PPaperPicks

Yiming Yang

Carnegie Mellon University, Language Technologies Institute, Pittsburgh, PA, USA

24 papers at tracked venues · 20 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-8322-607X ↗Google Scholar ↗Homepage ↗

Venues

ICLR ×7ICML ×4NeurIPS ×4AAAI ×2ACL ×2EMNLP ×2NAACL ×2SIGIR ×1

Frequent coauthors

Zhiqing Sun
×8
Sean Welleck
×5
Shengyu Feng
×4
Shanda Li
×4
Weiwei Sun
×3
Yikang Shen
×3
Chuang Gan
×3
Aman Madaan
×3
Weihua Du
×2
Pranjal Aggarwal
×2
Ruohong Zhang
×2
Chunyuan Li
×2

Papers

  1. CO-Bench: Benchmarking Language Model Agents in Algorithm Search for Combinatorial Optimization
    AAAI 2026 ·
    Weiwei Sun
    ,
    Shengyu Feng
    ,
    Shanda Li
    , Yiming Yang
  2. Agentic-R1: Distilled Dual-Strategy Reasoning
    EMNLP 2025 ·
    Weihua Du
    ,
    Pranjal Aggarwal
    ,
    Sean Welleck
    , Yiming Yang
  3. Direct Preference Optimization of Video Large Multimodal Models from Language Model Reward
    NAACL 2025 ·
    Ruohong Zhang
    ,
    Liangke Gui
    ,
    Zhiqing Sun
    ,
    Yihao Feng
    ,
    Keyang Xu
    ,
    Yuanhan Zhang
    ,
    Di Fu
    ,
    Chunyuan Li
    ,
    Alexander G. Hauptmann
    ,
    Yonatan Bisk
    , Yiming Yang
  4. Enhancing Training Data Attribution with Representational Optimization
    NeurIPS 2025 ·
    Weiwei Sun
    ,
    Haokun Liu
    ,
    Nikhil Kandpal
    ,
    Colin A. Raffel
    , Yiming Yang
  5. Few-shot Personalization of LLMs with Mis-aligned Responses
    NAACL 2025 ·
    Jaehyung Kim
    , Yiming Yang
  6. Improve Vision Language Model Chain-of-thought Reasoning
    ACL 2025 ·
    Ruohong Zhang
    ,
    Bowen Zhang
    ,
    Yanghao Li
    ,
    Haotian Zhang
    ,
    Zhiqing Sun
    ,
    Zhe Gan
    ,
    Yinfei Yang
    ,
    Ruoming Pang
    , Yiming Yang
  7. Improving Retrieval-Augmented Generation through Multi-Agent Reinforcement Learning
    NeurIPS 2025 ·
    Yiqun Chen
    ,
    Lingyong Yan
    ,
    Weiwei Sun
    ,
    Xinyu Ma
    ,
    Yi Zhang
    ,
    Shuaiqiang Wang
    ,
    Dawei Yin
    , Yiming Yang,
    Jiaxin Mao
  8. Inference Scaling Laws: An Empirical Analysis of Compute-Optimal Inference for LLM Problem-Solving
    ICLR 2025 ·
    Yangzhen Wu
    ,
    Zhiqing Sun
    ,
    Shanda Li
    ,
    Sean Welleck
    , Yiming Yang
  9. Lean-STaR: Learning to Interleave Thinking and Proving
    ICLR 2025 ·
    Haohan Lin
    ,
    Zhiqing Sun
    ,
    Sean Welleck
    , Yiming Yang
  10. Maximal Update Parametrization and Zero-Shot Hyperparameter Transfer for Fourier Neural Operators
    ICML 2025 ·
    Shanda Li
    ,
    Shinjae Yoo
    , Yiming Yang
  11. Optimizing Temperature for Language Models with Multi-Sample Inference
    ICML 2025 ·
    Weihua Du
    , Yiming Yang,
    Sean Welleck
  12. Regularized Langevin Dynamics for Combinatorial Optimization
    ICML 2025 ·
    Shengyu Feng
