Chenghao Feng
4 papers · 2021–2022 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🗺️
Taxonomy Completionist
(11)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
optical neural network
(2)
on-chip learning
(2)
efficient computing
(1)
sparse optimization
(1)
memory efficiency
(1)
physics-informed neural network
(1)
zeroth-order optimization
(1)
edge deployment
(1)
neural operator
(1)
power efficiency
(1)
in situ generation
(1)
backpropagation-free learning
(1)
subspace optimization
(1)
power-aware optimization
(1)
photonic chip
(1)
in-situ training
(1)
photonic device simulation
(1)
parametric simulation
(1)
model compression
(1)
maxwell equation
(1)
Papers
NeurOLight: A Physics-Agnostic Neural Operator Enabling Parametric Photonic Device Simulation
NeurIPS 2022
Efficient On-Chip Learning for Optical Neural Networks Through Power-Aware Sparse Zeroth-Order Optimization
AAAI 2021
L2ight: Enabling On-Chip Learning for Optical Neural Networks via Efficient in-situ Subspace Optimization
NeurIPS 2021
Towards Memory-Efficient Neural Networks via Multi-Level In Situ Generation
ICCV 2021