #Transportation and Mobility Innovations
  41. A One-Class Support Vector Machine Calibration Method for Time Series Change Point Detection
    2019/02/18 by Baihong Jin, Jin, Baihong, Yuxin Chen +7 · 3 citations
    Chemistry · Computer Science · Engineering · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #FOS: Electrical engineering #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE) #Spectroscopy and Chemometric Analyses #Systems and Control (eess.SY) #electronic engineering #information engineering
  42. Near-optimal Bayesian Active Learning with Correlated and Noisy Tests
    2016/05/24 by Yuxin Chen, Chen, Yuxin, S. Hamed Hassani +3 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Computability, Logic, AI Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms
  43. Learning to Rank for Active Learning via Multi-Task Bilevel Optimization
    2023/10/25 by Zixin Ding, Ding, Zixin, Si Chen +5 · 2 citations
    Computer Science · Engineering · #Machine Learning and Algorithms #Machine Learning and Data Classification #Reservoir Engineering and Simulation Methods
  44. Federated Natural Policy Gradient and Actor Critic Methods for Multi-task Reinforcement Learning
    2023/11/01 by Yang, Tong, Cen, Shicong, Wei, Yuting +2 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  45. An Encoder-Decoder Based Approach for Anomaly Detection with Application\n in Additive Manufacturing
    2019/07/26 by Baihong Jin, Yingshui Tan, Jin, Baihong +12 · 3 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Industrial Vision Systems and Defect Detection #Fault Detection and Control Systems
  46. Nonconvex Matrix Factorization from Rank-One Measurements
    2018/02/17 by Li, Yuanxin, Ma, Cong, Chen, Yuxin +1 · 1 citation
    #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  47. Teaching Categories to Human Learners with Visual Explanations
    2018/02/20 by Oisin Mac Aodha, Mac Aodha, Oisin, Shihan Su +7 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Multimodal Machine Learning Applications
  48. Constrained Bayesian Optimization with Adaptive Active Learning of Unknown Constraints
    2023/10/12 by Fengxue Zhang, Zejie Zhu, Zhang, Fengxue +3 · 2 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms
  49. External Large Foundation Model: How to Efficiently Serve Trillions of Parameters for Online Ads Recommendation
    2025/02/20 by Mingfu Liang, Xi Liu, Liang, Mingfu +195 · 5 citations
    Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Consumer Market Behavior and Pricing #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Recommender Systems and Techniques
  50. FDPP: Fine-tune Diffusion Policy with Human Preference
    2025/01/14 by Yuxin Chen, Chen, Yuxin, Devesh K. Jha +5 · 4 citations
    Engineering · Economics, Econometrics and Finance · #ICT Impact and Policies #Merger and Competition Analysis
  51. Augmenting Monte Carlo Dropout Classification Models with Unsupervised Learning Tasks for Detecting and Diagnosing Out-of-Distribution Faults
    2019/09/10 by Baihong Jin, Jin, Baihong, Yingshui Tan +5 · 1 citation
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #FOS: Electrical engineering #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Signal Processing (eess.SP) #electronic engineering #information engineering
  52. Landmark Ordinal Embedding
    2019/10/27 by Nikhil Ghosh, Ghosh, Nikhil, Yuxin Chen +3 · 1 citation
    Computer Science · Mathematics · #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Inference
  53. Advancing Cross-domain Discriminability in Continual Learning of Vision-Language Models
    2024/06/27 by Yicheng Xu, Xu, Yicheng, Yuxin Chen +9 · 2 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
  54. Faster Diffusion Models via Higher-Order Approximation
    2025/06/30 by Gen Li, Yuchen Zhou, Li, Gen +5 · 4 citations
    Computer Science · Mathematics · #Stochastic Gradient Optimization Techniques #Markov Chains and Monte Carlo Methods #Generative Adversarial Networks and Image Synthesis
  55. EA-VTR: Event-Aware Video-Text Retrieval
    2024/07/10 by Zongyang Ma, Ma, Zongyang, Ziqi Zhang +19 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Analysis and Summarization
