Liu Ziyin
17 papers
· 2020–2025
· 3 conferences
· across top CS/AI conferences
Achievements
πΊοΈ
Taxonomy Completionist
(25)
π§
Keyword Pioneer
π
Conference Polyglot
(3)
π
Academic Marathon
(5)
π
Cross-Pollinator
(8)
π
Interdisciplinary Bridge
π
Triple Crown
β‘
Prolific Year
(5)
π
Century Club
(17)
β
The Questioner
π₯
Unstoppable
(6)
Conferences
ICML (7)
ICLR (6)
NIPS (4)
Top co-authors
Keywords
stochastic gradient descent
(4)
escape rate
(2)
neural network optimization
(2)
representation learning
(2)
learning rate
(1)
embedding learning
(1)
feature selection
(1)
weight decay
(1)
optimization theory
(1)
stationary distribution
(1)
learning dynamics
(1)
latent variable model
(1)
inductive bia
(1)
hessian eigenvalue
(1)
implicit bia
(1)
variational autoencoder
(1)
self-supervised learning
(1)
stochastic differential equation
(1)
contrastive learning
(1)
neural network compression
(1)
Papers
spred: Solving L1 Penalty with SGD
ICML 2023
Strength of Minibatch Noise in SGD
ICLR 2022
Power-Law Escape Rate of SGD
ICML 2022
SGD Can Converge to Local Maxima
ICLR 2022
Exact Solutions of a Deep Linear Network
NIPS 2022