Meta-Weight Graph Neural Network: Push the Limits Beyond Global Homophily. - Xiaojun Ma; Qin Chen; Yuanyi Ren; Guojie Song; Liang Wang 001 (WWW, 2022)

Dual-Process Graph Neural Network for Diversified Recommendation. - Yuanyi Ren; Hang Ni; Yingxue Zhang 001; Xi Wang; Guojie Song; Dong Li 016; Jianye Hao (CIKM, 2023)

ValueBench: Towards Comprehensively Evaluating Value Orientations and Understanding of Large Language Models. - Yuanyi Ren; Haoran Ye; Hanjun Fang; Xin Zhang; Guojie Song (ACL (1), 2024)

Measuring Human and AI Values Based on Generative Psychometrics with Large Language Models. - Haoran Ye; Yuhang Xie; Yuanyi Ren; Hanjun Fang; Xin Zhang; Guojie Song (AAAI, 2025)

Large Language Models for Predictive Analysis: How Far Are They? - Qin Chen; Yuanyi Ren; Xiaojun Ma; Yuyang Shi (ACL (Findings), 2025)

Generative Psycho-Lexical Approach for Constructing Value Systems in Large Language Models. - Haoran Ye; Tianze Zhang; Yuhang Xie; Liyuan Zhang; Yuanyi Ren; Xin Zhang; Guojie Song (ACL (1), 2025)

Bingo: Boosting Efficient Reasoning of LLMs via Dynamic and Significance-based Reinforcement Learning. - Hanbing Liu; Lang Cao; Yuanyi Ren; Mengyu Zhou; Haoyu Dong 001; Xiaojun Ma; Shi Han; Dongmei Zhang 001 (CoRR, 2025)