| 2026 | ACL | Discovering a Shared Logical Subspace: Steering LLM Logical Reasoning via Alignment of Natural-Language and Symbolic Views. | Feihao Fang, My T. Thai, Yuanyuan Lei |
| 2026 | ACL | Where Reasoning Breaks: Logic-Aware Path Selection by Controlling Logical Connectives in LLMs Reasoning Chains. | Seunghyun Park, Yuanyuan Lei |
| 2026 | ACL | Knowledge Vector of Logical Reasoning in Large Language Models. | Zixuan Wang, Yuanyuan Lei |
| 2025 | ACL | Multi-document Summarization through Multi-document Event Relation Graph Reasoning in LLMs: a case study in Framing Bias Mitigation. | Yuanyuan Lei, Ruihong Huang |
| 2024 | EMNLP | Boosting Logical Fallacy Reasoning in LLMs via Logical Structure Tree. | Yuanyuan Lei, Ruihong Huang |
| 2024 | EMNLP | Evaluating Gender Bias of LLMs in Making Morality Judgements. | Divij Bajaj, Yuanyuan Lei, Jonathan Tong, Ruihong Huang |
| 2024 | NAACL | Sentence-level Media Bias Analysis with Event Relation Graph. | Yuanyuan Lei, Ruihong Huang |
| 2024 | NAACL | EMONA: Event-level Moral Opinions in News Articles. | Yuanyuan Lei, Md Messal Monem Miah, Ayesha Qamar, Sai Ramana Reddy, Jonathan Tong, Haotian Xu, Ruihong Huang |
| 2024 | NAACL | Polarity Calibration for Opinion Summarization. | Yuanyuan Lei, Kaiqiang Song, Sangwoo Cho, Xiaoyang Wang, Ruihong Huang, Dong Yu |
| 2023 | EMNLP | Discourse Structures Guided Fine-grained Propaganda Identification. | Yuanyuan Lei, Ruihong Huang |
| 2023 | EMNLP | Identifying Conspiracy Theories News based on Event Relation Graph. | Yuanyuan Lei, Ruihong Huang |
| 2022 | EMNLP | Few-Shot (Dis)Agreement Identification in Online Discussions with Regularized and Augmented Meta-Learning. | Yuanyuan Lei, Ruihong Huang |
| 2022 | EMNLP | Sentence-level Media Bias Analysis Informed by Discourse Structures. | Yuanyuan Lei, Ruihong Huang, Lu Wang, Nick Beauchamp |
| 2021 | INFOCOM | Cocktail Edge Caching: Ride Dynamic Trends of Content Popularity with Ensemble Learning. | Tongyu Zong, Chen Li, Yuanyuan Lei, Guangyu Li, Houwei Cao, Yong Liu |