Nonlinear Causal Discovery in Time Series. - Tianhao Wu; Xingyu Wu; Xin Wang 179; Shikang Liu; Huanhuan Chen (CIKM, 2022)

Generalization Bounds for Estimating Causal Effects of Continuous Treatments. - Xin Wang 179; Shengfei Lyu; Xingyu Wu; Tianhao Wu; Huanhuan Chen (NeurIPS, 2022)

Domain knowledge-enhanced variable selection for biomedical data analysis. - Xingyu Wu; Zhenchao Tao; Bingbing Jiang 001; Tianhao Wu; Xin Wang 179; Huanhuan Chen (Inf. Sci., 2022)

Dynamic Link Prediction for Discovery of New Impactful COVID-19 Research Approaches. - Xiangyu Wang 016; Yuan Li; Taiyu Ban; Jiarun Zhu; Lyuzhou Chen; Muhammad Usman; Xin Wang 179; Huanhuan Chen; Xiaomei Chen; Cyril Leung; Chunyan Miao (IEEE J. Biomed. Health Informatics, 2022)

Knowledge Extraction From National Standards for Natural Resources: A Method for Multi-Domain Texts. - Taiyu Ban; Xiangyu Wang 016; Xin Wang 179; Jiarun Zhu; Lvzhou Chen; Yizhan Fan (J. Database Manag., 2023)

Temporal knowledge graph embedding via sparse transfer matrix. - Xin Wang 179; Shengfei Lyu; Xiangyu Wang 016; Xingyu Wu; Huanhuan Chen (Inf. Sci., 2023)

A Dual-module Framework for Counterfactual Estimation over Time. - Xin Wang 179; Shengfei Lyu; Lishan Yang; Yibing Zhan; Huanhuan Chen (ICML, 2024)

Differentiable Structure Learning with Partial Orders. - Taiyu Ban; Lyuzhou Chen; Xiangyu Wang 016; Xin Wang 179; Derui Lyu; Huanhuan Chen (NeurIPS, 2024)

Generation-Augmented and Embedding Fusion in Document-Level Event Argument Extraction. - Xingjian Lin; Shengfei Lyu; Xin Wang 179; Qiuju Chen; Huanhuan Chen (COLING, 2025)

Event extraction based on self-data augmentation with large language models. - Lishan Yang; Xi Fan; Xiangyu Wang 016; Xin Wang 179; Qiuju Chen (Memetic Comput., 2025)