| 2026 | ACL | LEAF: Towards Lightweight Explainable Hateful Video Detection via Self-Grounding CoT Guided Stage-Wise Distillation. | Jian Lang, Rongpei Hong, Meihui Zhong, Kaiju Li, Ting Zhong, Qiang Gao, Fan Zhou |
| 2026 | KDD | TAMEing Long Contexts in Personalization: Towards Training-Free and State-Aware MLLM Personalized Assistant. | Rongpei Hong, Jian Lang, Ting Zhong, Yong Wang, Fan Zhou |
| 2026 | KDD | From Shallow Humor to Metaphor: Towards Label-Free Harmful Meme Detection via LMM Agent Self-Improvement. | Jian Lang, Rongpei Hong, Ting Zhong, Leiting Chen, Qiang Gao, Fan Zhou |
| 2026 | KDD | Nip Rumors in the Bud: Retrieval-Guided Topic-Level Adaptation for Test-Time Fake News Video Detection. | Jian Lang, Rongpei Hong, Ting Zhong, Yong Wang, Fan Zhou |
| 2025 | ICCV | Borrowing Eyes for the Blind Spot: Overcoming Data Scarcity in Malicious Video Detection Via Cross-Domain Retrieval Augmentation. | Rongpei Hong, Jian Lang, Ting Zhong, Fan Zhou |
| 2025 | KDD | REDEEMing Modality Information Loss: Retrieval-Guided Conditional Generation for Severely Modality Missing Learning. | Jian Lang, Rongpei Hong, Zhangtao Cheng, Ting Zhong, Yong Wang, Fan Zhou |
| 2025 | WWW | Following Clues, Approaching the Truth: Explainable Micro-Video Rumor Detection via Chain-of-Thought Reasoning. | Rongpei Hong, Jian Lang, Jin Xu, Zhangtao Cheng, Ting Zhong, Fan Zhou |
| 2025 | WWW | Biting Off More Than You Can Detect: Retrieval-Augmented Multimodal Experts for Short Video Hate Detection. | Jian Lang, Rongpei Hong, Jin Xu, Yili Li, Xovee Xu, Fan Zhou |
| 2023 | CIKM | Simplifying Temporal Heterogeneous Network for Continuous-Time Link prediction. | Ce Li, Rongpei Hong, Xovee Xu, Goce Trajcevski, Fan Zhou |