Nan Cao
8 papers · 2019–2026 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (15) π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Gold 𧬠Topic Evolution
π
Renaissance Researcher
(5)
π
Conference Pioneer
Top co-authors
Research topics
Machine Learning
(5)
Computer Vision
(4)
Deep Learning
(4)
Generation Β· Computer Vision
(4)
Models
(4)
Optimization & Theory
(3)
Core Methods
(2)
Learning Types
(2)
Artificial Intelligence
(1)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Architectures
(1)
Core AI
(1)
Generation Β· Natural Language Processing
(1)
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
DensiCrafter: Physically-Constrained Generation and Fabrication of Self-Supporting Hollow Structures
AAAI 2026
Designed to Spread: A Generative Approach to Enhance Information Diffusion
AAAI 2026
EmotiCrafter: Text-to-Emotional-Image Generation based on Valence-Arousal Model
ICCV 2025
Bring Clipart to Life
ICCV 2023
Scalable Optimal Margin Distribution Machine
IJCAI 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