👋Welcome to my homepage! I am an incoming Ph.D. student at DiLab, Sun Yat-Sen University, advised by Assoc. Prof. Sheng Yue. I received my master’s degree at NLP Lab, Soochow University, advised by Prof. Shoushan Li. Before that, I received my bachelor’s degree at Heilongjiang Institute of Technology, advised by Prof. Haoliang Qi and Prof. Zhongyuan Han.
My research interests fall in the fields of Large Language Models (LLMs) and Reinforcement Learning (RL), including Agent Evolution, Reasoning Capabilities, and Reward Modeling. The ultimate goal of my research is to build systems that can self-evolve to achieve superhuman intelligence.
🔥 News
- 2024.10: 🎉🎉 One paper is accepted by NeurIPS 2024 Workshop LanGame!
- 2024.9: I accepted the invitation to serve as a reviewer for ICLR 2025.
- 2024.7: 🎉🎉 One paper is accepted by CIKM 2024!
- 2024.6: 🎉🎉 One paper is accepted by ICANN 2024!
📝 Publications
(* indicates equal contribution)
Conference Papers
- Liang Liu, Dong Zhang, Shoushan Li, Guodong Zhou, Erik Cambria. Two Heads are Better than One: Zero-shot Cognitive Reasoning via Multi-LLM Knowledge Fusion. Proceedings of CIKM 2024.
- Liang Liu, Dong Zhang, Suyang Zhu, Shoushan Li. Generative Chain-of-Thought for Zero-shot Cognitive Reasoning. Proceedings of ICANN 2024.
Workshop Papers
- Shu Yang*, Shenzhe Zhu*, Liang Liu, Mengdi Li, Lijie Hu, Di Wang. What Makes Your Model a Low-empathy or Warmth Person: Exploring the Origins of Personality in LLMs. Proceedings of NeurIPS 2024 Workshop LanGame.
Preprints
- Lijie Hu*, Liang Liu*, Shu Yang*, Xin Chen, Zhen Tan, Muhammad Asif Ali, Mengdi Li, Di Wang. Understanding Reasoning in Chain-of-Thought from the Hopfieldian View. Arxiv 2024.
🎓 Educations
- [2025.09 - Present] Sun Yat-Sen University, Ph.D. Student in Cyberspace Security
- [2022.09 - 2025.06] Soochow University, M.Eng. in Artificial intelligence
- [2018.09 - 2022.06] Heilongjiang Institute of Technology, B.Eng. in Software Engineering