ruinan Jin
8 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Cross-Pollinator (14) πΊοΈ Taxonomy Completionist (14) π Interdisciplinary Bridge π Conference Polyglot (4)
π
Conference Pioneer
β
The Questioner
Conferences
ICLR (3)
NIPS (3)
ICML (1)
MICCAI (1)
Top co-authors
Keywords
stochastic gradient descent
(1)
zero-shot learning
(1)
few-shot learning
(1)
image generation
(1)
non-convex optimization
(1)
high-dimensional modeling
(1)
medical imaging
(1)
convergence analysis
(1)
bias detection
(1)
generative model
(1)
score function
(1)
diffusion model
(1)
convergence rate
(1)
foundation model
(1)
gradient norm
(1)
latent dimension
(1)
step size
(1)
fairness benchmark
(1)
dimensionality curse
(1)
momentum stochastic gradient descent
(1)
Papers
A Comprehensive Framework for Analyzing the Convergence of Adam: Bridging the Gap with SGD
ICML 2025
Can Textual Gradient Work in Federated Learning?
ICLR 2025
FairMedFM: Fairness Benchmarking for Medical Imaging Foundation Models
NIPS 2024
On Stationary Point Convergence of PPO-Clip
ICLR 2024
Debiased Noise Editing on Foundation Models for Fair Medical Image Classification
MICCAI 2024
Few-Shot Diffusion Models Escape the Curse of Dimensionality
NIPS 2024
On the Convergence of mSGD and AdaGrad for Stochastic Optimization
ICLR 2022
Revisit last-iterate convergence of mSGD under milder requirement on step size
NIPS 2022