Minhui Huang
Scholar

Minhui Huang

Google Scholar ID: 5j_jAr8AAAAJ
Research Scientist
machine learningoptimization
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
320
 
H-index
9
 
i10-index
9
 
Publications
17
 
Co-authors
10
list available
Contact
Emailmhhuang@meta.com
Publications
7 items
Feed m Birds with One Scone: Accelerating Multi-task Gradient Balancing via Bi-level Optimization
2026
Cited
0
A Single-Loop First-Order Algorithm for Linearly Constrained Bilevel Optimization
2025
Cited
0
MLorc: Momentum Low-rank Compression for Large Language Model Adaptation
2025
Cited
0
On the Convergence Analysis of Muon
2025
Cited
0
Enhancing Embedding Representation Stability in Recommendation Systems with Semantic ID
2025
Cited
0
Hierarchical Structured Neural Network: Efficient Retrieval Scaling for Large Scale Recommendation
2024
Cited
0
Escaping Saddle Points for Nonsmooth Weakly Convex Functions via Perturbed Proximal Algorithms
arXiv.org · 2021
Cited
6
Resume (English only)
Co-authors
10 total
Shiqian Ma
Shiqian Ma
Rice University
Lifeng Lai
Lifeng Lai
Professor, University of California, Davis
Xuxing Chen
Xuxing Chen
Meta
Kaiyi Ji
Kaiyi Ji
Assistant Professor at University at Buffalo
Cong Shen
Cong Shen
Associate Professor, University of Virginia
Kaushik Rangadurai
Kaushik Rangadurai
Researcher at Meta
Krishnakumar Balasubramanian
Krishnakumar Balasubramanian
University of California, Davis
Jiawei Zhang
Jiawei Zhang
MIT