Zhuangyan Fang

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 11

Top Topics

Causal Structure

Conditional Independence

Structure Learning

Top Venues

Publications

Zhuangyan Fang, Shengyu Zhu, Jiji Zhang, Yue Liu, Zhitang Chen, Yangbo He
On Low-Rank Directed Acyclic Graphs and Causal Structure Learning. IEEE Trans. Neural Networks Learn. Syst. 35 (4) (2024)
Zhuangyan Fang, Yue Liu, Zhi Geng, Shengyu Zhu, Yangbo He
A local method for identifying causal relations under Markov equivalence. Artif. Intell. 305 (2022)
Zhuangyan Fang, Ruiqi Zhao, Yue Liu, Yangbo He
On the Representation of Causal Background Knowledge and its Applications in Causal Inference. CoRR (2022)
Ignavier Ng, Shengyu Zhu, Zhuangyan Fang, Haoyang Li, Zhitang Chen, Jun Wang
Masked Gradient-Based Causal Structure Learning. SDM (2022)
Zhuangyan Fang, Yue Liu, Zhi Geng, Yangbo He
A Local Method for Identifying Causal Relations under Markov Equivalence. CoRR (2021)
Yue Liu, Zhuangyan Fang, Yangbo He, Zhi Geng
Collapsible IDA: Collapsing Parental Sets for Locally Estimating Possible Causal Effects. UAI (2020)
Yue Liu, Zhuangyan Fang, Yangbo He, Zhi Geng, Chunchen Liu
Local Causal Network Learning for Finding Pairs of Total and Direct Effects. J. Mach. Learn. Res. 21 (2020)
Zhuangyan Fang, Shengyu Zhu, Jiji Zhang, Yue Liu, Zhitang Chen, Yangbo He
Low Rank Directed Acyclic Graphs and Causal Structure Learning. CoRR (2020)
Zhuangyan Fang, Yangbo He
IDA with Background Knowledge. UAI (2020)
Ignavier Ng, Zhuangyan Fang, Shengyu Zhu, Zhitang Chen
Masked Gradient-Based Causal Structure Learning. CoRR (2019)
Ignavier Ng, Shengyu Zhu, Zhitang Chen, Zhuangyan Fang
A Graph Autoencoder Approach to Causal Structure Learning. CoRR (2019)