Counterfactual Debating with Preset Stances for Hallucination Elimination of LLMs. - Yi Fang 010; Moxin Li; Wenjie Wang 007; Lin Hui; Fuli Feng (COLING, 2025)

Reason4Rec: Large Language Models for Recommendation with Deliberative User Preference Alignment. - Yi Fang 010; Wenjie Wang 007; Yang Zhang 072; Fengbin Zhu; Qifan Wang 001; Fuli Feng; Xiangnan He 001 (CoRR, 2025)

Controllable LLM Reasoning via Sparse Autoencoder-Based Steering. - Yi Fang 010; Wenjie Wang 007; Mingfeng Xue; Boyi Deng; Fengli Xu; Dayiheng Liu; Fuli Feng (ACL (1), 2026)

AutoSOTA: An End-to-End Automated Research System for State-of-the-Art AI Model Discovery. - Yu Li 022; Chenyang Shao; Xinyang Liu; Ruotong Zhao; Peijie Liu 001; Hongyuan Su; Zhibin Chen; Qinglong Yang; Anjie Xu; Yi Fang 010; Qingbin Zeng; Tianxing Li 007; et al. (CoRR, 2026)