Ruicong Yao
5 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(11)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Knowledge & Reasoning
(2)
Application Areas
(2)
Core AI
(2)
Learning Paradigms · Artificial Intelligence
(2)
Learning Types
(2)
Reasoning
(2)
Computer Vision
(1)
Deep Learning
(1)
Generation
(1)
Learning Paradigms · Machine Learning
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
directed acyclic graph
(2)
structural causal model
(2)
federated learning
(2)
image synthesis
(1)
model merging
(1)
causal structure learning
(1)
variance reduction
(1)
weight update
(1)
surrogate model
(1)
sampling method
(1)
identifiability guarantee
(1)
privacy risk
(1)
gradient inversion
(1)
diffusion probabilistic model
(1)
exposure bia
(1)
gradient inversion attack
(1)
mixed-type data
(1)
decentralized learning
(1)
additive noise model
(1)
fid score
(1)
Papers
Guided Model Merging for Hybrid Data Learning: Leveraging Centralized Data to Refine Decentralized Models
WACV 2026
Causal discovery in mixed additive noise models
AISTATS 2025
Differentiable Causal Structure Learning with Identifiability by NOTIME
AISTATS 2025
Alleviating Exposure Bias in Diffusion Models through Sampling with Shifted Time Steps
ICLR 2024
Surrogate Model Extension (SME): A Fast and Accurate Weight Update Attack on Federated Learning
ICML 2023