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Yang, Yu

  1. WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
    2024/11/04 by Zehan Qi, Xiao Liu, Qi, Zehan +28 · 3 voices · 59 citations
    Computer Science · #Online Learning and Analytics
  2. gpt-oss-120b & gpt-oss-20b Model Card
    2025/08/08 by OpenAI, :, Agarwal, Sandhini +124 · 250 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  3. AIR-Bench 2024: A Safety Benchmark Based on Risk Categories from Regulations and Policies
    2024/07/11 by Yi Zeng, Zeng, Yi, Yu Yang +21 · 1 voice · 18 citations
    #cs.CY #cs.AI
  4. CleanCLIP: Mitigating Data Poisoning Attacks in Multimodal Contrastive Learning
    2023/03/06 by Bansal, Hritik, Singhi, Nishad, Yang, Yu +3 · 13 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  5. AutoGLM: Autonomous Foundation Agents for GUIs
    2024/10/28 by Xiao Liu, Bo Qin, Liu, Xiao +57 · 22 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human Motion and Animation #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Web Applications and Data Management #Web Data Mining and Analysis
  6. VisualAgentBench: Towards Large Multimodal Models as Visual Foundation Agents
    2024/08/12 by Xiao Liu, Tianjie Zhang, Liu, Xiao +57 · 18 citations
    Computer Science · #Semantic Web and Ontologies #Multimodal Machine Learning Applications
  7. Driving in the Occupancy World: Vision-Centric 4D Occupancy Forecasting and Planning via World Models for Autonomous Driving
    2024/08/26 by Yang Yu, Jianbiao Mei, Yang, Yu +13 · 16 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Data Management and Algorithms #FOS: Computer and information sciences #Transportation and Mobility Innovations
  8. SeCodePLT: A Unified Platform for Evaluating the Security of Code GenAI
    2024/10/14 by Nie, Yuzhou, Wang, Zhun, Yang, Yu +7 · 17 citations
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  9. Quantum squeezing in a nonlinear mechanical oscillator
    2023/12/26 by Stefano Marti, Marti, Stefano, Uwe von Lüpke +13 · 10 citations
    Engineering · Physics and Astronomy · #FOS: Physical sciences #Force Microscopy Techniques and Applications #Mechanical and Optical Resonators #Photonic and Optical Devices #Quantum Physics (quant-ph)
  10. Mitigating Spurious Correlations in Multi-modal Models during Fine-tuning
    2023/04/08 by Yang, Yu, Nushi, Besmira, Palangi, Hamid +1 · 8 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  11. A mechanical qubit
    2024/06/11 by Y. C. Yang, Igor Kladarić, Yang, Yu +15 · 10 citations
    Physics and Astronomy · #Experimental and Theoretical Physics Studies #FOS: Physical sciences #Quantum Physics (quant-ph)
  12. SmallToLarge (S2L): Scalable Data Selection for Fine-tuning Large Language Models by Summarizing Training Trajectories of Small Models
    2024/03/12 by Yu Yang, Yang, Yu, Siddhartha Mishra +5 · 9 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  13. Towards Sustainable Learning: Coresets for Data-efficient Deep Learning
    2023/06/02 by Yang Yu, Yang, Yu, Hao Kang +3 · 6 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  14. Robust Learning with Progressive Data Expansion Against Spurious Correlation
    2023/06/08 by Yihe Deng, Yang Yu, Deng, Yihe +5 · 6 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and Data Classification #Text and Document Classification Technologies
  15. Nemotron-CLIMB: CLustering-based Iterative Data Mixture Bootstrapping for Language Model Pre-training
    2025/04/17 by Diao, Shizhe, Yang, Yu, Fu, Yonggan +12 · 15 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  16. AI Risk Categorization Decoded (AIR 2024): From Government Regulations to Corporate Policies
    2024/06/25 by Zeng, Yi, Klyman, Kevin, Zhou, Andy +6 · 8 citations
    #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences
  17. On the Stability of Expressive Positional Encodings for Graphs
    2023/10/04 by Yinan Huang, Huang, Yinan, William W. Lu +11 · 6 citations
    Computer Science · Engineering · Materials Science · #Advanced Graph Neural Networks #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
  18. Camera-based 3D Semantic Scene Completion with Sparse Guidance Network
