Yingheng Wang
8 papers · 2022–2026 · 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 ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(22)
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Deep Learning
(6)
Machine Learning
(6)
Core Methods
(4)
Architectures
(3)
Learning Types · Machine Learning
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Data Science & Analytics
(2)
Application Areas
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Computer Vision
(1)
Mathematics & Optimization
(1)
Applications
(1)
Keywords
graph neural network
(2)
diffusion model
(2)
representation learning
(2)
data augmentation
(1)
weisfeiler-lehman test
(1)
time series
(1)
self-supervised learning
(1)
mutual information
(1)
machine learning
(1)
probabilistic reasoning
(1)
latent representation
(1)
continuous relaxation
(1)
latent variable model
(1)
message passing
(1)
contrastive learning
(1)
latent variable
(1)
disentangled representation
(1)
graph transformer
(1)
graph isomorphism
(1)
unsupervised learning
(1)
Papers
MIRNet: Integrating Constrained Graph-Based Reasoning with Pre-training for Diagnostic Medical Imaging
AAAI 2026
Unsupervised Combinatorial Probabilistic Reasoning: Probabilistic Coin Change Problem
AAAI 2026
Denoising Diffusion Variational Inference: Diffusion Models as Expressive Variational Posteriors
AAAI 2025
Conformal Crystal Graph Transformer with Robust Encoding of Periodic Invariance
AAAI 2024
InfoDiffusion: Representation Learning Using Information Maximizing Diffusion Models
ICML 2023
M$^2$Hub: Unlocking the Potential of Machine Learning for Materials Discovery
NeurIPS 2023
Time Series Contrastive Learning with Information-Aware Augmentations
AAAI 2023
Going Deeper into Permutation-Sensitive Graph Neural Networks
ICML 2022