| 2026 | ACL | Graph-Based Chain-of-Thought Pruning for Reducing Redundant Reflections in Reasoning LLMs. | Hongyuan Yuan, Xinran He, Run Shao, Bolei He, Xianwei Xue, Mengke Chen, Qiutong Pan, Haiwei Wang, Haifeng Li |
| 2025 | ACL | RISE: Reasoning Enhancement via Iterative Self-Exploration in Multi-hop Question Answering. | Bolei He, Xinran He, Mengke Chen, Xianwei Xue, Ying Zhu, Zhen-Hua Ling |
| 2025 | EMNLP | Select to Know: An Internal-External Knowledge Self-Selection Framework for Domain-Specific Question Answering. | Bolei He, Xinran He, Run Shao, Shanfu Shu, Xianwei Xue, Mingquan Cheng, Haifeng Li, Zhen-Hua Ling |
| 2024 | EMNLP | Retrieving, Rethinking and Revising: The Chain-of-Verification Can Improve Retrieval Augmented Generation. | Bolei He, Nuo Chen, Xinran He, Lingyong Yan, Zhenkai Wei, Jinchang Luo, Zhen-Hua Ling |
| 2020 | ACL | SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment Analysis. | Hao Tian, Can Gao, Xinyan Xiao, Hao Liu, Bolei He, Hua Wu, Haifeng Wang, Feng Wu |
| 2020 | EMNLP | Diversified Multiple Instance Learning for Document-Level Multi-Aspect Sentiment Classification. | Yunjie Ji, Hao Liu, Bolei He, Xinyan Xiao, Hua Wu, Yanhua Yu |
| 2019 | EMNLP | Enhancing Local Feature Extraction with Global Representation for Neural Text Classification. | Guocheng Niu, Hengru Xu, Bolei He, Xinyan Xiao, Hua Wu, Sheng Gao |