Meng Ma
4 papers · 2019–2022 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (3) π Cross-Pollinator (9) π£ Hot Topic Early Bird π§ Keyword Pioneer
πΊοΈ
Taxonomy Completionist
(13)
π
Trend Setter
Conferences
NIPS (2)
AISTATS (1)
EMNLP (1)
Top co-authors
Keywords
neural network training
(2)
stochastic optimization
(1)
stochastic gradient descent
(1)
nonconvex optimization
(1)
embedding learning
(1)
convergence analysis
(1)
neural network optimization
(1)
efficient computing
(1)
message passing
(1)
variance reduction
(1)
strongly convex
(1)
distributed training
(1)
strongly convex optimization
(1)
weight prediction
(1)
knowledge graph
(1)
convolutional neural network
(1)
filter pruning
(1)
data parallelism
(1)
entity alignment
(1)
graph convolutional network
(1)
Papers
SAPipe: Staleness-Aware Pipeline for Data Parallel DNN Training
NIPS 2022
Adaptive Graph Convolutional Network for Knowledge Graph Entity Alignment
EMNLP 2022
On the Convergence of SARAH and Beyond
AISTATS 2020
Gate Decorator: Global Filter Pruning Method for Accelerating Deep Convolutional Neural Networks
NIPS 2019