| 2026 | AAAI | Shedding the Facades, Connecting the Domains: Detecting Shifting Multimodal Hate Video with Test-Time Adaptation. | Jiao Li, Jian Lang, Xikai Tang, Wenzheng Shu, Ting Zhong, Qiang Gao, Yong Wang, Leiting Chen, Fan Zhou |
| 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 | AAAI | In-context Prompt-augmented Micro-video Popularity Prediction. | Zhangtao Cheng, Jiao Li, Jian Lang, Ting Zhong, Fan Zhou |
| 2025 | AAAI | Retrieval-Augmented Dynamic Prompt Tuning for Incomplete Multimodal Learning. | Jian Lang, Zhangtao Cheng, Ting Zhong, 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 | Seeing the Unseen in Micro-Video Popularity Prediction: Self-Correlation Retrieval for Missing Modality Generation. | Zhangtao Cheng, Jian Lang, Ting Zhong, Fan Zhou |
| 2025 | KDD | Generative Thinking, Corrective Action: User-Friendly Composed Image Retrieval via Automatic Multi-Agent Collaboration. | Zhangtao Cheng, Yuhao Ma, Jian Lang, Kunpeng Zhang, Ting Zhong, Yong Wang, 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 |
| 2025 | SIGIR | Echoes in the Feed: Evolution-aware Prompt-augmented Micro-video Popularity Prediction. | Wei Chen, Jiao Li, Jian Lang, Zhangtao Cheng, Yong Wang, Fan Zhou |
| 2024 | SIGIR | Predicting Micro-video Popularity via Multi-modal Retrieval Augmentation. | Ting Zhong, Jian Lang, Yifan Zhang, Zhangtao Cheng, Kunpeng Zhang, Fan Zhou |