| 2026 | AAAI | MetaGDPO: Alleviating Catastrophic Forgetting with Metacognitive Knowledge Through Group Direct Preference Optimization. | Lanxue Zhang, Yuqiang Xie, Fang Fang, Fanglong Dong, Rui Liu, Yanan Cao |
| 2026 | ACL | Cognitive Analysis Graph-Guided Multi-Turn Safety Enhancement for Large Language Models. | Lanxue Zhang, Yuqiang Xie, Fang Fang, Yubing Ren, Xuebin Wang, Yanan Cao |
| 2025 | ACL | Dynamic Evaluation with Cognitive Reasoning for Multi-turn Safety of Large Language Models. | Lanxue Zhang, Yanan Cao, Yuqiang Xie, Fang Fang, Yangxi Li |
| 2024 | ICASSP | Sorting, Reasoning, and Extraction: An Easy-to-Hard Reasoning Framework for Document-Level Event Argument Extraction. | Hao Li, Yanan Cao, Yubing Ren, Fang Fang, Lanxue Zhang, Yingjie Li, Shi Wang |
| 2023 | EMNLP | Intra-Event and Inter-Event Dependency-Aware Graph Network for Event Argument Extraction. | Hao Li, Yanan Cao, Yubing Ren, Fang Fang, Lanxue Zhang, Yingjie Li, Shi Wang |
| 2023 | SMC | A New Federated Learning Model for Host Intrusion Detection System Under Non-IID Data. | Wei Guo, Zhiwei Yao, Yongfei Liu, Lanxue Zhang, Liangxiong Li, Tong Li, Bingzhen Wu |