David Z. Pan
7 papers · 2020–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (21) π£ Hot Topic Early Bird
π
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Deep Learning
(4)
Application Areas
(3)
Architectures
(3)
Optimization & Theory Β· Machine Learning
(3)
Artificial Intelligence
(2)
Core AI
(2)
Core Methods
(2)
Learning Types
(2)
Optimization & Theory Β· Deep Learning
(2)
Computer Vision
(1)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Analysis
(1)
Keywords
model compression
(1)
reinforcement learning
(1)
semantic segmentation
(1)
vision transformer
(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)
dense prediction
(1)
edge deployment
(1)
scientific computing
(1)
neural operator
(1)
high resolution
(1)
multi-scale representation
(1)
model efficiency
(1)
electromagnetic simulation
(1)
photonic device
(1)
Papers
AnalogCoder: Analog Circuit Design via Training-Free Code Generation
AAAI 2025
PACE: Pacing Operator Learning to Accurate Optical Field Simulation for Complicated Photonic Devices
NeurIPS 2024
Scalable and Effective Arithmetic Tree Generation for Adder and Multiplier Designs
NeurIPS 2024
Multi-Scale High-Resolution Vision Transformer for Semantic Segmentation
CVPR 2022
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
An Efficient Training Framework for Reversible Neural Architectures
ECCV 2020