TransferTOD: A Generalizable Chinese Multi-Domain Task-Oriented Dialogue System with Transfer Capabilities. - Ming Zhang 030; Caishuang Huang; Yilong Wu; Shichun Liu; Huiyuan Zheng; Yurui Dong 001; Yujiong Shen; Shihan Dou; Jun Zhao 019; Junjie Ye 005; Qi Zhang 001; Tao Gui; et al. (EMNLP, 2024)

ActiView: Evaluating Active Perception Ability for Multimodal Large Language Models. - Ziyue Wang 002; Chi Chen 005; Fuwen Luo; Yurui Dong 001; Yuanchi Zhang; Yuzhuang Xu; Xiaolong Wang 014; Peng Li 030; Yang Liu 005 (ACL (1), 2025)

How Do Multimodal Large Language Models Handle Complex Multimodal Reasoning? Placing Them in an Extensible Escape Game. - Ziyue Wang 002; Yurui Dong 001; Fuwen Luo; Minyuan Ruan; Zhili Cheng; Chi Chen 005; Peng Li 030; Yang Liu 005 (ICCV, 2025)

Controllable Emotion Generation with Emotion Vectors. - Yurui Dong 001; Luozhijie Jin; Yao Yang; Bingjie Lu; Jiaxi Yang 002; Zhi Liu (CoRR, 2025)

DINOv3 with Test-Time Calibration for Automated Carotid Intima-Media Thickness Measurement on CUBS v1. - Zhenpeng Zhang; Jinwei Lu; Yurui Dong 001; Bo Yuan (CoRR, 2026)

Evaluating Time Awareness and Cross-modal Active Perception of Large Models via 4D Escape Room Task. - Yurui Dong 001; Ziyue Wang 002; Shuyun Lu; Dairu Liu; Xuechen Liu; Fuwen Luo; Peng Li 030; Yang Liu 005 (CoRR, 2026)

DERM-3R: A Resource-Efficient Multimodal Agents Framework for Dermatologic Diagnosis and Treatment in Real-World Clinical Settings. - Ziwen Chen; Zhendong Wang; Chongjing Wang; Yurui Dong 001; Luozhijie Jin; Jihao Gu; Kui Chen; Jiaxi Yang 002; Bingjie Lu; Zhou Zhang; Jirui Dai; Changyong Luo; et al. (CoRR, 2026)