I am thrilled to annonce that I will be joining the School of Computer Science, Peking University as an Assistant Professor, starting from Sep 2025.

We have 2 papers accepted by EMNLP 2025. One paper is on understanding how LLMs are distracted by irrelevant context in reasoning. (Main Conference, Oral). The other paper is making the LLM reasoning more concise with RL (Findings).

We have 6 papers accepted by ACL 2025 (6 Main Conference). Topics involves logical reasoning, rule following, data contamination, uncertainty estimation, and automated LLM agents.

We have 3 papers accepted by NAACL 2025 (1 Main Conference, 2 Findings). Topics involves causal reasoning, code generation, and fact-checking of LLMs.

Our paper TART: An Open-Source Tool-Augmented Framework for Explainable Table-based Reasoning was awarded Best Paper Runner-up (Top 3 out of 59; Award Rate: 5.1%) at the 3th Table Representation Learning Workshop @ NeurIPS 2024.

5 papers accepted by EMNLP 2024 (2 Main Conference, 3 Findings). Topics involves logical reasoning, automated fact-checking, multi-agent reasoning, and knowledge editing. Our paper MMLongBench-Doc was accepted as spotlight paper in NeurIPS 2024 (Dataset and Benchmark).

I will serve as an Area Chair for EMNLP 2024 and COLING 2025.

Invited talk “Empowering Large Language Models with Faithful Reasoning” at Tsinghua University, Peking University, Xi’an Jiaotong University, and Harbin Institute of Technology (Shenzhen).

6 papers accepted by ACL 2024 (2 Main Conference, 4 Findings). Topics involves logical reasoning, uncertainty estimation, and self-correction of LLMs.

2 papers accepted by ICML 2024. One paper is on understanding the chain-of-thought reasoning ability of LLMs. The other paper is on analyzing the impact of social media influencers on AI research visibility.

I will serve as the Student Volunteer Chair and an Area Chair of ACL 2024.