Shangyu Chen
6 papers · 2017–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (4) π Academic Marathon (8) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Conference Pioneer
Conferences
NIPS (3)
AAAI (1)
ICLR (1)
IJCAI (1)
Top co-authors
Keywords
model compression
(5)
neural network pruning
(2)
edge deployment
(2)
neural network quantization
(2)
discrete optimization
(1)
alternating direction method of multiplier
(1)
edge computing
(1)
straight-through estimator
(1)
layer-wise pruning
(1)
weight quantization
(1)
channel pruning
(1)
layer-wise optimization
(1)
limited training datum
(1)
optimal brain surgeon
(1)
edge device deployment
(1)
neural network
(1)
storage efficiency
(1)
alternative direction method of multiplier
(1)
second-order derivative
(1)
cooperative pruning
(1)
Papers
PaRa: Personalizing Text-to-Image Diffusion via Parameter Rank Reduction
ICLR 2025
Storage Efficient and Dynamic Flexible Runtime Channel Pruning via Deep Reinforcement Learning
NIPS 2020
MetaQuant: Learning to Quantize by Learning to Penetrate Non-differentiable Quantization
NIPS 2019
Deep Neural Network Quantization via Layer-Wise Optimization Using Limited Training Data
AAAI 2019
Cooperative Pruning in Cross-Domain Deep Neural Network Compression
IJCAI 2019
Learning to Prune Deep Neural Networks via Layer-wise Optimal Brain Surgeon
NIPS 2017