Publications
(^=equal contribution)
2025
Sentient Agent as a Judge: Evaluating Higher-Order Social Cognition in Large Language Models.
[paper]
Bang Zhang^, Ruotian Ma^, Qingxuan Jiang^, Peisong Wang^, Jiaqi Chen, Zheng Xie, Xingyu Chen, Yue Wang, Fanghua Ye, Jian Li, Yifan Yang, Zhaopeng Tu, Xiaolong LiSPC: Evolving Self-Play Critic via Adversarial Games for LLM Reasoning.
[paper]
Jiaqi Chen, Bang Zhang, Ruotian Ma, Peisong Wang, Xiaodan Liang, Zhaopeng Tu, Xiaolong Li, Kwan-Yee K. WongS²R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning.
[paper], [repo]
Ruotian Ma^, Peisong Wang^, Cheng Liu, Xingyan Liu, Jiaqi Chen, Bang Zhang, Xin Zhou, Nan Du, Jia Li
2024
GLBench: A Comprehensive Benchmark for Graph with Large Language Models.
[paper], [repo]
Yuhan Li^, Peisong Wang^, Xiao Zhu, Aochuan Chen, Haiyun Jiang, Deng Cai, Victor Wai Kin Chan, Jia Li.
NeurIPS 2024Data-driven Uncertainty Revenue Modeling for Computation Resource Allocation in Recommendation Systems.
[paper] Feixue Liu, Yuqing Miao, Yun Ye, Peisong Wang, Xinglu Liu, Kai Zhang, Wai Kin (Victor) Chan
WSC 2024ZeroG: Investigating Cross-dataset Zero-shot Transferability in Graphs. [paper],[repo]
Yuhan Li, Peisong Wang, Zhixun Li, Jeffrey Xu Yu, Jia Li
KDD 2024A Survey of Graph Meets Large Language Model: Progress and Future Directions. [paper], [repo]
Yuhan Li^, Zhixun Li^, Peisong Wang^, Jia Li, Xiangguo Sun, Hong Cheng, Jeffrey Xu Yu.
IJCAI 2024