Shangyu Chen
6 papers · 2017–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer
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Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
model compression
(5)
neural network quantization
(2)
neural network pruning
(2)
edge deployment
(2)
text-to-image generation
(1)
image alignment
(1)
discrete optimization
(1)
diffusion model
(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)
model personalization
(1)
limited training data
(1)
optimal brain surgeon
(1)
edge device deployment
(1)
neural network
(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
NeurIPS 2020
Cooperative Pruning in Cross-Domain Deep Neural Network Compression
IJCAI 2019
Deep Neural Network Quantization via Layer-Wise Optimization Using Limited Training Data
AAAI 2019
MetaQuant: Learning to Quantize by Learning to Penetrate Non-differentiable Quantization
NeurIPS 2019
Learning to Prune Deep Neural Networks via Layer-wise Optimal Brain Surgeon
NeurIPS 2017