    2023/12/10 by Mei, Jianbiao, Yang, Yu, Wang, Mengmeng +5 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  19. Friendly Noise against Adversarial Noise: A Powerful Defense against Data Poisoning Attacks
    2022/08/14 by Tian Yu Liu, Liu, Tian Yu, Yang Yu +3 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  20. DreamForge: Motion-Aware Autoregressive Video Generation for Multi-View Driving Scenes
    2024/09/06 by Mei, Jianbiao, Hu, Tao, Yang, Xuemeng +7 · 8 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  21. AutoRedTeamer: Autonomous Red Teaming with Lifelong Attack Integration
    2025/03/20 by Andy Zhou, Zhou, Andy, Kevin Wu +17 · 11 citations
    Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Network Security and Intrusion Detection #Security and Verification in Computing
  22. All 2-positive linear maps from M3 to M3 are decomposable
    2016/03/11 by Yang Yu, Yang, Yu, Denny H. Leung +3 · 2 citations
    Mathematics · #Advanced Operator Algebra Research #Advanced Topics in Algebra #FOS: Physical sciences #Holomorphic and Operator Theory #Mathematical Physics (math-ph) #Quantum Physics (quant-ph)
  23. Stochastic Continuous Submodular Maximization: Boosting via Non-oblivious Function
    2022/01/03 by Qixin Zhang, Zengde Deng, Zhang, Qixin +7 · 3 citations
    Computer Science · Engineering · #Stochastic Gradient Optimization Techniques #Complexity and Algorithms in Graphs #Sparse and Compressive Sensing Techniques
  24. Proximal ADMM for Nonconvex and Nonsmooth Optimization
    2022/05/04 by Yang Yu, Yang, Yu, Qing‐Shan Jia +7 · 3 citations
    Computer Science · Engineering · #Distributed Control Multi-Agent Systems #Neural Networks Stability and Synchronization #Sparse and Compressive Sensing Techniques
  25. Interpreting CNNs via Decision Trees
    2018/02/01 by Zhang, Quanshi, Yang, Yu, Ma, Haotian +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  26. A Survey of ADMM Variants for Distributed Optimization: Problems, Algorithms and Features
    2022/08/07 by Yu Yang, Xiaohong Guan, Yang, Yu +9 · 3 citations
    Engineering · #Advanced Adaptive Filtering Techniques #Advanced MIMO Systems Optimization #Antenna Design and Optimization #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
  27. Neural Networks Based on Power Method and Inverse Power Method for Solving Linear Eigenvalue Problems
    2022/09/22 by Qihong Yang, Yang, Qihong, Yangtao Deng +7 · 3 citations
    Physics and Astronomy · Computer Science · #Model Reduction and Neural Networks #Matrix Theory and Algorithms #Neural Networks and Applications
  28. Control incompatibility in multiparameter quantum metrology
    2024/11/28 by Z. Hu, Hu, Zhiyao, Shilin Wang +15 · 5 citations
    Computer Science · #Quantum Information and Cryptography
  29. Moving Sampling Physics-informed Neural Networks induced by Moving Mesh PDE
    2023/11/14 by Yang, Yu, Yang, Qihong, Deng, Yangtao +1 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA)
  30. Enhancing LLM Safety Through a Theoretical Minimax Game Lens
    2025/02/07 by Deng, Yihe, Zhiyu Yang, Yang, Yu +5 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
  31. A data-enabled physics-informed neural network with comprehensive numerical study on solving neutron diffusion eigenvalue problems
    2022/08/29 by Yu Yang, Helin Gong, Yang, Yu +11 · 2 citations
    Physics and Astronomy · Engineering · #Model Reduction and Neural Networks #Nuclear reactor physics and engineering #Nuclear Engineering Thermal-Hydraulics
  32. Self-assessment, Exhibition, and Recognition: a Review of Personality in Large Language Models
    2024/06/25 by Zhiyuan Wen, Wen, Zhiyuan, Yang Yu +9 · 3 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences
  33. Activity Maximization by Effective Information Diffusion in Social Networks
    2016/10/25 by Wang, Zhefeng, Yang, Yu, Pei, Jian +1 · 1 citation
    #Databases (cs.DB) #FOS: Computer and information sciences #Social and Information Networks (cs.SI)
  34. Schmidt number of bipartite and multipartite states under local projections
    2016/09/16 by Lin Chen, Chen, Lin, Yang Yu +3 · 1 citation
    Computer Science · Physics and Astronomy · #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Mechanics and Applications #Quantum Physics (quant-ph)
