Get started
Author

Hongzhou Lin

A Universal Catalyst for First-Order Optimization
2015 · Lin, Hongzhou, Mairal, Julien, et al. · arXiv (Cornell University) · 173
PDF
ResNet with one-neuron hidden layers is a Universal Approximator
2018 · Lin, Hongzhou, Jegelka, Stefanie · arXiv (Cornell University) · 156
PDF
Catalyst Acceleration for First-order Convex Optimization: from Theory to Practice
2017 · Lin, Hongzhou, Mairal, Julien, et al. · arXiv (Cornell University) · 97
PDF
Delayed Gradient Averaging: Tolerate the Communication Latency for Federated Learning
2021 · Ligeng Zhu, Hongzhou Lin, et al. · neural information processing systems · 40
Catalyst for Gradient-based Nonconvex Optimization
2018 · Paquette, Courtney, Lin, Hongzhou, et al. · HAL · 21
Catalyst Acceleration for Gradient-Based Non-Convex Optimization
2017 · Paquette, Courtney, Lin, Hongzhou, et al. · arXiv (Cornell University) · 16
PDF
Deep hybrid model with satellite imagery: How to combine demand modeling and computer vision for travel behavior analysis?
2023 · Qingyi Wang, Shenhao Wang, et al. · Transportation Research Part B Methodological · 15
IDEAL: Inexact DEcentralized Accelerated Augmented Lagrangian Method
2020 · Arjevani, Yossi, Bruna, Joan, et al. · arXiv (Cornell University) · 15
PDF
Complexity of Finding Stationary Points of Nonsmooth Nonconvex Functions
2020 · Zhang, Jingzhao, Lin, Hongzhou, et al. · arXiv (Cornell University) · 15
PDF
An Inexact Variable Metric Proximal Point Algorithm for Generic Quasi-Newton Acceleration
2019 · Hongzhou Lin, Julien Mairal, et al. · SIAM Journal on Optimization · 14
PDF
A Universal Catalyst for First-Order Optimization
2015 · Hongzhou Lin, Julien Mairal, et al. · 7
UNDIAL: Self-Distillation with Adjusted Logits for Robust Unlearning in Large Language Models
2025 · Yijiang River Dong, Hongzhou Lin, et al. · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 6
PDF
A Generic Quasi-Newton Algorithm for Faster Gradient-Based Optimization
2017 · Hongzhou Lin, Julien Mairal, et al. · arXiv (Cornell University) · 6
Goedel-Prover: A Frontier Model for Open-Source Automated Theorem Proving
2025 · Lin, Yong, Tang, Shange, et al. · arXiv (Cornell University) · 3
PDF
QuickeNing: A Generic Quasi-Newton Algorithm for Faster Gradient-Based Optimization
2016 · Hongzhou Lin, Julien Mairal, et al. · arXiv (Cornell University) · 3
The Amazon Nova Family of Models: Technical Report and Model Card
2025 · AGI, Amazon, Langford, Aaron, et al. · arXiv (Cornell University) · 2
PDF
Stochastic Optimization with Non-stationary Noise
2020 · Jingzhao Zhang, Hongzhou Lin, et al. · arXiv (Cornell University) · 2
On the Complexity of Minimizing Convex Finite Sums Without Using the Indices of the Individual Functions
2020 · Arjevani, Yossi, Daniely, Amit, et al. · arXiv (Cornell University) · 2
PDF
UNDIAL: Self-Distillation with Adjusted Logits for Robust Unlearning in Large Language Models
2024 · Dong, Yijiang River, Lin, Hongzhou, et al. · arXiv (Cornell University) · 1
PDF
Stochastic Optimization with Non-stationary Noise: The Power of Moment Estimation
2021 · Jingzhao Zhang, Hongzhou Lin, et al. · 1
Perceptual Regularization: Visualizing and Learning Generalizable Representations
2019 · Hongzhou Lin, Joshua Robinson, et al. · 1
A Lean Formalization of the Hamilton--Perelman Proof of Thurston's Geometrization Conjecture
2026 · Liao, Yuan, Qin, Ziyang, et al. · arXiv (Cornell University)
PDF
Humanize Olympiad Agents: A Multi-Session Workflow for Olympiad Problem Solving with Solve, Review, Wiki, Verify
2026 · Zhang, Zhengyang, Xiong, Jing, et al. · arXiv (Cornell University)
PDF
REVES: REvision and VErification--Augmented Training for Test-Time Scaling
2026 · Liu, Yuanxin, Zhou, Ruida, et al. · arXiv (Cornell University)
PDF
Goedel-Architect: Streamlining Formal Theorem Proving with Blueprint Generation and Refinement
2026 · Chung, Jui-Hui, Cai, Ziyang, et al. · arXiv (Cornell University)
PDF
Works count: 37
Citation count: 596
H-index: 10
I10-index: 10
Year
Topic
Type