Zhuangyan Fang

Researcher, Xiaomi

Joined

September 2020

Names

Zhuangyan Fang (Preferred)

Emails

****@pku.edu.cn (Confirmed)

,

****@xiaomi.com (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

Researcher

Xiaomi (xiaomi.com)

2021 – Present

PhD student

Peking University (pku.edu.cn)

2016 – 2021

Advisors, Relations & Conflicts

No relations added

Expertise

graphical models

Present

causal structure learning

Present

causal inference

Present

Publications

Fairness on Principal Stratum: A New Perspective on Counterfactual Fairness
Haoxuan Li, Zeyu Tang, Zhichao Jiang, Zhuangyan Fang, Yue Liu, Zhi Geng, Kun Zhang
- ICML 2025 poster
- Readers: Everyone
Principle Counterfactual Fairness
Haoxuan Li, Zeyu Tang, Zhichao Jiang, Zhuangyan Fang, Yue Liu, Zhi Geng, Kun Zhang
- Submitted to ICLR 2025
- Readers: Everyone
Rethinking Counterfactual Fairness: On Which Individuals to Enforce, and How?
Haoxuan Li, Chunyuan Zheng, Zhichao Jiang, Zhuangyan Fang, Yue Liu, Zhi Geng, Kun Zhang
- Submitted to ICLR 2024
- Readers: Everyone
Local causal network learning for finding pairs of total and direct effects
Yue Liu, Zhuangyan Fang, Yangbo He, Zhi Geng, Chunchen LIU
- 15 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
A local method for identifying causal relations under Markov equivalence
Zhuangyan Fang, Yue Liu, Zhi Geng, Shengyu Zhu, Yangbo He
- 2022 (modified: 10 Jun 2022)
- Artif. Intell. 2022
- Readers: Everyone
Masked Gradient-Based Causal Structure Learning
Ignavier Ng, Shengyu Zhu, Zhuangyan Fang, Haoyang Li, Zhitang Chen, Jun Wang
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- SDM 2022
- Readers: Everyone
On the Representation of Causal Background Knowledge and its Applications in Causal Inference
Zhuangyan Fang, Ruiqi Zhao, Yue Liu, Yangbo He
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- CoRR 2022
- Readers: Everyone
A Local Method for Identifying Causal Relations under Markov Equivalence
Zhuangyan Fang, Yue Liu, Zhi Geng, Yangbo He
- 2021 (modified: 04 Nov 2022)
- CoRR 2021
- Readers: Everyone
On Low Rank Directed Acyclic Graphs and Causal Structure Learning
Zhuangyan Fang, Shengyu Zhu, Jiji Zhang, Yue Liu, Zhitang Chen, Yangbo He
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone
Low Rank Directed Acyclic Graphs and Causal Structure Learning
Zhuangyan Fang, Shengyu Zhu, Jiji Zhang, Yue Liu, Zhitang Chen, Yangbo He
- 2020 (modified: 21 Feb 2024)
- CoRR 2020
- Readers: Everyone

View all 15 publications

Co-Authors