CHUAN XU
4 papers · 2020–2025 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Hot Topic Early Bird
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The Questioner
Venues
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(2)
Security & Privacy
(2)
Learning Paradigms · Machine Learning
(2)
Learning Paradigms · Artificial Intelligence
(2)
Optimization & Theory
(2)
Privacy
(2)
Computer Science
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Core Methods
(1)
Differential Privacy
(1)
Learning Types
(1)
Optimization
(1)
Systems
(1)
Keywords
federated learning
(3)
privacy attack
(1)
decentralized optimization
(1)
distributed training
(1)
regression task
(1)
privacy leakage
(1)
communication optimization
(1)
network throughput
(1)
communication topology
(1)
gradient method
(1)
classification task
(1)
reconstruction attack
(1)
attribute inference attack
(1)
client dataset
(1)
topology design
(1)
data reconstruction attack
(1)
max-plus linear system
(1)
malicious server
(1)
Papers
Attribute Inference Attacks for Federated Regression Tasks
AAAI 2025
Cutting Through Privacy: A Hyperplane-Based Data Reconstruction Attack in Federated Learning
UAI 2025
Decentralized gradient methods: does topology matter?
AISTATS 2020
Throughput-Optimal Topology Design for Cross-Silo Federated Learning
NeurIPS 2020