MY
Ming Yin
cs.AIcs.HCcs.CLcs.LGcollective intelligencecomplexitycs.CVcs.IRcs.ROgenomics
On Valency
published · living versionsW_5yrdmwj8·v1 · currentpublished
Self-Credit: Credit Assignment for Long-Horizon Agentic RL via Intra-group Rescaling
with Fangcong Yin, Tanvi Bhandarkar, Aashu Singh, Eryk Helenowski +5
1 version
Preprints & journals
29 papers in the corpus · 2018–2026Seeing, Maintaining, and Learning: The Evolution of Multimodal Agent Memory2610.19366v1 · Minghao Guo, Qingyue Jiao, Xiujin Liu et al.2026 · 0 citationsarXiv
Likelihood Is Not Authorship: Can We Reliably Measure Human Contribution in AI-Assisted Writing?2610.19767v1 · Hasan Amin, Zhuoran Lu, Ming Yin2026 · 0 citationsarXiv
Sensitivity or Criterion? Measuring and Moving When Language Models Act2610.15415v1 · Sixun Dong, Yebowen Hu, Ming Yin et al.2026 · 0 citationsarXiv
Same Space or Not: Benchmarking Spatial Intelligence Through Cross-View Contradictions2610.23959v1 · Huizi Cao, Guanyu Xu, Zhixuan Liang et al.2026 · 0 citationsarXiv
MARS: Multi-resolution Adaptive Routing for Sequential Recommendation2610.07505v1 · Ming Yin, Sixun Dong, Yudong Liu et al.2026 · 0 citationsarXiv
When History Misleads: Asymmetric Margin Supervision for Instruction-Guided LLM Generative Recommendation2610.02600v1 · Ming Yin, Yuhan Yang, Chen Chen et al.2026 · 0 citationsarXiv
Simple Diffusion Language Models Are More Effective Few-Step Generators Than Reported2609.33947v1 · Hasan Amin, Ming Yin, Rajiv Khanna2026 · 0 citationsarXiv
A Few Neurons Reveal When LLMs Misuse Tools: Sparse Detection and Selective Steering for Reliable Tool Use2608.00218v1 · Yutong Ke, Ming Yin, Chongwen Zhao et al.2026 · 0 citationsarXiv
Consistent Diffusion Language Models2605.00161v2 · Hasan Amin, Yuan Gao, Yaser Souri et al.2026 · 0 citationsarXiv
From Fallback to Frontline: When Can LLMs be Superior Annotators of Human Perspectives?2604.17968v1 · Hasan Amin, Harry Yizhou Tian, Xiaoni Duan et al.2026 · 0 citationsarXiv
Align When They Want, Complement When They Need! Human-Centered Ensembles for Adaptive Human-AI Collaboration2602.20104v1 · Hasan Amin, Ming Yin, Rajiv Khanna2026 · 0 citationsarXiv
Understanding the Effects of AI-Assisted Critical Thinking on Human-AI Decision Making2602.10222v2 · Harry Yizhou Tian, Hasan Amin, Ming Yin2026 · 4 citationsarXiv
XAgen: An Explainability Tool for Identifying and Correcting Failures in Multi-Agent Workflows2512.17896v2 · Xinru Wang, Ming Yin, Eunyee Koh et al.2025 · 1 citationarXiv
Assessing Automated Fact-Checking for Medical LLM Responses with Knowledge Graphs2511.12817v2 · Shasha Zhou, Mingyu Huang, Jack Cole et al.2025 · 2 citationsarXiv
Genome-Bench: A Scientific Reasoning Benchmark from Real-World Expert Discussions10.1101/2025.06.02.657538v1 · Yin, M., Qu, Y., Liu, D. et al.2025 · 1 citationbioRxiv
From Text to Trust: Empowering AI-assisted Decision Making with Adaptive LLM-powered Analysis2502.11919v1 · Zhuoyan Li, Hangxiao Zhu, Zhuoran Lu et al.2025 · 18 citationsarXiv
A Theoretical Perspective for Speculative Decoding Algorithm2411.00841v1 · Ming Yin, Minshuo Chen, Kaixuan Huang et al.2024 · 3 citationsarXiv
How Does the Disclosure of AI Assistance Affect the Perceptions of Writing?2410.04545v1 · Zhuoyan Li, Chen Liang, Jing Peng et al.2024 · 17 citationsarXiv
Understanding Decision Subjects' Engagement with and Perceived Fairness of AI Models When Opportunities of Qualification Improvement Exist2410.03126v1 · Meric Altug Gemalmaz, Ming Yin2024 · 0 citationsarXiv
Towards Human-AI Deliberation: Design and Evaluation of LLM-Empowered Deliberative AI for AI-Assisted Decision-Making2403.16812v2 · Shuai Ma, Qiaoyi Chen, Xinru Wang et al.2024 · 65 citationsarXiv
The Value, Benefits, and Concerns of Generative AI-Powered Assistance in Writing2403.12004v1 · Zhuoyan Li, Chen Liang, Jing Peng et al.2024 · 81 citationsarXiv
"Are You Really Sure?" Understanding the Effects of Human Self-Confidence Calibration in AI-Assisted Decision Making2403.09552v1 · Shuai Ma, Xinru Wang, Ying Lei et al.2024 · 56 citationsarXiv
Does More Advice Help? The Effects of Second Opinions in AI-Assisted Decision Making2401.07058v1 · Zhuoran Lu, Dakuo Wang, Ming Yin2024 · 39 citationsarXiv
Decoding AI's Nudge: A Unified Framework to Predict Human Behavior in AI-assisted Decision Making2401.05840v1 · Zhuoyan Li, Zhuoran Lu, Ming Yin2024 · 14 citationsarXiv
Synthetic Data Generation with Large Language Models for Text Classification: Potential and Limitations2310.07849v2 · Zhuoyan Li, Hangxiao Zhu, Zhuoran Lu et al.2023 · 138 citationsarXiv
Who Should I Trust: AI or Myself? Leveraging Human and AI Correctness Likelihood to Promote Appropriate Trust in AI-Assisted Decision-Making2301.05809v1 · Shuai Ma, Ying Lei, Xinru Wang et al.2023 · 141 citationsarXiv
Task complexity moderates group synergy.34479999 · Almaatouq, Abdullah, Alsobay, Mohammed, Yin, Ming et al.2022 · 89 citationsProceedings of the National Academy of Sciences of the United States of America. 2021;118(36)
Collective Problem-Solving of Groups Across Tasks of Varying Complexityra9qy_v1 · Abdullah Almaatouq, Ming Yin, Duncan J Watts2020 · 14 citationsPsyArXiv
Working in Pairs: Understanding the Effects of Worker Interactions in Crowdwork1810.09634v1 · Chien-Ju Ho, Ming Yin2018 · 0 citationsarXiv
Career total: 94 works. 29 are in this corpus.
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