Kaixuan Huang

PhD student, Princeton University

Joined

September 2018

Names

Kaixuan Huang (Preferred)

Emails

****@pku.edu.cn (Confirmed)

****@princeton.edu (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

PhD student

Princeton University (princeton.edu)

2022 – 2026

Undergrad student

Peking University (pku.edu.cn)

2016 – 2020

Advisors, Relations & Conflicts

No relations added

Expertise

diffusion models

representation learning

large language models

transformers

2021 – 2026

Publications

On Path to Multimodal Historical Reasoning: HistBench and HistAgent
Jiahao Qiu, Fulian Xiao, Yimin Wang, Yuchen Mao, Yijia Chen, Xinzhe Juan, Siran Wang, Xuan Qi, Tongcheng Zhang, Zixin Yao, Jiacheng Guo, Yifu Lu, Charles Argon, Jundi Cui, Daixin Chen, Junran Zhou, Shuyao Zhou, Zhanpeng Zhou, Ling Yang, Shilong Liu et al. (5 additional authors not shown)
- LLA 2026 Poster
- Readers: Everyone
Alita: Generalist Agent Enabling Scalable Agentic Reasoning with Minimal Predefinition and Maximal Self-Evolution
Jiahao Qiu, Xuan Qi, Tongcheng Zhang, Xinzhe Juan, Jiacheng Guo, Yifu Lu, Yimin Wang, Zixin Yao, Qihan Ren, Dongrui Liu, Ling Yang, Yue Wu, Shilong Liu, xun jiang, Kaixuan Huang, Hongru WANG, Mengdi Wang
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
On Path to Multimodal Historical Reasoning: HistBench and HistAgent
Jiahao Qiu, Fulian Xiao, Yimin Wang, Yuchen Mao, Yijia Chen, Xinzhe Juan, Siran Wang, Xuan Qi, Tongcheng Zhang, Zixin Yao, Jiacheng Guo, Yifu Lu, Charles Argon, Jundi Cui, Daixin Chen, Junran Zhou, Shuyao Zhou, Zhanpeng Zhou, Ling Yang, Shilong Liu et al. (5 additional authors not shown)
- Submitted to ICLR 2026
- Readers: Everyone
SpecDec++: Boosting Speculative Decoding via Adaptive Candidate Lengths
Kaixuan Huang, Xudong Guo, Mengdi Wang
- COLM 2025
- Readers: Everyone
Temporal Consistency for LLM Reasoning Process Error Identification
Jiacheng Guo, Yue Wu, Jiahao Qiu, Kaixuan Huang, Xinzhe Juan, Ling Yang, Mengdi Wang
- ICLR 2025 Workshop VerifAI Poster
- Readers: Everyone
MATH-Perturb: Benchmarking LLMs' Math Reasoning Abilities against Hard Perturbations
Kaixuan Huang, Jiacheng Guo, Zihao Li, Xiang Ji, Jiawei Ge, Wenzhe Li, Yingqing Guo, Tianle Cai, Hui Yuan, Runzhe Wang, Yue Wu, Ming Yin, Shange Tang, Yangsibo Huang, Chi Jin, Xinyun Chen, Chiyuan Zhang, Mengdi Wang
- Reasoning and Planning for LLMs @ ICLR2025
- Readers: Everyone
MATH-Perturb: Benchmarking LLMs' Math Reasoning Abilities against Hard Perturbations
Kaixuan Huang, Jiacheng Guo, Zihao Li, Xiang Ji, Jiawei Ge, Wenzhe Li, Yingqing Guo, Tianle Cai, Hui Yuan, Runzhe Wang, Yue Wu, Ming Yin, Shange Tang, Yangsibo Huang, Chi Jin, Xinyun Chen, Chiyuan Zhang, Mengdi Wang
- ICML 2025 poster
- Readers: Everyone
Emergent Symbolic Mechanisms Support Abstract Reasoning in Large Language Models
Yukang Yang, Declan Iain Campbell, Kaixuan Huang, Mengdi Wang, Jonathan D. Cohen, Taylor Whittington Webb
- ICML 2025 poster
- Readers: Everyone
Embodied LLM Agents Learn to Cooperate in Organized Teams
Xudong Guo, Kaixuan Huang, Jiale Liu, Wenhui Fan, Natalia Vélez, Qingyun Wu, Huazheng Wang, Thomas L. Griffiths, Mengdi Wang
- LanGame Poster
- Readers: Everyone
Latent Diffusion Models for Controllable RNA Sequence Generation
Kaixuan Huang, Yukang Yang, Kaidi Fu, Yanyi Chu, Le Cong, Mengdi Wang
- AIDrugX Poster
- Readers: Everyone

View all 28 publications

Co-Authors

View all 91 co-authors