| 2026 | ACL | Thought-Action Graph Reasoning: Faithful and Efficient Reasoning of Large Language Models via Reusing Past Experience. | Zhixiao Qi, Feng Huang, Yunqi Zhang, Shijie Zhang, Qingqing Sun, Yongfeng Huang, Minghu Jiang, Shuai Chen, Tianyi Zhang |
| 2025 | AAAI | Training with "Paraphrasing the Original Text" Teaches LLM to Better Retrieve in Long-Context Tasks. | Yijiong Yu, Yongfeng Huang, Zhixiao Qi, Zhe Zhou |
| 2025 | CogSci | Integrating Textual and Emotional Dynamics for Accurate Detection of Mental Health Disorders in Social Media. | Jiajun Zou, Zhixiao Qi, Jinshuai Yang, Zhechen Wei, Congqi Wang, Shizhong Yang, Minghu Jiang, Yongfeng Huang |
| 2025 | EMNLP | Long-context Language Models Fail in Basic Retrieval Tasks Without Sufficient Reasoning Steps. | Yijiong Yu, Zhixiao Qi, Yongfeng Huang, Wei Wang, Weifeng Liu, Ran Chen, Ji Pei |
| 2023 | ICONIP | A Three-Stage Framework for Event-Event Relation Extraction with Large Language Model. | Feng Huang, Qiang Huang, Yuetong Zhao, Zhixiao Qi, Bingkun Wang, Yongfeng Huang, Songbin Li |