Nan Cao
8 papers · 2019–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (3) π Academic Marathon (6) π Renaissance Researcher (7) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(16)
π§
Keyword Pioneer
π
Conference Pioneer
Conferences
AAAI (3)
IJCAI (3)
ICCV (2)
Top co-authors
Keywords
kernel methods
(2)
generative model
(2)
margin distribution
(2)
image synthesis
(1)
image translation
(1)
text-to-image generation
(1)
label noise
(1)
margin theory
(1)
information diffusion
(1)
class prior estimation
(1)
convolutional neural network
(1)
variational autoencoder
(1)
3d generation
(1)
noisy label
(1)
physical constraint
(1)
generalization performance
(1)
positive-unlabeled learning
(1)
stochastic variance reduction
(1)
facial attribute
(1)
latent code
(1)
Papers
Designed to Spread: A Generative Approach to Enhance Information Diffusion
AAAI 2026
DensiCrafter: Physically-Constrained Generation and Fabrication of Self-Supporting Hollow Structures
AAAI 2026
EmotiCrafter: Text-to-Emotional-Image Generation based on Valence-Arousal Model
ICCV 2025
Scalable Optimal Margin Distribution Machine
IJCAI 2023
Bring Clipart to Life
ICCV 2023
Posistive-Unlabeled Learning via Optimal Transport and Margin Distribution
IJCAI 2022
Partial Multi-Label Optimal Margin Distribution Machine
IJCAI 2021
AI-Sketcher : A Deep Generative Model for Producing High-Quality Sketches
AAAI 2019