Selected Publications

Two Heads are Better than One: Zero-shot Cognitive Reasoning via Multi-LLM Knowledge Fusion.
Liang Liu, Dong Zhang, Shoushan Li, Guodong Zhou, Erik Cambria.
Proceedings of CIKM 2024.

Generative Chain-of-Thought for Zero-shot Cognitive Reasoning.
Liang Liu, Dong Zhang, Suyang Zhu, Shoushan Li.
Proceedings of ICANN 2024.


Selected Preprints

What makes your model a low-empathy or warmth person: Exploring the Origins of Personality in LLMs.
Shu Yang, Shenzhe Zhu, Ruoxuan Bao, Liang Liu, Yu Cheng, Lijie Hu, Mengdi Li, Di Wang.
Arxiv 2024.

Understanding Reasoning in Chain-of-Thought from the Hopfieldian View.
Lijie Hu*, Liang Liu*, Shu Yang*, Xin CHEN, Zhen Tan, Muhammad Asif Ali, Mengdi Li, Di Wang.
Arxiv 2024.