David Pan
3 papers · 2021–2023 · 1 conference · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
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Taxonomy Completionist
(10)
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Keyword Pioneer
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Hot Topic Early Bird
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Cross-Pollinator
(14)
Conferences
NIPS (3)
Top co-authors
Keywords
model compression
(1)
neural network optimization
(1)
efficient computing
(1)
physics-informed neural network
(1)
neural operator
(1)
model efficiency
(1)
layer normalization
(1)
optical neural network
(1)
on-chip learning
(1)
subspace optimization
(1)
pre-ln transformer
(1)
photonic chip
(1)
in-situ training
(1)
photonic device simulation
(1)
parametric simulation
(1)
maxwell equation
(1)
Papers
Pre-RMSNorm and Pre-CRMSNorm Transformers: Equivalent and Efficient Pre-LN Transformers
NIPS 2023
NeurOLight: A Physics-Agnostic Neural Operator Enabling Parametric Photonic Device Simulation
NIPS 2022
L2ight: Enabling On-Chip Learning for Optical Neural Networks via Efficient in-situ Subspace Optimization
NIPS 2021