Dihan Zheng
4 papers · 2021–2025 · 4 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
(17)
Venues
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(3)
Architectures
(3)
Learning Types · Machine Learning
(3)
Computer Vision
(2)
Application Areas
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Artificial Intelligence
(1)
Healthcare & Medicine
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Processing
(1)
Research
(1)
Keywords
representation learning
(2)
image denoising
(2)
multi-task learning
(1)
bayesian inference
(1)
transformer
(1)
noise modeling
(1)
protein sequence
(1)
gaussian noise
(1)
diffusion model
(1)
data heterogeneity
(1)
variational autoencoder
(1)
molecular property
(1)
physical consistency
(1)
heterogeneous data
(1)
structure prediction
(1)
molecular property prediction
(1)
consistency training
(1)
microscopy image
(1)
energy prediction
(1)
bidirectional transformation
(1)
Papers
Bridging Protein Sequences and Microscopy Images with Unified Diffusion Models
ICML 2025
Physical Consistency Bridges Heterogeneous Data in Molecular Multi-Task Learning
NeurIPS 2024
SeNM-VAE: Semi-Supervised Noise Modeling with Hierarchical Variational Autoencoder
CVPR 2024
An Unsupervised Deep Learning Approach for Real-World Image Denoising
ICLR 2021