Ray T. Chen
3 papers · 2021–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(16)
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Hot Topic Early Bird
Venues
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Research topics
Deep Learning
(3)
Machine Learning
(3)
Optimization & Theory · Machine Learning
(3)
Application Areas
(2)
Architectures
(2)
Optimization & Theory · Deep Learning
(2)
Artificial Intelligence
(1)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Core AI
(1)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization
(1)
Science
(1)
Keywords
model compression
(1)
neural network optimization
(1)
progressive learning
(1)
sparse optimization
(1)
memory efficiency
(1)
partial differential equation
(1)
operator learning
(1)
zeroth-order optimization
(1)
edge deployment
(1)
scientific computing
(1)
neural operator
(1)
electromagnetic simulation
(1)
photonic device
(1)
high-fidelity prediction
(1)
optical neural network
(1)
power efficiency
(1)
in situ generation
(1)
on-chip learning
(1)
backpropagation-free learning
(1)
power-aware optimization
(1)
Papers
PACE: Pacing Operator Learning to Accurate Optical Field Simulation for Complicated Photonic Devices
NeurIPS 2024
Efficient On-Chip Learning for Optical Neural Networks Through Power-Aware Sparse Zeroth-Order Optimization
AAAI 2021
Towards Memory-Efficient Neural Networks via Multi-Level In Situ Generation
ICCV 2021