Commonsense Learning: An Indispensable Path towards Human-centric Multimedia. - Bin Huang 004; Siao Tang; Guangyao Shen; Guohao Li 002; Xin Wang 019; Wenwu Zhu 001 (HUMA @ ACM Multimedia, 2020)

Global-Local GraphFormer: Towards Better Understanding of User Intentions in Sequential Recommendation. - Hong Chen 011; Bin Huang 004; Xin Wang 019; Yuwei Zhou; Wenwu Zhu 001 (MMAsia, 2023)

VTimeLLM: Empower LLM to Grasp Video Moments. - Bin Huang 004; Xin Wang 019; Hong Chen 011; Zihan Song 003; Wenwu Zhu 001 (CVPR, 2024)

Neighbor Does Matter: Curriculum Global Positive-Negative Sampling for Vision-Language Pre-training. - Bin Huang 004; Feng He; Qi Wang 174; Hong Chen 011; Guohao Li 002; Zhifan Feng; Xin Wang 019; Wenwu Zhu 001 (ACM Multimedia, 2024)

VERIFIED: A Video Corpus Moment Retrieval Benchmark for Fine-Grained Video Understanding. - Houlun Chen; Xin Wang 019; Hong Chen 011; Zeyang Zhang 001; Wei Feng; Bin Huang 004; Jia Jia 001; Wenwu Zhu 001 (NeurIPS, 2024)

Multi-Modal Generative AI: Multi-modal LLM, Diffusion and Beyond. - Hong Chen 011; Xin Wang 019; Yuwei Zhou; Bin Huang 004; Yipeng Zhang 003; Wei Feng; Houlun Chen; Zeyang Zhang 001; Siao Tang; Wenwu Zhu 001 (CoRR, 2024)

Identity-Text Video Corpus Grounding. - Bin Huang 004; Xin Wang 019; Hong Chen 011; Houlun Chen; Yaofei Wu; Wenwu Zhu 001 (AAAI, 2025)

Reflective Cross-Granularity Grounding with Preference Optimization for Long Video Understanding. - Wei Feng; Xin Wang 019; Hong Chen 011; Yu-Wei Zhan; Zihan Song 003; Bin Huang 004; Kecheng Zheng; Wenwu Zhu 001 (ICMR, 2026)

Multi-Modal Generative AI: Multi-Modal LLMs, Diffusions, and the Unification. - Xin Wang 019; Yuwei Zhou; Bin Huang 004; Hong Chen 011; Wenwu Zhu 001 (IEEE Trans. Circuits Syst. Video Technol., 2026)