Ming Yin

1. MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI
   2023/11/27 by Xiang Yue, Yuansheng Ni, Yue, Xiang +41 · 457 citations
   Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Natural Language Processing Techniques
2. Humanity's Last Exam
   2025/01/24 by Long Phan, Alice Gatti, Phan, Long +2240 · 9 voices · 108 citations
   #cs.LG #cs.AI #cs.CL
3. TheoremQA: A Theorem-driven Question Answering dataset
   2023/05/21 by Wenhu Chen, Chen, Wenhu, Ming Yin +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. Synthetic Data Generation with Large Language Models for Text Classification: Potential and Limitations
   2023/10/11 by Zhuoyan Li, Li, Zhuoyan, Hangxiao Zhu +5 · 17 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
5. 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
6. "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
7. The Value, Benefits, and Concerns of Generative AI-Powered Assistance in Writing
   2024/03/18 by Zhuoyan Li, Liang Chen, Li, Zhuoyan +5 · 8 citations
   Medicine · #Artificial Intelligence in Healthcare and Education #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
8. 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
9. Self-generating construction of applicable corrosion-resistant surface structure of magnesium alloy
   2021/03/10 by Ming Yin, Lifeng Hou, Zhiwei Wang +7 · 3 citations
   Materials Science · Engineering · #Magnesium Alloys: Properties and Applications #Aluminum Alloys Composites Properties #Corrosion Behavior and Inhibition
10. Decoding AI's Nudge: A Unified Framework to Predict Human Behavior in AI-assisted Decision Making
    2024/01/11 by Zhuoyan Li, Li, Zhuoyan, Zhuoran Lu +3 · 3 citations
    Computer Science · Decision Sciences · #Explainable Artificial Intelligence (XAI) #Forecasting Techniques and Applications
11. On Instance-Dependent Bounds for Offline Reinforcement Learning with Linear Function Approximation
    2022/11/23 by Thanh Nguyen-Tang, Nguyen-Tang, Thanh, Ming Yin +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
12. 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
13. Offline Stochastic Shortest Path: Learning, Evaluation and Towards Optimality
    2022/06/10 by Ming Yin, Yin, Ming, Wenjing Chen +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
14. 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
15. 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
16. Nicorandil alleviates cardiac microvascular ferroptosis in diabetic cardiomyopathy: Role of the mitochondria-localized AMPK-Parkin-ACSL4 signaling pathway
    2024/02/01 by Zhangwei Chen, Su Li, Muyin Liu +12 · 1 citation
17. Offline Multitask Representation Learning for Reinforcement Learning
    2024/03/18 by Haque Ishfaq, Ishfaq, Haque, Thanh Nguyen-Tang +11 · 1 citation
    Computer Science · #Reinforcement Learning in Robotics
18. No-Regret Linear Bandits under Gap-Adjusted Misspecification
    2025/01/09 by Chong Liu, Liu, Chong, Dan Qiao +7 · 1 citation
    Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Auction Theory and Applications #Distributed Sensor Networks and Detection Algorithms
19. 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
20. 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