Shupeng Gui
6 papers · 2017–2021 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (14) π£ Hot Topic Early Bird π Conference Polyglot (5) π§ Keyword Pioneer π Interdisciplinary Bridge
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(12)
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Trend Setter
Conferences
NIPS (2)
CVPR (1)
ECCV (1)
ICLR (1)
ICML (1)
Top co-authors
Keywords
model compression
(3)
neural network
(2)
neural network pruning
(1)
compressed sensing
(1)
adversarial robustness
(1)
sparse learning
(1)
feature selection
(1)
model robustness
(1)
batch normalization
(1)
network pruning
(1)
adversarial training
(1)
model pruning
(1)
linear programming
(1)
cardinality constraint
(1)
joint optimization
(1)
network compression
(1)
model size reduction
(1)
projected optimization
(1)
accuracy robustness tradeoff
(1)
sparse pruning
(1)
Papers
UMEC: Unified model and embedding compression for efficient recommendation systems
ICLR 2021
Once-for-All Adversarial Training: In-Situ Tradeoff between Robustness and Accuracy for Free
NIPS 2020
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
Model Compression with Adversarial Robustness: A Unified Optimization Framework
NIPS 2019
On The Projection Operator to A Three-view Cardinality Constrained Set
ICML 2017