Xichen Guo

According to our database, Xichen Guo authored at least 4 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

A Recursive Decomposition Framework for Causal Structure Learning in the Presence of Latent Variables.

Zheng Li, Feng Xie, Shenglan Nie, Xichen Guo, Ruxin Wang, Hao Zhang

CoRR, May, 2026

2025

Local Learning for Covariate Selection in Nonparametric Causal Effect Estimation with Latent Variables.

Zheng Li, Xichen Guo, Feng Xie, Yan Zeng, Hao Helen Zhang, Zhi Geng

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Data-Driven Selection of Instrumental Variables for Additive Nonlinear, Constant Effects Models.

Xichen Guo, Feng Xie, Yan Zeng, Hao Zhang, Zhi Geng

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Testability of Instrumental Variables in Additive Nonlinear, Non-Constant Effects Models.

Xichen Guo, Zheng Li, Biwei Huang, Yan Zeng, Zhi Geng, Feng Xie

CoRR, 2024