Yansong Gao
6 papers · 2019–2025 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (18) π Interdisciplinary Bridge π Academic Marathon (6) π Cross-Pollinator (7) π§ Keyword Pioneer
π
Conference Polyglot
(3)
π
Keyword Champion
(2)
β
The Questioner
(2)
Conferences
ICML (3)
IJCAI (2)
NIPS (1)
Top co-authors
Research topics
Keywords
transfer learning
(3)
generative model
(2)
membership inference
(2)
privacy attack
(1)
semi-supervised learning
(1)
variational inference
(1)
bayesian inference
(1)
assignment problem
(1)
optimal transport
(1)
free energy
(1)
information geometry
(1)
diffusion model
(1)
text-to-image model
(1)
welfare maximization
(1)
generalization gap
(1)
text-to-image diffusion
(1)
privacy leakage
(1)
gradient inversion
(1)
conditional likelihood
(1)
memorization estimation
(1)
Papers
Where Does This Data Come From? Enhanced Source Inference Attacks in Federated Learning
IJCAI 2025
Membership Inference on Text-to-Image Diffusion Models via Conditional Likelihood Discrepancy
NIPS 2024
Deep Reference Priors: What is the best way to pretrain a model?
ICML 2022
An Information-Geometric Distance on the Space of Tasks
ICML 2021
A Free-Energy Principle for Representation Learning
ICML 2020
Average-case Analysis of the Assignment Problem with Independent Preferences
IJCAI 2019