Yuyang Shi
9 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(24)
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The Questioner
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Deep Learning
(7)
Machine Learning
(7)
Models
(7)
Optimization & Theory
(7)
Artificial Intelligence
(2)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Core Methods
(2)
Learning Types
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Applications
(1)
Architectures
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Keywords
variational inference
(3)
diffusion model
(2)
variational autoencoder
(2)
stochastic gradient descent
(1)
high-dimensional statistics
(1)
decision making
(1)
online learning
(1)
robust classification
(1)
code generation
(1)
adversarial training
(1)
reconstruction error
(1)
image super-resolution
(1)
importance sampling
(1)
state estimation
(1)
linear discriminant analysis
(1)
optimal transport
(1)
parameter learning
(1)
learning to learn
(1)
bilevel optimization
(1)
benchmark evaluation
(1)
Papers
Large Language Models for Predictive Analysis: How Far Are They?
ACL 2025
Alpha-divergence Variational Inference Meets Importance Weighted Auto-Encoders: Methodology and Asymptotics
JMLR 2023
Diffusion Schrödinger Bridge Matching
NeurIPS 2023
Pivotal Estimation of Linear Discriminant Analysis in High Dimensions
JMLR 2023
Conditional simulation using diffusion Schrödinger bridges
UAI 2022
On PAC-Bayesian reconstruction guarantees for VAEs
AISTATS 2022
Learning to Defend by Learning to Attack
AISTATS 2021
Online Variational Filtering and Parameter Learning
NeurIPS 2021
On Multilevel Monte Carlo Unbiased Gradient Estimation for Deep Latent Variable Models
AISTATS 2021