Scholar
Yongyi Yang
Google Scholar ID: EmL0jD0AAAAJ
University of Michigan
Machine learning
Graph neural networks
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Citations & Impact
All-time
Citations
327
H-index
10
i10-index
10
Publications
15
Co-authors
19
list available
Contact
GitHub
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Publications
11 items
SNIP: An Adaptive Mixed Precision Framework for Subbyte Large Language Model Training
2026
Cited
0
mHC-lite: You Don't Need 20 Sinkhorn-Knopp Iterations
arXiv.org · 2026
Cited
1
An Equivariance Toolbox for Learning Dynamics
2025
Cited
0
Topological Invariance and Breakdown in Learning
2025
Cited
0
Provable Low-Frequency Bias of In-Context Learning of Representations
2025
Cited
0
New Evidence of the Two-Phase Learning Dynamics of Neural Networks
2025
Cited
0
RaanA: A Fast, Flexible, and Data-Efficient Post-Training Quantization Algorithm
arXiv.org · 2025
Cited
2
On the Cone Effect in the Learning Dynamics
2025
Cited
0
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Resume (English only)
Academic Achievements
Published at ICLR 2025: 'In-Context Learning of Representations'
Published at ICLR 2025: 'Swing-by Dynamics in Concept Learning and Compositional Generalization'
Published at SIGMOD 2025: 'Practical and Asymptotically Optimal Quantization of High-Dimensional Vectors...'
Published at NeurIPS 2023: 'Going Beyond Linear Mode Connectivity...'
Published at ICML 2023: 'Are Neurons Actually Collapsed?...'
Published two papers at NeurIPS 2022: 'Descent Steps of a Relation-Aware Energy...' and 'Transformers from an Optimization Perspective'
Published at ICLR 2022: 'Why Propagate Alone?...'
Published at ICML 2021 (long talk): 'Graph Neural Networks Inspired by Classical Iterative Algorithms'
Published in JMLR vol. 26 (2025): 'Implicit vs Unfolded Graph Neural Networks'
Multiple arXiv preprints on deep learning theory, quantization, and graph neural networks
Co-authors
19 total
David Wipf
Principal Research Scientist, Amazon Web Services
Wei Hu
Assistant Professor of Computer Science and Engineering, University of Michigan
Zengfeng Huang
Fudan University
Zheng Zhang
Professor of Computer Science and Engineering, NYU Shanghai; Director, Amazon Shanghai AI Lab
Co-author 5
Hidenori Tanaka
Group Leader, CBS-NTT Physics of Intelligence Program, Harvard University
Zhewei Wei
Renmin University of China
Co-author 8
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