vix.ing · top · new · best · stats · spec

Yin, Ming

  1. MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI
    2023/11/27 by Xiang Yue, Yue, Xiang, Yuansheng Ni +41 · 447 citations
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  2. Humanity's Last Exam
    2025/01/24 by Long Phan, Phan, Long, Alice Gatti +2240 · 9 voices · 106 citations
    #cs.LG #cs.AI #cs.CL
  3. TheoremQA: A Theorem-driven Question Answering dataset
    2023/05/21 by Wenhu Chen, Ming Yin, Chen, Wenhu +14 · 30 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  4. Fast Best-of-N Decoding via Speculative Rejection
    2024/10/26 by Hanshi Sun, Momin Haider, Sun, Hanshi +13 · 36 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cellular Automata and Applications #Computation and Language (cs.CL) #DNA and Biological Computing #Error Correcting Code Techniques #FOS: Computer and information sciences
  5. CRISPR-GPT for Agentic Automation of Gene-editing Experiments
    2024/04/27 by Qu, Yuanhao, Huang, Kaixuan, Yin, Ming +11 · 25 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Biological sciences #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Quantitative Methods (q-bio.QM)
  6. Synthetic Data Generation with Large Language Models for Text Classification: Potential and Limitations
    2023/10/11 by Zhuoyan Li, Hangxiao Zhu, Li, Zhuoyan +5 · 16 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  7. Who Should I Trust: AI or Myself? Leveraging Human and AI Correctness Likelihood to Promote Appropriate Trust in AI-Assisted Decision-Making
    2023/01/14 by Shuai Ma, Ma, Shuai, Xinru Wang +10 · 12 citations
    Psychology · Social Sciences · Decision Sciences · #Human-Automation Interaction and Safety #Ethics and Social Impacts of AI #Decision-Making and Behavioral Economics
  8. MATH-Perturb: Benchmarking LLMs' Math Reasoning Abilities against Hard Perturbations
    2025/02/10 by Huang, Kaixuan, Guo, Jiacheng, Li, Zihao +15 · 25 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  9. "Are You Really Sure?" Understanding the Effects of Human Self-Confidence Calibration in AI-Assisted Decision Making
    2024/03/14 by Xinru Wang, Ma, Shuai, Wang, Xinru +7 · 13 citations
    Social Sciences · Business, Management and Accounting · #Ethics and Social Impacts of AI #Big Data and Business Intelligence
  10. Towards Human-AI Deliberation: Design and Evaluation of LLM-Empowered Deliberative AI for AI-Assisted Decision-Making
    2024/03/25 by Ma, Shuai, Chen, Qiaoyi, Wang, Xinru +4 · 12 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  11. Which Agent Causes Task Failures and When? On Automated Failure Attribution of LLM Multi-Agent Systems
    2025/04/30 by Zhang, Shaokun, Yin, Ming, Zhang, Jieyu +8 · 26 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multiagent Systems (cs.MA)
  12. The Value, Benefits, and Concerns of Generative AI-Powered Assistance in Writing
    2024/03/18 by Zhuoyan Li, Li, Zhuoyan, Liang Chen +5 · 8 citations
    Medicine · #Artificial Intelligence in Healthcare and Education #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  13. Transfer Q Star: Principled Decoding for LLM Alignment
    2024/05/30 by Souradip Chakraborty, Chakraborty, Souradip, Soumya Suvra Ghosal +11 · 1 voice · 8 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #cs.CL #cs.LG
  14. A Theoretical Perspective for Speculative Decoding Algorithm
    2024/10/30 by Yin, Ming, Chen, Minshuo, Huang, Kaixuan +1 · 8 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  15. Towards Instance-Optimal Offline Reinforcement Learning with Pessimism
    2021/10/17 by Minghao Yin, Yu-Xiang Wang, Yin, Ming +1 · 2 citations
    Computer Science · Decision Sciences · #Adaptive Dynamic Programming Control #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
  16. Sample-Efficient Reinforcement Learning with loglog(T) Switching Cost
    2022/02/13 by Qiao, Dan, Yin, Ming, Min, Ming +1 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  17. Decoding AI's Nudge: A Unified Framework to Predict Human Behavior in AI-assisted Decision Making
    2024/01/11 by Zhuoyan Li, Zhuoran Lu, Li, Zhuoyan +3 · 3 citations
    Computer Science · Decision Sciences · #Explainable Artificial Intelligence (XAI) #Forecasting Techniques and Applications
