Fanghui Liu
Scholar

Fanghui Liu

Google Scholar ID: AKxBgssAAAAJ
Assistant Professor, University of Warwick
Foundations of Modern ML
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Citations & Impact
All-time
Citations
1,071
 
H-index
17
 
i10-index
31
 
Publications
20
 
Co-authors
9
list available
Contact
No contact links provided.
Publications
8 items
LeanMarathon: Toward Reliable AI Co-Mathematicians through Long-Horizon Lean Autoformalization
2026
Cited
0
Shallow ReLU$^s$ Networks in $L^p$-Type and Sobolev Spaces: Approximation and Path-Norm Controlled Generalization
2026
Cited
0
How does feature learning reshape the function space?
2026
Cited
0
Statistical Learning Theory in Lean 4: Empirical Processes from Scratch
2026
Cited
0
DAG-Math: Graph-Guided Mathematical Reasoning in LLMs
2025
Cited
0
One-step full gradient suffices for low-rank fine-tuning, provably and efficiently
2025
Cited
0
Re-examining Double Descent and Scaling Laws under Norm-based Capacity via Deterministic Equivalence
2025
Cited
0
Benign overfitting in Fixed Dimension via Physics-Informed Learning with Smooth Inductive Bias
arXiv.org · 2024
Cited
0
Resume (English only)
Co-authors
9 total
Xiaolin Huang
Xiaolin Huang
Professor, Shanghai Jiao Tong University
Volkan Cevher
Volkan Cevher
Associate Professor, LIONS, EPFL. Amazon Scholar (AGI Foundations).
Johan Suykens
Johan Suykens
Professor, KU Leuven
Grigorios G. Chrysos
Grigorios G. Chrysos
Assistant Professor at University of Wisconsin-Madison
Yudong Chen
Yudong Chen
Associate Professor, University of Wisconsin-Madison
Zhenyu Liao
Zhenyu Liao
Huazhong University of Science and Technology
Yiping Lu
Yiping Lu
Assistant Professor, Northwestern University
Taiji Suzuki
Taiji Suzuki
The University of Tokyo