I am now in my third year of Phd. in data science and analysis (DSA) at HKUST, advised by Jia Li and Yangqiu Song.
I got my master's degree from Peking University, majored in computer science, supervised by Yuexian Zou, and got my bachelor's degree from Beijing University of Posts and Telecommunications.
My future work will primarily focus on LLMs' Reasoning, including logical, commonsense, and causal reasoning. If you have innovative ideas in the field of reasoning, feel free to reach out to me anytime! Graph-Reasoner is a group of works who related to graph problem reasoning, you are welcome to visit it!
Research
My research focuses on language model reasoning (general reasoning beyond math), role-playing, and dialogue. My recent works explore:
- Graph Problem Reasoning-GraphWiz (KDD'24), GraphMind (COLM'25), GraphPRM (KDD'25)
- Mathematical Reasoning-MathOctopus (EMNLP'24), ControMath (EMNLP'24)
- Role-Playing-HPD (2023), The Oscars of AI Theater (Survey), COMEDY (COLING'25)
- Language-Speech Understanding-IJCAI'21, EMNLP'22
News
- [05/2025] 🎉One paper accepted by COLM 2025.
- [05/2025] 🎉One paper accepted by KDD 2025 and Three papers accepeted by ACL 2025.
- [02/2025] 🎉Awarded 2024 Baidu Scholarship🎉
- [11/2024] 🎉One paper accepted by COLING 2025 (Oral）.
- [09/2024] 🎉🎉Two papers accepted by EMNLP 2024.
- [07/2024] I intern in Qwen Foundation Model Team, focusing on pre-training for improving llm reasoning.
- [07/2024] Our thoughts of Role-Playing are in this survey: The Oscars of AI Theater: A Survey on Role-Playing with Language Models.
- [05/2024] Severed as a reviewer at EMNLP 2024.
- [05/2024] 🎉One paper accepted by KDD 2024.
- [02/2024] 🥳🥳 Two recent works are avaliable at Arxiv: COMEDY and GraphWiz.
- [12/2023] 🥳🥳 Two recent works are avaliable at Arxiv: MathOctopus and LLaMA-Probing.
- [12/2023] Severed as a reviewer at NAACL and ACL 2024.
- [10/2023] 🎉🎉🎉 Three papers accepted by EMNLP 2023.
- [09/2023] Severed as a reviewer at T-PAMI.
- [05/2023] 🎉🎉Two papers accepted by ACL 2023.
Selected Publications
Awards
Services
- Invited Talk at Shanghai University Of Engineering Science
- Reviewer for ACMMM, ACL, EMNLP, AAAI, NeurIPS, NAACL, ICLR, T-PAMI and COLM.
Educations
- 2022.09 - Now, Phd Candidate, DSA, HKUST.
- 2019.09 - 2022.06, Master, Science of Computer Enginering, Peking University.
- 2015.09 - 2019.06, Undergraduate, Beijing University of Posts and Telecommunications.
Miscellaneous
LOL!!! Please feel free to contact me if you have any questions or suggestions: chennuo26@gmail.com.