TDP-DETR: Temporal dynamics perception framework for video moment retrieval and highlight detection. - Huilin An; Zefan Zhang; Shijie Jiang; Kehua Zhu; Tian Bai 002 (Neural Networks, 2026)

VERHallu: Evaluating and Mitigating Event Relation Hallucination in Video Large Language Models. - Zefan Zhang; Kehua Zhu; Shijie Jiang; Hongyuan Lu; Shengkai Sun; Tian Bai 002 (CoRR, 2026)

Multi-Stage Patient Role-Playing Framework for Realistic Clinical Interactions. - Shijie Jiang; Zefan Zhang; Kehua Zhu; Tian Bai 002; Ruihong Zhao (CoRR, 2026)