Jiaqi Zhu

Independent Researcher, Nvidia

Joined

May 2021

Names

Jiaqi Zhu (Preferred)

Emails

****@mail.mcgill.ca (Confirmed)

Personal Links

Homepage

Career & Education History

Independent Researcher

Nvidia (indenpendent.com)

2022 – Present

Master Student

Computer Science, McGill University (mcgill.ca)

2020 – 2022

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Re-evaluating the Advancements of Heterophilic Graph Learning
Sitao Luan, Qincheng Lu, Will Hua, Xinyu Wang, Jiaqi Zhu, Xiao-Wen Chang
- NPGML Poster
- Readers: Everyone
Flexible Diffusion Scopes with Parameterized Laplacian for Heterophilic Graph Learning
Qincheng Lu, Jiaqi Zhu, Sitao Luan, Xiao-Wen Chang
- LoG 2024 Poster
- Readers: Everyone
When Do Graph Neural Networks Help with Node Classification: Investigating the Homophily Principle on Node Distinguishability
Sitao Luan, Chenqing Hua, Minkai Xu, Qincheng Lu, Jiaqi Zhu, Xiao-Wen Chang, Jie Fu, Jure Leskovec, Doina Precup
- 20 Sept 2023 (modified: 20 Sept 2023)
- OpenReview Archive Direct Upload
- Readers: Everyone
When Do Graph Neural Networks Help with Node Classification? Investigating the Homophily Principle on Node Distinguishability
Sitao Luan, Chenqing Hua, Minkai Xu, Qincheng Lu, Jiaqi Zhu, Xiao-Wen Chang, Jie Fu, Jure Leskovec, Doina Precup
- NeurIPS 2023 poster
- Readers: Everyone
Revisiting Heterophily For Graph Neural Networks
Sitao Luan, Chenqing Hua, Qincheng Lu, Jiaqi Zhu, Harry Zhao, Shuyuan Zhang, Xiao-Wen Chang, Doina Precup
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
Is Heterophily A Real Nightmare For Graph Neural Networks on Performing Node Classification?
Sitao Luan, Chenqing Hua, Qincheng Lu, Jiaqi Zhu, Harry Zhao, Shuyuan Zhang, Xiao-Wen Chang, Doina Precup
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Submitted
- Readers: Everyone
Is Heterophily A Real Nightmare For Graph Neural Networks Performing Node Classification?
Sitao Luan, Chenqing Hua, Qincheng Lu, Jiaqi Zhu, Harry Zhao, Shuyuan Zhang, Xiao-Wen Chang, Doina Precup
- 21 May 2021 (modified: 26 May 2025)
- NeurIPS 2021 Submitted
- Readers: Everyone

Jiaqi Zhu

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Re-evaluating the Advancements of Heterophilic Graph Learning

Flexible Diffusion Scopes with Parameterized Laplacian for Heterophilic Graph Learning

When Do Graph Neural Networks Help with Node Classification: Investigating the Homophily Principle on Node Distinguishability

When Do Graph Neural Networks Help with Node Classification? Investigating the Homophily Principle on Node Distinguishability

Revisiting Heterophily For Graph Neural Networks

Is Heterophily A Real Nightmare For Graph Neural Networks on Performing Node Classification?

Is Heterophily A Real Nightmare For Graph Neural Networks Performing Node Classification?

Co-Authors