| 2026 | AAAI | SoMe: A Realistic Benchmark for LLM-based Social Media Agents. | Dizhan Xue, Jing Cui, Shengsheng Qian, Chuanrui Hu, Changsheng Xu |
| 2025 | ICLR | SVBench: A Benchmark with Temporal Multi-Turn Dialogues for Streaming Video Understanding. | Zhenyu Yang, Yuhang Hu, Zemin Du, Dizhan Xue, Shengsheng Qian, Jiahong Wu, Fan Yang, Weiming Dong, Changsheng Xu |
| 2024 | ACL | BadAgent: Inserting and Activating Backdoor Attacks in LLM Agents. | Yifei Wang, Dizhan Xue, Shengjie Zhang, Shengsheng Qian |
| 2024 | SIGIR | LDRE: LLM-based Divergent Reasoning and Ensemble for Zero-Shot Composed Image Retrieval. | Zhenyu Yang, Dizhan Xue, Shengsheng Qian, Weiming Dong, Changsheng Xu |
| 2023 | ICCV | Variational Causal Inference Network for Explanatory Visual Question Answering. | Dizhan Xue, Shengsheng Qian, Changsheng Xu |
| 2023 | WWW | Open-World Social Event Classification. | Shengsheng Qian, Hong Chen, Dizhan Xue, Quan Fang, Changsheng Xu |
| 2021 | AAAI | Dual Adversarial Graph Neural Networks for Multi-label Cross-modal Retrieval. | Shengsheng Qian, Dizhan Xue, Huaiwen Zhang, Quan Fang, Changsheng Xu |