Wen Xia
3 papers · 2022–2026 · 2 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (2) π Cross-Pollinator (3) π Renaissance Researcher (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(12)
Conferences
AAAI (2)
OSDI (1)
Top co-authors
Keywords
model compression
(1)
federated learning
(1)
communication efficiency
(1)
convolutional neural network
(1)
gradient compression
(1)
communication compression
(1)
mixture of expert
(1)
stochastic quantization
(1)
persistent memory
(1)
persistent memory file system
(1)
metadata management
(1)
crash consistency
(1)
file system
(1)
checksum protection
(1)
communication cost
(1)
convolution neural network
(1)
gradient sparsification
(1)
expert parallelism
(1)
metadata journaling
(1)
write-once semantics
(1)
Papers
RCMoE: A Communication-Efficient Random Compression Framework for Resource-Constrained Mixture-of-Experts Training
AAAI 2026
Fast and Synchronous Crash Consistency with Metadata Write-Once File System
OSDI 2025
SmartIdx: Reducing Communication Cost in Federated Learning by Exploiting the CNNs Structures
AAAI 2022