Chenxi Liu

Profile

I am a Ph.D. student at the TMLR Group @ HKBU, supervised by Prof. Bo Han. I also work as a visiting student at MBZUAI, collaborating with Prof. Kun Zhang and Dr. Yongqiang Chen. Before that, I worked closely with Prof. Kun Kuang at Zhejiang University. I obtained my B.Sc and M.Sc. degrees in Statistics from SUSTech and Fudan, respectively.

Research Vision: Reveal and utilize the causal mechanism for realistic influence.

Contact: cscxliu (AT) comp (dot) hkbu (dot) edu (dot) hk

Office: DLB 625. Hong Kong Baptist University. Kowloon Tong, Hong Kong SAR, People's Republic of China.

Publications

On the Thinking-Language Modeling Gap in Large Language Models

Chenxi Liu*, Yongqiang Chen*, Tongliang Liu, James Cheng, Bo Han, Kun Zhang

Preprint. Also in ICLR 2025 Workshop on LLM Reasoning and Planning, 2025.

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Discovery of the hidden world with large language models

Chenxi Liu*, Yongqiang Chen*, Tongliang Liu, Mingming Gong, James Cheng, Bo Han, Kun Zhang

NeurIPS 2024

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Causal Structure Learning for Latent Intervened Non-stationary Data

Chenxi Liu, Kun Kuang

ICML 2023

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