Bi-Directional Safety Protection for Vulnerable Road Users: A Roadside Unit-Based Cooperative Perception Network. - Guangzong Si; Qing Ding (CSCWD, 2024)

Lifting the Veil on Visual Information Flow in MLLMs: Unlocking Pathways to Faster Inference. - Hao Yin; Guangzong Si; Zilei Wang (CVPR, 2025)

ClearSight: Visual Signal Enhancement for Object Hallucination Mitigation in Multimodal Large Language Models. - Hao Yin; Guangzong Si; Zilei Wang (CVPR, 2025)

The Mirage of Performance Gains: Why Contrastive Decoding Fails to Address Multimodal Hallucination. - Hao Yin; Guangzong Si; Zilei Wang (CoRR, 2025)