| 2025 | ICML | The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models Via Visual Information Steering. | Zhuowei Li, Haizhou Shi, Yunhe Gao, Di Liu, Zhenting Wang, Yuxiao Chen, Ting Liu, Long Zhao, Hao Wang, Dimitris N. Metaxas |
| 2025 | KDD | Graph Triple Attention Networks: A Decoupled Perspective. | Xiaotang Wang, Yun Zhu, Haizhou Shi, Yongchao Liu, Chuntao Hong |
| 2025 | NAACL | Multimodal Needle in a Haystack: Benchmarking Long-Context Capability of Multimodal Large Language Models. | Hengyi Wang, Haizhou Shi, Shiwei Tan, Weiyi Qin, Wenyuan Wang, Tunyu Zhang, Akshay Nambi, Tanuja Ganu, Hao Wang |
| 2025 | WWW | GraphCLIP: Enhancing Transferability in Graph Foundation Models for Text-Attributed Graphs. | Yun Zhu, Haizhou Shi, Xiaotang Wang, Yongchao Liu, Yaoke Wang, Boci Peng, Chuntao Hong, Siliang Tang |
| 2024 | IJCAI | Efficient Tuning and Inference for Large Language Models on Textual Graphs. | Yun Zhu, Yaoke Wang, Haizhou Shi, Siliang Tang |
| 2024 | WWW | MARIO: Model Agnostic Recipe for Improving OOD Generalization of Graph Contrastive Learning. | Yun Zhu, Haizhou Shi, Zhenshuo Zhang, Siliang Tang |
| 2024 | WWW | GraphControl: Adding Conditional Control to Universal Graph Pre-trained Models for Graph Domain Transfer Learning. | Yun Zhu, Yaoke Wang, Haizhou Shi, Zhenshuo Zhang, Dian Jiao, Siliang Tang |
| 2023 | ECAI | Structure-Aware Group Discrimination with Adaptive-View Graph Encoder: A Fast Graph Contrastive Learning Framework. | Zhenshuo Zhang, Yun Zhu, Haizhou Shi, Siliang Tang |
| 2022 | AAAI | On the Efficacy of Small Self-Supervised Contrastive Models without Distillation Signals. | Haizhou Shi, Youcai Zhang, Siliang Tang, Wenjie Zhu, Yaqian Li, Yandong Guo, Yueting Zhuang |
| 2021 | ACL | CIL: Contrastive Instance Learning Framework for Distantly Supervised Relation Extraction. | Tao Chen, Haizhou Shi, Siliang Tang, Zhigang Chen, Fei Wu, Yueting Zhuang |
| 2020 | CVPR | Unsupervised Reinforcement Learning of Transferable Meta-Skills for Embodied Navigation. | Juncheng Li, Xin Wang, Siliang Tang, Haizhou Shi, Fei Wu, Yueting Zhuang, William Yang Wang |