Hao Yuan

Joined

October 2017

Names

Hao Yuan

Emails

****@wsu.edu (Confirmed)

,

****@tamu.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Texas A&M (tamu.edu)

2020 – 2021

PhD student

Washington State University, Pullman (wsu.edu)

2017 – 2019

Advisors, Relations & Conflicts

PhD Advisor

2017 – 2021

Expertise

deep learning

2017 – 2020

interpretation

2017 – 2020

graph neural networks

2017 – 2020

Publications

FlowX: Towards Explainable Graph Neural Networks via Message Flows
Shurui Gui, Hao Yuan, Jie Wang, Qicheng Lao, Kang Li, Shuiwang Ji
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Submitted
- Readers: Everyone
Fast Quantum Property Prediction via Deeper 2D and 3D Graph Networks
Meng Liu, Cong Fu, Xuan Zhang, Limei Wang, Yaochen Xie, Hao Yuan, Youzhi Luo, Zhao Xu, Shenglong Xu, Shuiwang Ji
- Published: 22 Oct 2021, Last Modified: 12 Oct 2025
- NeurIPS-AI4Science Poster
- Readers: Everyone
Interpreting image classifiers by generating discrete masks
Hao Yuan, Lei Cai, Xia Hu, Jie Wang, Shuiwang Ji
- 14 May 2021 (modified: 01 Jun 2022)
- OpenReview Archive Direct Upload
- Readers: Everyone
Explainability in Graph Neural Networks: A Taxonomic Survey
Hao Yuan, Haiyang Yu, Shurui Gui, Shuiwang Ji
- 14 May 2021
- OpenReview Archive Direct Upload
- Readers: Everyone
On explainability of graph neural networks via subgraph explorations
Hao Yuan, Haiyang Yu, Jie Wang, Kang Li, Shuiwang Ji
- 14 May 2021
- OpenReview Archive Direct Upload
- Readers: Everyone
Interpreting deep models for text analysis via optimization and regularization methods
Hao Yuan, Yongjun Chen, Xia Hu, Shuiwang Ji
- 14 May 2021 (modified: 13 Jan 2023)
- OpenReview Archive Direct Upload
- Readers: Everyone
XGNN: Towards model-level explanations of graph neural networks
Hao Yuan, Jiliang Tang, Xia Hu, Shuiwang Ji
- 14 May 2021
- OpenReview Archive Direct Upload
- Readers: Everyone
XFake: Explainable Fake News Detector with Visualizations
Fan Yang, Shiva K. Pentyala, Sina Mohseni, Mengnan Du, Hao Yuan, Rhema Linder, Eric D. Ragan, Shuiwang Ji, Xia (Ben) Hu
- 2019 (modified: 12 Nov 2022)
- WWW 2019
- Readers: Everyone

Co-Authors