Dihan Zheng
4 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (13) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(14)
Conferences
CVPR (1)
ICLR (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
representation learning
(1)
semi-supervised learning
(1)
multi-task learning
(1)
image denoising
(1)
noise modeling
(1)
data heterogeneity
(1)
variational autoencoder
(1)
molecular property
(1)
physical consistency
(1)
heterogeneous datum
(1)
structure prediction
(1)
molecular property prediction
(1)
consistency training
(1)
energy prediction
(1)
Papers
Bridging Protein Sequences and Microscopy Images with Unified Diffusion Models
ICML 2025
Physical Consistency Bridges Heterogeneous Data in Molecular Multi-Task Learning
NIPS 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