Scholar
Zian Li
Google Scholar ID: EAzTp98AAAAJ
Peking University
Graph Neural Networks
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Homepage
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Citations & Impact
All-time
Citations
38
H-index
3
i10-index
1
Publications
4
Co-authors
5
list available
Contact
Email
zian@stu.pku.edu.cn
GitHub
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Publications
5 items
Rethinking Diffusion Models with Symmetries through Canonicalization with Applications to Molecular Graph Generation
2026
Cited
0
CanvasMAR: Improving Masked Autoregressive Video Generation With Canvas
2025
Cited
0
GeoRecon: Graph-Level Representation Learning for 3D Molecules via Reconstruction-Based Pretraining
2025
Cited
0
Geometric Representation Condition Improves Equivariant Molecule Generation
arXiv.org · 2024
Cited
0
On the Completeness of Invariant Geometric Deep Learning Models
arXiv.org · 2024
Cited
2
Resume (English only)
Academic Achievements
Paper 'Geometric Representation Condition Improves Equivariant Molecule Generation' accepted at ICML 2025 with Spotlight.
Paper 'On the Completeness of Invariant Geometric Deep Learning Models' accepted at ICLR 2025.
Paper 'Is Distance Matrix Enough for Geometric Deep Learning?' accepted at NeurIPS 2023.
National Scholarship for Undergraduate Students in 2020, 2021, and 2022.
Outstanding Student Pioneer Nomination Award, Tianjin University (2021; only 5 nominees university-wide).
First Prize in National Zhou Peiyuan Competition on Mechanics (2021; top ~0.3%).
Meritorious Winner (First Prize) in ICM: Interdisciplinary Contest In Modeling (2021).
Co-authors
5 total
Muhan Zhang
Peking University
Xiyuan Wang
Peking University
Yinan Huang
Georgia Institute of Technology
Xingang Peng
Peking University
Cai Zhou
Massachusetts Institute of Technology
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