Rui Ding

Joined

July 2019

Names

Rui Ding (Preferred)

Emails

****@microsoft.com (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

Researcher

Microsoft, Microsoft (microsoft.com)

2010 – 2025

Advisors, Relations & Conflicts

Coauthor

2010 – 2014

Expertise

Supervised Causal Learning

2020 – 2024

Causal Discovery

2016 – 2024

Publications

Generalization of RLVR Using Causal Reasoning as a Testbed
Brian Lu, Hongyu Zhao, Shuo Sun, Hao Peng, Rui Ding, Hongyuan Mei
- ICLR 2026 Poster
- Readers: Everyone
Test Time Training for Supervised Causal Learning
Zizhen Deng, Jiaru Zhang, Rui Ding, Huang Bojun, Jinzhuo Wang, Qiang Fu, Shi Han, Dongmei Zhang
- Submitted to ICLR 2026
- Readers: Everyone
Learning Identifiable Structures Helps Avoid Bias in DNN-based Supervised Causal Learning
Jiaru Zhang, Rui Ding, Qiang Fu, Huang Bojun, zizhen Deng, Yang Hua, Haibing Guan, Shi Han, Dongmei Zhang
- AISTATS 2025 Poster
- Readers: Everyone
Test-Time Learning of Causal Structure from Interventional Data
Wei Chen, Rui Ding, Huang Bojun, Yuxuan Liang, Yang Zhang, Qiang Fu, Shi Han, Dongmei Zhang
- Submitted to ICLR 2025
- Readers: Everyone
Learning Identifiable Causal Structures with Pairwise Representation
Jiaru Zhang, Rui Ding, Qiang Fu, Yang Hua, Haibing Guan, Shi Han, Dongmei Zhang
- Submitted to ICLR 2024
- Readers: Everyone
XInsight: eXplainable Data Analysis Through The Lens of Causality
Pingchuan Ma, Rui Ding, Shuai Wang, Shi Han, Dongmei Zhang
- 2022 (modified: 09 Jan 2023)
- CoRR 2022
- Readers: Everyone
ML4S: Learning Causal Skeleton from Vicinal Graphs
Pingchuan Ma, Rui Ding, Haoyue Dai, Yuanyuan Jiang, Shuai Wang, Shi Han, Dongmei Zhang
- 2022 (modified: 09 Jan 2023)
- KDD 2022
- Readers: Everyone
pureGAM: Learning an Inherently Pure Additive Model
Xingzhi Sun, Ziyu Wang, Rui Ding, Shi Han, Dongmei Zhang
- 2022 (modified: 17 Apr 2023)
- KDD 2022
- Readers: Everyone
ML4C: Seeing Causality Through Latent Vicinity
Haoyue Dai, Rui Ding, Yuanyuan Jiang, Shi Han, Dongmei Zhang
- 21 May 2021 (modified: 26 May 2025)
- NeurIPS 2021 Submitted
- Readers: Everyone
MetaInsight: Automatic Discovery of Structured Knowledge for Exploratory Data Analysis
Pingchuan Ma, Rui Ding, Shi Han, Dongmei Zhang
- 2021 (modified: 09 Jan 2023)
- SIGMOD Conference 2021
- Readers: Everyone

View all 18 publications

Co-Authors

View all 41 co-authors