  18. How Does the Disclosure of AI Assistance Affect the Perceptions of Writing?
    2024/10/06 by Li, Zhuoyan, Liang, Chen, Peng, Jing +1 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  19. On Instance-Dependent Bounds for Offline Reinforcement Learning with Linear Function Approximation
    2022/11/23 by Thanh Nguyen-Tang, Ming Yin, Nguyen-Tang, Thanh +7 · 2 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Reinforcement Learning in Robotics
  20. Keyframe-oriented Vision Token Pruning: Enhancing Efficiency of Large Vision Language Models on Long-Form Video Processing
    2025/03/13 by Liu, Yudong, Sun, Jingwei, Lin, Yueqian +6 · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  21. Near-Optimal Provable Uniform Convergence in Offline Policy Evaluation for Reinforcement Learning
    2020/07/07 by Minghao Yin, Yu Bai, Yin, Ming +3 · 5 citations
    Computer Science · Decision Sciences · #Reinforcement Learning in Robotics #Machine Learning and Algorithms #Advanced Bandit Algorithms Research
  22. LoBAM: LoRA-Based Backdoor Attack on Model Merging
    2024/11/23 by Minghao Yin, Jingyang Zhang, Yin, Ming +9 · 3 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Formal Methods in Verification #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Smart Grid Security and Resilience
  23. Shared Generative Latent Representation Learning for Multi-view Clustering
    2019/07/23 by Yin, Ming, Huang, Weitian, Gao, Junbin · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  24. MMTok: Multimodal Coverage Maximization for Efficient Inference of VLMs
    2025/08/25 by Dong, Sixun, Hu, Juhua, Zhang, Mian +3 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  25. Near-Optimal Offline Reinforcement Learning via Double Variance\n Reduction
    2021/02/02 by Minghao Yin, Yin, Ming, Yu Bai +3 · 5 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Age of Information Optimization #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
  26. Near-optimal Offline Reinforcement Learning with Linear Representation:\n Leveraging Variance Information with Pessimism
    2022/03/11 by Min Yin, Yin, Ming, Yaqi Duan +6 · 1 citation
    Computer Science · Decision Sciences · Energy · #Advanced Bandit Algorithms Research #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Energy Efficiency and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Stochastic Gradient Optimization Techniques
  27. Offline Stochastic Shortest Path: Learning, Evaluation and Towards Optimality
    2022/06/10 by Ming Yin, Wenjing Chen, Yin, Ming +5 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Auction Theory and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mobile Crowdsensing and Crowdsourcing
  28. LiveMCP-101: Stress Testing and Diagnosing MCP-enabled Agents on Challenging Queries
    2025/08/21 by Ming Yin, Yin, Ming, Shen, Dinghan +20 · 10 citations
    Computer Science · #Semantic Web and Ontologies #Advanced Database Systems and Queries #AI-based Problem Solving and Planning
  29. Logarithmic Switching Cost in Reinforcement Learning beyond Linear MDPs
    2023/02/24 by Qiao, Dan, Yin, Ming, Wang, Yu-Xiang · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  30. Improving Sample Efficiency of Model-Free Algorithms for Zero-Sum Markov Games
    2023/08/17 by Songtao Feng, Ming Yin, Feng, Songtao +7 · 1 citation
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Game Theory and Applications #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
  31. Bases for optimising stabiliser decompositions of quantum states
    2023/11/29 by de Silva, Nadish, Yin, Ming, Strelchuk, Sergii · 1 citation
    #FOS: Physical sciences #Quantum Physics (quant-ph)
  32. Offline Multitask Representation Learning for Reinforcement Learning
    2024/03/18 by Haque Ishfaq, Thanh Nguyen-Tang, Ishfaq, Haque +11 · 1 citation
    Computer Science · #Reinforcement Learning in Robotics
  33. Beyond Recommender: An Exploratory Study of the Effects of Different AI Roles in AI-Assisted Decision Making
    2024/03/04 by Ma, Shuai, Zhang, Chenyi, Wang, Xinru +2 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  34. Poisoning Federated Recommender Systems with Fake Users
    2024/02/18 by Yin, Ming, Xu, Yichang, Fang, Minghong +1 · 1 citation
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  35. Robust Federated Learning Mitigates Client-side Training Data Distribution Inference Attacks
    2024/03/05 by Xu, Yichang, Yin, Ming, Fang, Minghong +1 · 1 citation
    #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
  36. Memory-Augmented SAM2 for Training-Free Surgical Video Segmentation
    2025/07/13 by Yin, Ming, Wang, Fu, Ye, Xujiong +2 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  37. From Text to Trust: Empowering AI-assisted Decision Making with Adaptive LLM-powered Analysis
    2025/02/17 by Li, Zhuoyan, Zhu, Hangxiao, Lu, Zhuoran +2 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  38. No-Regret Linear Bandits under Gap-Adjusted Misspecification
    2025/01/09 by Chong Liu, Dan Qiao, Liu, Chong +7 · 1 citation
    Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Auction Theory and Applications #Distributed Sensor Networks and Detection Algorithms
  39. NetworkGym: Reinforcement Learning Environments for Multi-Access Traffic Management in Network Simulation
    2024/10/30 by M. Haider, Ming Yin, Haider, Momin +9 · 1 citation
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Traffic and Congestion Control #Networking and Internet Architecture (cs.NI) #Simulation Techniques and Applications #Software-Defined Networks and 5G
  40. On the Statistical Complexity for Offline and Low-Adaptive Reinforcement Learning with Structures
    2025/01/03 by Ming Yin, Yin, Ming, Mengdi Wang +3 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Reinforcement Learning in Robotics