Yuyang Shi
9 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (5) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (13)
🌈
Renaissance Researcher
(7)
🗺️
Taxonomy Completionist
(24)
❓
The Questioner
Conferences
AISTATS (3)
JMLR (2)
NIPS (2)
ACL (1)
UAI (1)
Top co-authors
Keywords
variational inference
(3)
diffusion model
(2)
stochastic gradient descent
(1)
online learning
(1)
high-dimensional statistics
(1)
decision making
(1)
robust classification
(1)
linear discriminant analysis
(1)
code generation
(1)
adversarial training
(1)
optimal transport
(1)
image super-resolution
(1)
importance sampling
(1)
state estimation
(1)
benchmark evaluation
(1)
reconstruction error
(1)
parameter learning
(1)
learning to learn
(1)
bilevel optimization
(1)
representation learning
(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
Pivotal Estimation of Linear Discriminant Analysis in High Dimensions
JMLR 2023
Diffusion Schrödinger Bridge Matching
NIPS 2023
Conditional simulation using diffusion Schrödinger bridges
UAI 2022
On PAC-Bayesian reconstruction guarantees for VAEs
AISTATS 2022
On Multilevel Monte Carlo Unbiased Gradient Estimation for Deep Latent Variable Models
AISTATS 2021
Learning to Defend by Learning to Attack
AISTATS 2021
Online Variational Filtering and Parameter Learning
NIPS 2021