| 2025 | COLING | Generation-Augmented and Embedding Fusion in Document-Level Event Argument Extraction. | Xingjian Lin, Shengfei Lyu, Xin Wang, Qiuju Chen, Huanhuan Chen |
| 2025 | EMNLP | ESGenius: Benchmarking LLMs on Environmental, Social, and Governance (ESG) and Sustainability Knowledge. | Chaoyue He, Xin Zhou, Yi Wu, Xinjia Yu, Yan Zhang, Lei Zhang, Di Wang, Shengfei Lyu, Hong Xu, Xiaoqiao Wang, Wei Liu, Chunyan Miao |
| 2025 | HCI | Report Friendly: An Interface Design for an LLM-Empowered ESG Report Generation System. | Xinjia Yu, Xin Zhou, Shengfei Lyu, Xiaoqiao Wang, Huanhuan Chen, Chunyan Miao |
| 2025 | ICML | Variational Counterfactual Intervention Planning to Achieve Target Outcomes. | Xin Wang, Shengfei Lyu, Chi Luo, Xiren Zhou, Huanhuan Chen |
| 2025 | IJCAI | Enhancing Counterfactual Estimation: A Focus on Temporal Treatments. | Xin Wang, Shengfei Lyu, Kangyang Luo, Lishan Yang, Huanhuan Chen, Chunyan Miao |
| 2024 | ICML | A Dual-module Framework for Counterfactual Estimation over Time. | Xin Wang, Shengfei Lyu, Lishan Yang, Yibing Zhan, Huanhuan Chen |
| 2023 | AIED | A Software Platform for Evaluating Student Essays in Interdisciplinary Learning with Topic Classification Techniques. | Bryan Lim Cheng Yee, Chenyu Hou, Gaoxia Zhu, Fun Siong Lim, Shengfei Lyu, Xiuyi Fan |
| 2021 | ACL | Relation Classification with Entity Type Restriction. | Shengfei Lyu, Huanhuan Chen |