Fred X. Han
5 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(21)
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(4)
Artificial Intelligence
(3)
Learning Types · Machine Learning
(3)
Computer Vision
(2)
Core AI · Artificial Intelligence
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory
(2)
Techniques
(2)
Computer Science
(1)
Application Areas
(1)
Applications
(1)
Core AI · Computer Vision
(1)
Learning Paradigms
(1)
Keywords
neural architecture search
(4)
performance prediction
(2)
transfer learning
(2)
graph representation
(2)
computer vision
(1)
embedding learning
(1)
knowledge distillation
(1)
model architecture
(1)
image editing
(1)
neural network optimization
(1)
diffusion model
(1)
generative adversarial network
(1)
model efficiency
(1)
inference speedup
(1)
spearman rank correlation
(1)
fuzzy clustering
(1)
graph encoder
(1)
architecture search
(1)
mean absolute error
(1)
knowledge infusion
(1)
Papers
FunEditor: Achieving Complex Image Edits via Function Aggregation with Diffusion Models
AAAI 2025
Building Optimal Neural Architectures using Interpretable Knowledge
CVPR 2024
AIO-P: Expanding Neural Performance Predictors beyond Image Classification
AAAI 2023
GENNAPE: Towards Generalized Neural Architecture Performance Estimators
AAAI 2023
Generative Adversarial Neural Architecture Search
IJCAI 2021