CHUAN XU
4 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (4) 🏃 Academic Marathon (5) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
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The Questioner
Conferences
AAAI (1)
AISTATS (1)
NIPS (1)
UAI (1)
Top co-authors
Research topics
Keywords
federated learning
(2)
decentralized optimization
(1)
distributed training
(1)
regression task
(1)
privacy leakage
(1)
communication optimization
(1)
network throughput
(1)
communication topology
(1)
gradient method
(1)
reconstruction attack
(1)
attribute inference attack
(1)
client dataset
(1)
topology design
(1)
max-plus linear system
(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
Throughput-Optimal Topology Design for Cross-Silo Federated Learning
NIPS 2020
Decentralized gradient methods: does topology matter?
AISTATS 2020