Video Instance Shadow Detection. - Zhenghao Xing; Tianyu Wang 003; Xiaowei Hu 001; Haoran Wu; Chi-Wing Fu; Pheng-Ann Heng (CoRR, 2022)

Unveiling Deep Shadows: A Survey on Image and Video Shadow Detection, Removal, and Generation in the Era of Deep Learning. - Xiaowei Hu 001; Zhenghao Xing; Tianyu Wang 003; Chi-Wing Fu; Pheng-Ann Heng (CoRR, 2024)

Video Instance Shadow Detection Under the Sun and Sky. - Zhenghao Xing; Tianyu Wang 003; Xiaowei Hu 001; Haoran Wu; Chi-Wing Fu; Pheng-Ann Heng (IEEE Trans. Image Process., 2024)

EchoTraffic: Enhancing Traffic Anomaly Understanding with Audio-Visual Insights. - Zhenghao Xing; Hao Chen 011; Binzhu Xie; Jiaqi Xu; Ziyu Guo; Xuemiao Xu; Jianye Hao; Chi-Wing Fu; Xiaowei Hu 001; Pheng-Ann Heng (CVPR, 2025)

EchoInk-R1: Exploring Audio-Visual Reasoning in Multimodal LLMs via Reinforcement Learning. - Zhenghao Xing; Xiaowei Hu 001; Chi-Wing Fu; Wenhai Wang; Jifeng Dai; Pheng-Ann Heng (CoRR, 2025)

Delving into RL for Image Generation with CoT: A Study on DPO vs. GRPO. - Chengzhuo Tong; Ziyu Guo; Renrui Zhang; Wenyu Shan; Xinyu Wei; Zhenghao Xing; Hongsheng Li 001; Pheng-Ann Heng (CoRR, 2025)

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making. - Yihan Wang; Qiao Yan; Zhenghao Xing; Lihao Liu; Junjun He; Chi-Wing Fu; Xiaowei Hu 001; Pheng-Ann Heng (CoRR, 2025)