  35. LongCat-Flash Technical Report
    2025/09/01 by Meituan LongCat Team, Bei Li, Bayan +264 · 16 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Topic Modeling
  36. Optimal Batched Best Arm Identification
    2023/10/21 by Jin, Tianyuan, Yang, Yu, Tang, Jing +2 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  37. Data Distillation Can Be Like Vodka: Distilling More Times For Better Quality
    2023/10/10 by Chen, Xuxi, Yang, Yu, Wang, Zhangyang +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  38. Decoding Data Quality via Synthetic Corruptions: Embedding-guided Pruning of Code Data
    2023/12/05 by Yang Yu, Yang, Yu, Aaditya K. Singh +17 · 2 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering Research #Topic Modeling
  39. Explore 3D Dance Generation via Reward Model from Automatically-Ranked Demonstrations
    2023/12/18 by Wang, Zilin, Zhuang, Haolin, Li, Lu +6 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #I.3.7
  40. Return Augmented Decision Transformer for Off-Dynamics Reinforcement Learning
    2024/10/30 by Ruhan Wang, Wang, Ruhan, Yang Yu +7 · 3 citations
    Computer Science · Engineering · #Reinforcement Learning in Robotics #Traffic control and management
  41. O2-Searcher: A Searching-based Agent Model for Open-Domain Open-Ended Question Answering
    2025/05/22 by Jianbiao Mei, Tao Hu, Mei, Jianbiao +25 · 8 citations
    Computer Science · #Topic Modeling #Expert finding and Q&A systems #Multimodal Machine Learning Applications
  42. GLINT-RU: Gated Lightweight Intelligent Recurrent Units for Sequential Recommender Systems
    2024/06/06 by Zhang, Sheng, Wang, Maolin, Wang, Wanyu +6 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  43. Optimal Sharing and Fair Cost Allocation of Community Energy Storage
    2020/10/29 by Yu Yang, Yang, Yu, Guoqiang Hu +3 · 1 citation
    Engineering · #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Microgrid Control and Optimization #Optimal Power Flow Distribution #Smart Grid Energy Management
  44. Optimizing Demand-Responsive Paratransit Operations: A Mixed Integer Programming Approach
    2020/12/19 by Zhang, Xiaojian, Yang, Yu, Cochran, Abigail L. +2 · 1 citation
    #FOS: Mathematics #Optimization and Control (math.OC)
  45. SSC-RS: Elevate LiDAR Semantic Scene Completion with Representation Separation and BEV Fusion
    2023/06/27 by Jianbiao Mei, Mei, Jianbiao, Yang Yu +9 · 2 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Robotics and Sensor-Based Localization
  46. Greenplum: A Hybrid Database for Transactional and Analytical Workloads
    2021/03/20 by Zhenghua Lyu, Lyu, Zhenghua, Huan Hubert Zhang +35 · 1 citation
    Computer Science · #Advanced Database Systems and Queries #Cloud Computing and Resource Management #Databases (cs.DB) #Distributed systems and fault tolerance #FOS: Computer and information sciences
  47. MalLight: Influence-Aware Coordinated Traffic Signal Control for Traffic Signal Malfunctions
    2024/08/19 by Yang, Qinchen, Xie, Zejun, Wei, Hua +2 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  48. Improving Cooperative Game Theory-based Data Valuation via Data Utility Learning
    2021/07/13 by Wang, Tianhao, Yang, Yu, Jia, Ruoxi · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  49. Value Activation for Bias Alleviation: Generalized-activated Deep Double Deterministic Policy Gradients
    2021/12/21 by Lyu, Jiafei, Yang, Yu, Yan, Jiangpeng +1 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  50. Explaining Deep Convolutional Neural Networks via Latent Visual-Semantic Filter Attention
    2022/04/10 by Yang Yu, Seungbae Kim, Yang, Yu +3 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  51. Local Manifold Augmentation for Multiview Semantic Consistency
    2022/11/05 by Yang, Yu, Cheung, Wing Yin, Liu, Chang +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  52. HVAC Energy Cost Optimization for a Multi-zone Building via a Decentralized Approach
    2019/05/21 by Yang Yu, Guoqiang Hu, Yang, Yu +3 · 2 citations
    Engineering · #Building Energy and Comfort Optimization #Smart Grid Energy Management #Advanced Control Systems Optimization
  53. Urban-Focused Multi-Task Offline Reinforcement Learning with Contrastive Data Sharing