  56. The Emergence of Abstract Thought in Large Language Models Beyond Any Language
    2025/06/11 by Yuxin Chen, Yiran Zhao, Chen, Yuxin +17 · 5 citations
    Neuroscience · Computer Science · Medicine · #Neurobiology of Language and Bilingualism #Topic Modeling #Artificial Intelligence in Healthcare and Education
  57. Versatile Loco-Manipulation through Flexible Interlimb Coordination
    2025/06/09 by Xinghao Zhu, Yuxin Chen, Zhu, Xinghao +11 · 6 citations
    Engineering · #Robot Manipulation and Learning #Robotic Locomotion and Control #Prosthetics and Rehabilitation Robotics
  58. CREATE: A Benchmark for Chinese Short Video Retrieval and Title Generation
    2022/03/31 by Ziqi Zhang, Zhang, Ziqi, Yuxin Chen +13 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Analysis and Summarization
  59. The Likelihood Ratio Test in High-Dimensional Logistic Regression Is\n Asymptotically a Rescaled Chi-Square
    2017/06/05 by Pragya Sur, Yuxin Chen, Sur, Pragya +3 · 1 citation
    Mathematics · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (stat.ML) #Probability (math.PR) #Random Matrices and Applications #Statistical Mechanics and Entropy #Statistical Methods and Inference #Statistics Theory (math.ST)
  60. On the Permanence of Backdoors in Evolving Models
    2022/06/08 by Li, Huiying, Bhagoji, Arjun Nitin, Chen, Yuxin +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  61. Fast Computation of Optimal Transport via Entropy-Regularized Extragradient Methods
    2023/01/30 by Li, Gen, Chen, Yanxi, Huang, Yu +3 · 1 citation
    #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
  62. DexH2R: Task-oriented Dexterous Manipulation from Human to Robots
    2024/11/07 by Zhao, Shuqi, Zhu, Xinghao, Chen, Yuxin +4 · 2 citations
    #FOS: Computer and information sciences #Robotics (cs.RO)
  63. Using LLMs for Automated Privacy Policy Analysis: Prompt Engineering, Fine-Tuning and Explainability
    2025/03/16 by Chen, Yuxin, Tang, Peng, Qiu, Weidong +1 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  64. Minimax-Optimal Reward-Agnostic Exploration in Reinforcement Learning
    2023/04/14 by Li, Gen, Yan, Yuling, Chen, Yuxin +1 · 1 citation
    #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST) #Systems and Control (eess.SY) #electronic engineering #information engineering
  65. SegSTRONG-C: Segmenting Surgical Tools Robustly On Non-adversarial Generated Corruptions -- An EndoVis'24 Challenge
    2024/07/16 by Hao Ding, Yuqian Zhang, Ding, Hao +49 · 2 citations
    Health Professions · #Computer Vision and Pattern Recognition (cs.CV) #Dental Education, Practice, Research #FOS: Computer and information sciences #Medical Malpractice and Liability Issues #Robotics (cs.RO)
  66. DrugImproverGPT: A Large Language Model for Drug Optimization with Fine-Tuning via Structured Policy Optimization
    2025/02/11 by Liu, Xuefeng, Jiang, Songhao, Chen, Siyu +4 · 3 citations
    #Biomolecules (q-bio.BM) #Computation and Language (cs.CL) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  67. MiniOneRec: An Open-Source Framework for Scaling Generative Recommendation
    2025/10/28 by Kong, Xiaoyu, Sheng, Leheng, Tan, Junfei +5 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  68. Optimal Multi-Distribution Learning
    2023/12/08 by Zhang, Zihan, Zhan, Wenhao, Chen, Yuxin +2 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  69. Mono2Stereo: A Benchmark and Empirical Study for Stereo Conversion
    2025/03/28 by Yu, Songsong, Chen, Yuxin, Qi, Zhongang +5 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  70. Contextual Active Model Selection
    2022/07/13 by Liu, Xuefeng, Xia, Fangfang, Stevens, Rick L. +1 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  71. Physics-Aware Robotic Palletization with Online Masking Inference
    2025/02/19 by Zhang, Tianqi, Wu, Zheng, Chen, Yuxin +6 · 2 citations
    #FOS: Computer and information sciences #Robotics (cs.RO)
  72. Active Policy Improvement from Multiple Black-box Oracles
    2023/06/17 by Xuefeng Liu, Takuma Yoneda, Liu, Xuefeng +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Reinforcement Learning in Robotics
