🧑‍🔬 Yisong Yue

🏛️ Affiliations

🎓California Institute of TechnologyPasadena · United States2014–2026 · 159 papersEmployment since 2014 · Professor, Computing and Mathematical Sciencescurrent🎓Carnegie Mellon UniversityPittsburgh · United States2011–2021 · 8 papers🎓Cornell UniversityIthaca · United States2005–2011 · 8 papersEducation 2005–2010 · PhD, Computer Science🏢Walt DisneyBurbank · United States2014–2017 · 5 papers🎓The University of Texas at AustinAustin · United States2020–2021 · 2 papers🎓University of Illinois Urbana-ChampaignUrbana · United States2019–2021 · 2 papersEducation🎓Illinois Mathematics and Science AcademyAurora · United StatesEducation

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 7 more institutions on single bylines are not listed.

🧭 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search (2024 · 200 citations)
   LLM self-training usually keeps only the generated solutions whose final answer is correct. Many of those solutions still contain flawed or useless intermediate steps, so the fine-tuning data ends up noisy. Process reward models (PRMs) can check each step, but they normally need costly step-level human labels.…
2. DataSciBench: An LLM Agent Benchmark for Data Science (2026 · 13 citations)
   Most benchmarks for LLMs in data science test isolated tasks with simple metrics such as accuracy and with ground truth that is easy to obtain.

All works

12 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them.

1. ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree SearchConference on Neural Information Processing Systems (NeurIPS)Dan Zhang, Sining Zhoubian, Ziniu Hu, et al.2024 · 200 citations
2. An Efficient Simulation-Based Approach to Ambulance Fleet Allocation and Dynamic Redeployment ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetYisong Yue, Lavanya Marla, Ramayya Krishnan70 citations
3. Factorized Variational Autoencoders for Modeling Audience Reactions to Movies ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetZhiwei Deng et al.2017 · 62 citations
4. SciInstruct: a Self-Reflective Instruction Annotated Dataset for Training Scientific Language Models ↗arXiv:2401.07950 · no summary yetDan Zhang et al.2024 · 37 citations
5. DataSciBench: An LLM Agent Benchmark for Data ScienceFindings of the Association for Computational LinguisticsDan Zhang, Sining Zhoubian, Min Cai, et al.2026 · 13 citations
6. Neurosymbolic Programming for Science ↗arXiv:2210.05050 · no summary yetJennifer J. Sun et al.2022 · 6 citations
7. NitroGen: An Open Foundation Model for Generalist Gaming Agents ↗arXiv (Cornell University) · no summary yetLoïc Magne et al.2026 · 5 citations
8. Kuramoto Orientation Diffusion Models ↗neural information processing systems · no summary yetYue Song et al.2025 · 1 citation
9. Unsupervised Representation Learning From Sparse Transformation Analysis ↗IEEE Transactions on Pattern Analysis and Machine Intelligence · no summary yetYue Song et al.2025 · 1 citation
10. Krause Synchronization Transformers ↗arXiv (Cornell University) · no summary yetJingkun Liu et al.2026
11. Beyond Pairwise Preferences: Listwise Reward-Aware Alignment for Diffusion Models ↗arXiv (Cornell University) · no summary yetAustin Wang et al.2026
12. Langevin Flows for Modeling Neural Latent Dynamics ↗arXiv (Cornell University) · no summary yetYue Song et al.2025

🤝 Co-authors here

6 co-authors with a page, the most papers together first.

• Dan Zhang ×2
• Jie Tang ×2
• Sining Zhoubian ×2
• Ziniu Hu ×2
• Wei Wang
• Yuxiao Dong

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

• Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
• Conference on Neural Information Processing Systems (NeurIPS): NeurIPS 2024
• IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
• IEEE Transactions on Pattern Analysis and Machine Intelligence
• Proceedings of the AAAI Conference on Artificial Intelligence
• neural information processing systems

🔗 Cited by

Papers of our library cite their works 218 times (of the 149,439 papers whose bibliographies we read); 47 citing papers with a page here →.

Updated 30 October 2026

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