Yun He

Research Scientist, Meta

Joined

May 2021

Names

Yun He (Preferred)

Emails

****@tamu.edu (Confirmed)

****@meta.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Research Scientist

Meta (meta.com)

2022 – Present

PhD student

Texas A&M University (tamu.edu)

2017 – 2022

MS student

East China Normal University (ecnu.edu.cn)

2014 – 2017

Advisors, Relations & Conflicts

PhD Advisor

James Caverlee

2017 – 2022

Expertise

recommender systems

2017 – 2022

information retrieval

2017 – 2022

text mining

2017 – 2022

pre-trained language model

2017 – 2022

prompt learning

2017 – 2022

multi-task learning

2017 – 2022

large language model

2017 – 2022

Publications

Generalized Parallel Scaling with Interdependent Generations
Harry Dong, David Brandfonbrener, Eryk Helenowski, Yun He, Mrinal Kumar, Han Fang, Yuejie Chi, Karthik Abinav Sankararaman
- NeurIPS 2025 ER Workshop Oral
- Readers: Everyone
See, Think, Hallucinate: Interpreting Reasoning and Hallucinations Beyond the First Hop in Vision-Language Models
Chejian Xu, Mrinal Kumar, Yun He, Han Fang, Eryk Helenowski, Qifan Wang, Bo Li, Karthik Abinav Sankararaman
- Submitted to ICLR 2026
- Readers: Everyone
Generalized Parallel Scaling with Interdependent Generations
Harry Dong, David Brandfonbrener, Eryk Helenowski, Yun He, Mrinal Kumar, Han Fang, Yuejie Chi, Karthik Abinav Sankararaman
- ICLR 2026 Poster
- Readers: Everyone
Boosting LLM Reasoning via Spontaneous Self-Correction
Xutong Zhao, Tengyu Xu, Xuewei Wang, Zhengxing Chen, Di Jin, Liang Tan, Yen-Ting Lin, Zishun Yu, Zhuokai Zhao, Yun He, Sinong Wang, Han Fang, Sarath Chandar, Chen Zhu
- AI4Math@ICML25 Poster
- Readers: Everyone
Boosting LLM Reasoning via Spontaneous Self-Correction
Xutong Zhao, Tengyu Xu, Xuewei Wang, Zhengxing Chen, Di Jin, Liang Tan, Yen-Ting Lin, Zishun Yu, Zhuokai Zhao, Yun He, Sinong Wang, Han Fang, Sarath Chandar, Chen Zhu
- COLM 2025
- Readers: Everyone
Unifying Generative and Dense Retrieval for Sequential Recommendation
Liu Yang, Fabian Paischer, Kaveh Hassani, Jiacheng Li, Shuai Shao, Zhang Gabriel Li, Yun He, Xue Feng, Nima Noorshams, Sem Park, Bo Long, Robert D Nowak, Xiaoli Gao, Hamid Eghbalzadeh
- Accepted by TMLR
- Readers: Everyone
Think Smarter not Harder: Adaptive Reasoning with Inference Aware Optimization
Zishun Yu, Tengyu Xu, Di Jin, Karthik Abinav Sankararaman, Yun He, Wenxuan Zhou, Zhouhao Zeng, Eryk Helenowski, Chen Zhu, Sinong Wang, Hao Ma, Han Fang
- Reasoning and Planning for LLMs @ ICLR2025
- Readers: Everyone
Think Smarter not Harder: Adaptive Reasoning with Inference Aware Optimization
Zishun Yu, Tengyu Xu, Di Jin, Karthik Abinav Sankararaman, Yun He, Wenxuan Zhou, Zhouhao Zeng, Eryk Helenowski, Chen Zhu, Sinong Wang, Hao Ma, Han Fang
- ICML 2025 poster
- Readers: Everyone
Unifying Generative and Dense Retrieval for Sequential Recommendation
Liu Yang, Fabian Paischer, Kaveh Hassani, Jiacheng Li, Shuai Shao, Zhang Gabriel Li, Yun He, Xue Feng, Nima Noorshams, Sem Park, Bo Long, Robert D Nowak, Xiaoli Gao, Hamid Eghbalzadeh
- Submitted to ICLR 2025
- Readers: Everyone
The Perfect Blend: Redefining RLHF with Mixture of Judges
Tengyu Xu, Eryk Helenowski, Karthik Abinav Sankararaman, Di Jin, Kaiyan Peng, Eric Han, Shaoliang Nie, Chen Zhu, Hejia Zhang, Wenxuan Zhou, Zhouhao Zeng, Yun He, Karishma Mandyam, Arya Talebzadeh, Madian Khabsa, Gabriel Cohen, Sinong Wang, Yuandong Tian, Hao Ma, Han Fang
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone

View all 25 publications

Co-Authors

View all 75 co-authors