  73. How to Make Cross Encoder a Good Teacher for Efficient Image-Text Retrieval?
    2024/07/10 by Chen, Yuxin, Ma, Zongyang, Zhang, Ziqi +7 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  74. Convex and Nonconvex Optimization Are Both Minimax-Optimal for Noisy Blind Deconvolution Under Random Designs
    2020/08/04 by Yuxin Chen, Chen, Yuxin, Jianqing Fan +5 · 2 citations
    Engineering · Computer Science · #Sparse and Compressive Sensing Techniques #Blind Source Separation Techniques #Advanced Image Processing Techniques
  75. Active Advantage-Aligned Online Reinforcement Learning with Offline Data
    2025/02/11 by Liu, Xuefeng, Le, Hung T. C., Chen, Siyu +4 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  76. Constrained Multi-objective Bayesian Optimization through Optimistic Constraints Estimation
    2024/11/06 by Diantong Li, Li, Diantong, Fengxue Zhang +5 · 2 citations
    Computer Science · Engineering · #Advanced Multi-Objective Optimization Algorithms #Reservoir Engineering and Simulation Methods #Machine Learning and Data Classification
  77. Look Back to Reason Forward: Revisitable Memory for Long-Context LLM Agents
    2025/09/27 by Yaorui Shi, Yuxin Chen, Shi, Yaorui +13 · 3 citations
    Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies
  78. Preference Optimization with Multi-Sample Comparisons
    2024/10/16 by Chaoqi Wang, Wang, Chaoqi, Chen Zhu +18 · 1 citation
    Decision Sciences · #Multi-Criteria Decision Making
  79. AlphaAlign: Incentivizing Safety Alignment with Extremely Simplified Reinforcement Learning
    2025/07/20 by Zhang, Yi, Zhang, An, Zhang, XiuYu +4 · 2 citations
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  80. EditInfinity: Image Editing with Binary-Quantized Generative Models
    2025/10/23 by Wang, Jiahuan, Chen, Yuxin, Yu, Jun +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  81. How Far are VLMs from Visual Spatial Intelligence? A Benchmark-Driven Perspective
    2025/09/23 by Yu, Songsong, Chen, Yuxin, Ju, Hao +15 · 4 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  82. Exploiting Uncertainties from Ensemble Learners to Improve Decision-Making in Healthcare AI
    2020/07/12 by Yingshui Tan, Tan, Yingshui, Baihong Jin +7 · 1 citation
    Computer Science · #Explainable Artificial Intelligence (XAI) #Machine Learning and Data Classification #Machine Learning in Healthcare
  83. InterFormer: Effective Heterogeneous Interaction Learning for Click-Through Rate Prediction
    2024/11/15 by Zeng, Zhichen, Liu, Xiaolong, Hang, Mengyue +25 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  84. From Prediction to Perfection: Introducing Refinement to Autoregressive Image Generation
    2025/05/22 by Cheng Cheng, Cheng, Cheng, Lin Song +11 · 2 citations
    Computer Science · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks #Multimodal Machine Learning Applications
  85. Point Tracking in Surgery--The 2024 Surgical Tattoos in Infrared (STIR) Challenge
    2025/03/31 by Schmidt, Adam, Karaoglu, Mert Asim, Sinha, Soham +37 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  86. AnnaAgent: Dynamic Evolution Agent System with Multi-Session Memory for Realistic Seeker Simulation
    2025/05/31 by Ming Wang, Peidong Wang, Wang, Ming +15 · 2 citations
    Computer Science · #Artificial Intelligence in Games