| 2026 | ACL | Learning to Edit Knowledge via Instruction-based Chain-of-Thought Prompting. | Jinhu Fu, Yan Bai, Longzhu He, Yihang Lou, Yanxiao Zhao, Li Sun, Sen Su |
| 2026 | KDD | Devil's Hand: Data Poisoning Attacks to Locally Private Graph Learning Protocols. | Longzhu He, Chaozhuo Li, Peng Tang, Li Sun, Sen Su, Philip S. Yu |
| 2026 | WWW | The Devil Within, The Cure Without: Securing Locally Private Graph Learning under Poisoning. | Longzhu He, Peng Tang, Li Sun, Sen Su |
| 2026 | SIGIR | Separating Wheat from Chaff: Fine-Grained Defenses Against Poisoning in Multi-Perspective RAG. | Yanxiao Zhao, Longzhu He, Li Sun, Sen Su |
| 2025 | EMNLP | Beyond the Textual: Generating Coherent Visual Options for MCQs. | Wanqiang Wang, Longzhu He, Wei Zheng |
| 2025 | ICML | Going Deeper into Locally Differentially Private Graph Neural Networks. | Longzhu He, Chaozhuo Li, Peng Tang, Sen Su |
| 2024 | EMNLP | Alignment-Enhanced Decoding: Defending Jailbreaks via Token-Level Adaptive Refining of Probability Distributions. | Quan Liu, Zhenhong Zhou, Longzhu He, Yi Liu, Wei Zhang, Sen Su |