    , Yiming Yang
  13. SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch
    AAAI 2025 ·
    Shengyu Feng
    , Yiming Yang
  14. Self-Play Preference Optimization for Language Model Alignment
    ICLR 2025 ·
    Yue Wu
    ,
    Zhiqing Sun
    ,
    Huizhuo Yuan
    ,
    Kaixuan Ji
    , Yiming Yang,
    Quanquan Gu
  15. Step-by-Step Reasoning for Math Problems via Twisted Sequential Monte Carlo
    ICLR 2025 ·
    Shengyu Feng
    ,
    Xiang Kong
    ,
    Shuang Ma
    ,
    Aonan Zhang
    ,
    Dong Yin
    ,
    Chong Wang
    ,
    Ruoming Pang
    , Yiming Yang
  16. Aligning Large Multimodal Models with Factually Augmented RLHF
    ACL 2024 ·
    Zhiqing Sun
    ,
    Sheng Shen
    ,
    Shengcao Cao
    ,
    Haotian Liu
    ,
    Chunyuan Li
    ,
    Yikang Shen
    ,
    Chuang Gan
    ,
    Liangyan Gui
    ,
    Yu-Xiong Wang
    , Yiming Yang,
    Kurt Keutzer
    ,
    Trevor Darrell
  17. AutoMix: Automatically Mixing Language Models
    NeurIPS 2024 ·
    Pranjal Aggarwal
    ,
    Aman Madaan
    ,
    Ankit Anand
    ,
    Srividya Pranavi Potharaju
    ,
    Swaroop Mishra
    ,
    Pei Zhou
    ,
    Aditya Gupta
    ,
    Dheeraj Rajagopal
    ,
    Karthik Kappaganthu
    , Yiming Yang,
    Shyam Upadhyay
    ,
    Manaal Faruqui
    ,
    Mausam
  18. Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision
    NeurIPS 2024 ·
    Zhiqing Sun
    ,
    Longhui Yu
    ,
    Yikang Shen
    ,
    Weiyang Liu
    , Yiming Yang,
    Sean Welleck
    ,
    Chuang Gan
  19. Functional Interpolation for Relative Positions improves Long Context Transformers
    ICLR 2024 ·
    Shanda Li
    ,
    Chong You
    ,
    Guru Guruganesh
    ,
    Joshua Ainslie
    ,
    Santiago Ontañón
    ,
    Manzil Zaheer
    ,
    Sumit Sanghai
    , Yiming Yang,
    Sanjiv Kumar
    ,
    Srinadh Bhojanapalli
  20. In-Context Principle Learning from Mistakes
    ICML 2024 ·
    Tianjun Zhang
    ,
    Aman Madaan
    ,
    Luyu Gao
    ,
    Steven Zheng
    ,
    Swaroop Mishra
    , Yiming Yang,
    Niket Tandon
    ,
    Uri Alon
  21. Learning Performance-Improving Code Edits
    ICLR 2024 ·
    Alexander Shypula
    ,
    Aman Madaan
    ,
    Yimeng Zeng
    ,
    Uri Alon
    ,
    Jacob R. Gardner
    , Yiming Yang,
    Milad Hashemi
    ,
    Graham Neubig
    ,
    Parthasarathy Ranganathan
    ,
    Osbert Bastani
    ,
    Amir Yazdanbakhsh
  22. Learning to Correct for QA Reasoning with Black-box LLMs
    EMNLP 2024 ·
    Jaehyung Kim
    ,
    Dongyoung Kim
    , Yiming Yang
  23. Representation Learning and Information Retrieval
    SIGIR 2024 · Yiming Yang
  24. SALMON: Self-Alignment with Instructable Reward Models
    ICLR 2024 ·
    Zhiqing Sun
    ,
    Yikang Shen
    ,
    Hongxin Zhang
    ,
    Qinhong Zhou
    ,
    Zhenfang Chen
    ,
    David Daniel Cox
    , Yiming Yang,
    Chuang Gan