Shupeng Gui
6 papers · 2017–2021 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Application Areas
(4)
Core AI
(4)
Optimization & Theory · Machine Learning
(3)
Deep Learning
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory · Deep Learning
(2)
Mathematics & Optimization
(1)
Learning Types · Deep Learning
(1)
Optimization
(1)
Keywords
model compression
(4)
feature selection
(2)
neural network
(2)
neural network pruning
(2)
sparse learning
(1)
model robustness
(1)
batch normalization
(1)
network pruning
(1)
adversarial training
(1)
model pruning
(1)
linear programming
(1)
cardinality constraint
(1)
recommendation system
(1)
joint optimization
(1)
network compression
(1)
model size reduction
(1)
projected optimization
(1)
embedding compression
(1)
sparse pruning
(1)
accuracy-robustness trade-off
(1)
Papers
UMEC: Unified model and embedding compression for efficient recommendation systems
ICLR 2021
Automatic Neural Network Compression by Sparsity-Quantization Joint Learning: A Constrained Optimization-Based Approach
CVPR 2020
GAN Slimming: All-in-One GAN Compression by A Unified Optimization Framework
ECCV 2020
Once-for-All Adversarial Training: In-Situ Tradeoff between Robustness and Accuracy for Free
NeurIPS 2020
Model Compression with Adversarial Robustness: A Unified Optimization Framework
NeurIPS 2019
On The Projection Operator to A Three-view Cardinality Constrained Set
ICML 2017