    2024/06/20 by Zhao, Xinbo, Zhang, Yingxue, Zhang, Xin +4 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  54. More Efficient Randomized Exploration for Reinforcement Learning via Approximate Sampling
    2024/06/18 by Haque Ishfaq, Yixin Tan, Ishfaq, Haque +13 · 2 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Distributed Sensor Networks and Detection Algorithms #Energy Efficient Wireless Sensor Networks #FOS: Computer and information sciences #Machine Learning (cs.LG)
  55. Challenges and Opportunities in Improving Worst-Group Generalization in Presence of Spurious Features
    2023/06/21 by Joshi, Siddharth, Yang, Yu, Xue, Yihao +2 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  56. VitaBench: Benchmarking LLM Agents with Versatile Interactive Tasks in Real-world Applications
    2025/09/30 by He, Wei, Sun, Yueqing, Hao, Hongyan +13 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  57. Demand Forecasting for Electric Vehicle Charging Stations using Multivariate Time-Series Analysis
    2025/02/22 by Sanami, Saba, Mosalli, Hesam, Yang, Yu +2 · 2 citations
    #FOS: Electrical engineering #Systems and Control (eess.SY) #electronic engineering #information engineering
  58. Sieve: Multimodal Dataset Pruning Using Image Captioning Models
    2023/10/03 by Anas Mahmoud, Mahmoud, Anas, Mostafa Elhoushi +11 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  59. FairTP: A Prolonged Fairness Framework for Traffic Prediction
    2024/12/18 by Jiangnan Xia, Xia, Jiangnan, Yu Yang +7 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning
  60. LiDARCrafter: Dynamic 4D World Modeling from LiDAR Sequences
    2025/08/05 by Liang, Ao, Liu, Youquan, Yang, Yu +5 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
  61. Pre-trained Language Models Improve the Few-shot Prompt Ability of Decision Transformer
    2024/08/02 by Yang, Yu, Xu, Pan · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  62. Near-Optimal Online Learning for Multi-Agent Submodular Coordination: Tight Approximation and Communication Efficiency
    2025/02/07 by Zhang, Qixin, Wan, Zongqi, Yang, Yu +2 · 1 citation
    #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Optimization and Control (math.OC)
  63. A novel number-theoretic sampling method for neural network solutions of partial differential equations
    2024/11/26 by Yang, Yu, He, Pingan, Peng, Xiaoling +1 · 1 citation
    #FOS: Mathematics #Numerical Analysis (math.NA)
  64. Mini-batch Coresets for Memory-efficient Language Model Training on Data Mixtures
    2024/07/28 by Dang Khoa Nguyen, Wenhan Yang, Nguyen, Dang +7 · 1 citation
    Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Innovative Microfluidic and Catalytic Techniques Innovation #Machine Learning (cs.LG)
  65. Bayesian uncertainty quantification for synthesizing superheavy elements
    2024/05/05 by Fang, Yueping, Gao, Zepeng, Zhang, Yinu +4 · 1 citation
    #FOS: Physical sciences #Nuclear Theory (nucl-th)
  66. Combinatorial Optimization Perspective based Framework for Multi-behavior Recommendation
    2025/02/04 by Zhai, Chenhao, Meng, Chang, Yang, Yu +3 · 1 citation
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  67. Solving Multi-Group Neutron Diffusion Eigenvalue Problem with Decoupling Residual Loss Function
    2024/11/24 by Yu, Shupei, He, Qiaolin, Zhang, Shiquan +3 · 1 citation
    #FOS: Mathematics #Numerical Analysis (math.NA)
  68. Mixture of Knowledge Minigraph Agents for Literature Review Generation
    2024/11/09 by Zhang, Zhi, Liu, Yan, Zhong, Sheng-hua +3 · 1 citation
    #Computation and Language (cs.CL) #Computational Engineering #FOS: Computer and information sciences #Finance #and Science (cs.CE)
  69. X-Scene: Large-Scale Driving Scene Generation with High Fidelity and Flexible Controllability
    2025/06/16 by Yang, Yu, Liang, Alan, Mei, Jianbiao +3 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  70. Dynamic Load Balancing for EV Charging Stations Using Reinforcement Learning and Demand Prediction
    2025/03/09 by Mosalli, Hesam, Sanami, Saba, Yang, Yu +2 · 1 citation
    #FOS: Electrical engineering #Systems and Control (eess.SY) #electronic engineering #information engineering