Publications

Peiwen Li, Menghua Wu (2024). Learning to refine domain knowledge for biological network inference. 38th NeurIPS 2024 Workshop on AI for New Drug Modalities (AIDrugX).

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Peiwen Li, Xin Wang, Zeyang Zhang, Linxin Xiao, Yang Li, Wenwu Zhu (2024). CaLMol: Disentangled Causal Graph LLM for Molecular Relational Learning. In Submission.

Peiwen Li, Xin Wang, Zeyang Zhang, Yijian Qin, Ziwei Zhang, Jialong Wang, Yang Li, Wenwu Zhu (2024). Causal-Aware Graph Neural Architecture Search under Distribution Shifts. arXiv.

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Peiwen Li, Xin Wang, Zeyang Zhang, Yuan Meng, Fang Shen, Yue Li, Jialong Wang, Yang Li, Wenwu Zhu (2024). RealTCD: Temporal Causal Discovery from Interventional Data with Large Language Model. Proceedings of the 33nd ACM International Conference on Information and Knowledge Management.

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Peiwen Li, Yuan Meng, Xin Wang, Fang Shen, Yue Li, Jialong Wang, Wenwu Zhu (2023). Causal Discovery in Temporal Domain from Interventional Data. Proceedings of the 32nd ACM International Conference on Information and Knowledge Management.

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