Hanqing Zhu
5 papers · 2021–2024 · 2 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (2) π Cross-Pollinator (6) π Renaissance Researcher (5) π Interdisciplinary Bridge
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Taxonomy Completionist
(20)
π£
Hot Topic Early Bird
Conferences
NIPS (4)
ICCV (1)
Top co-authors
Keywords
photonic device simulation
(2)
neural network optimization
(2)
neural operator
(2)
model compression
(2)
physics-informed neural network
(1)
partial differential equation
(1)
operator learning
(1)
edge deployment
(1)
scientific computing
(1)
model efficiency
(1)
electromagnetic simulation
(1)
photonic device
(1)
high-fidelity prediction
(1)
layer normalization
(1)
optical neural network
(1)
in situ generation
(1)
on-chip learning
(1)
subspace optimization
(1)
pre-ln transformer
(1)
photonic chip
(1)
Papers
PACE: Pacing Operator Learning to Accurate Optical Field Simulation for Complicated Photonic Devices
NIPS 2024
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
Towards Memory-Efficient Neural Networks via Multi-Level In Situ Generation
ICCV 2021