Process-Supervised LLM Recommenders via Flow-guided Tuning. - Chongming Gao; Mengyao Gao; Chenxiao Fan; Shuai Yuan 018; Wentao Shi 002; Xiangnan He 001 (SIGIR, 2025)

Addressing Overprescribing Challenges: Fine-Tuning Large Language Models for Medication Recommendation Tasks. - Zihao Zhao 004; Chenxiao Fan; Chongming Gao; Fuli Feng; Xiangnan He 001 (CoRR, 2025)

RVTBench: A Benchmark for Visual Reasoning Tasks. - Yiqing Shen 003; Chenjia Li; Chenxiao Fan; Mathias Unberath (CoRR, 2025)

Fine-grained List-wise Alignment for Generative Medication Recommendation. - Chenxiao Fan; Chongming Gao; Wentao Shi 002; Yaxin Gong; Zihao Zhao 004; Fuli Feng (CoRR, 2025)

Temporally-Constrained Video Reasoning Segmentation and Automated Benchmark Construction. - Yiqing Shen 003; Chenjia Li; Chenxiao Fan; Mathias Unberath (CoRR, 2025)