SLAT: Segment-Level Adaptive Trimming for Efficient CoT Reasoning
Yao, J., et al. (2026). "SLAT: Segment-Level Adaptive Trimming for Efficient CoT Reasoning." ICML 2026.
CV
Education
- Ph.D in Version Control Theory, GitHub University, 2018 (expected)
- M.S. in Jekyll, GitHub University, 2014
- B.S. in GitHub, GitHub University, 2012
Work experience
- Spring 2024: Academic Pages Collaborator
- GitHub University
- Duties includes: Updates and improvements to template
- Supervisor: The Users
- Fall 2015: Research Assistant
- GitHub University
- Duties included: Merging pull requests
- Supervisor: Professor Hub
- Summer 2015: Research Assistant
- GitHub University
- Duties included: Tagging issues
- Supervisor: Professor Git
Skills
- Skill 1
- Skill 2
- Sub-skill 2.1
- Sub-skill 2.2
- Sub-skill 2.3
- Skill 3
Publications
Diversity-Aware Policy Optimization for Large Language Model Reasoning
Yao, J., Cheng, R., Wu, X., et al. (2025). "Diversity-Aware Policy Optimization for Large Language Model Reasoning." NeurIPS 2025 Spotlight.
VAR-MATH: Probing True Mathematical Reasoning in LLMs via Symbolic Multi-Instance Benchmarks
Yao, J., Zheng, B., Cheng, R., and Tan, K. C. (2025). "VAR-MATH: Probing True Mathematical Reasoning in LLMs via Symbolic Multi-Instance Benchmarks." arXiv:2507.12885.
Diverse Policies Recovering via Pointwise Mutual Information Weighted Imitation Learning
Yang, H.*, Yao, J.*, Liu, W., et al. (2025). "Diverse Policies Recovering via Pointwise Mutual Information Weighted Imitation Learning." ICLR 2025.
Paper Title Number 5, with math \(E=mc^2\)
Your Name, You. (2024). "Paper Title Number 3." GitHub Journal of Bugs. 1(3).
Paper Title Number 4
Your Name, You. (2024). "Paper Title Number 3." GitHub Journal of Bugs. 1(3).
Policy Space Diversity for Non-Transitive Games
Yao, J.*, Liu, W.*, Fu, H.*, et al. (2023). "Policy Space Diversity for Non-Transitive Games." NeurIPS 2023.
Quality-Similar Diversity via Population Based Reinforcement Learning
Wu, S.*, Yao, J.*, Fu, H.*, et al. (2023). "Quality-Similar Diversity via Population Based Reinforcement Learning." ICLR 2023.
Self-supervised Amodal Video Object Segmentation
Yao, J., Hong, Y., Wang, C., et al. (2022). "Self-supervised Amodal Video Object Segmentation." NeurIPS 2022 Spotlight.
GRIN: Generative Relation and Intention Network for Multi-agent Trajectory Prediction
Li, L., Yao, J., Liu, W., et al. (2021). "GRIN: Generative Relation and Intention Network for Multi-agent Trajectory Prediction." NeurIPS 2021.
Paper Title Number 3
Your Name, You. (2015). "Paper Title Number 3." Journal 1. 1(3).
Paper Title Number 2
Your Name, You. (2010). "Paper Title Number 2." Journal 1. 1(2).
Paper Title Number 1
Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1).
Teaching
Service and leadership
- Currently signed in to 43 different slack teams