Ernest K. Ryu
12 papers · 2022–2025 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+5 more ↓ Show less ↑
π Cross-Pollinator (5) πΊοΈ Taxonomy Completionist (20) π Interdisciplinary Bridge π§ Keyword Pioneer π Renaissance Researcher (6)
π
Conference Polyglot
(5)
π
Triple Crown
π
Century Club
(12)
β‘
Prolific Year
(6)
ποΈ
Keyword Collector
(50)
Conferences
ICML (5)
ICLR (3)
NIPS (2)
AISTATS (1)
JMLR (1)
Top co-authors
Keywords
first-order optimization
(2)
convergence rate
(2)
adversarial robustness
(1)
image restoration
(1)
convex optimization
(1)
uncertainty quantification
(1)
convergence analysis
(1)
algorithm design
(1)
image editing
(1)
distributed optimization
(1)
minimax optimization
(1)
numerical optimization
(1)
constrained optimization
(1)
continuous optimization
(1)
gradient descent
(1)
video generation
(1)
accelerated gradient
(1)
complexity bound
(1)
implicit neural representation
(1)
image generation
(1)
Papers
LoRA Training Provably Converges to a Low-Rank Global Minimum Or It Fails Loudly (But it Probably Wonβt Fail)
ICML 2025
Encryption-Friendly LLM Architecture
ICLR 2025
Optimal Non-Asymptotic Rates of Value Iteration for Average-Reward Markov Decision Processes
ICLR 2025
Optimization Algorithm Design via Electric Circuits
NIPS 2024
Gradient-free Decoder Inversion in Latent Diffusion Models
NIPS 2024
Image Clustering Conditioned on Text Criteria
ICLR 2024
LoRA Training in the NTK Regime has No Spurious Local Minima
ICML 2024
Optimal Acceleration for Minimax and Fixed-Point Problems is Not Unique
ICML 2024
Optimal First-Order Algorithms as a Function of Inequalities
JMLR 2024
Rotation and Translation Invariant Representation Learning with Implicit Neural Representations
ICML 2023
Accelerated Infeasibility Detection of Constrained Optimization and Fixed-Point Iterations
ICML 2023
Robust Probabilistic Time Series Forecasting
AISTATS 2022