Qingchen Zhang
9 papers · 2025–2026 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(17)
⭐
Rising Star
(9)
⚡
Prolific Year · Productive
Top co-authors
Research topics
Keywords
spatial transcriptomics
(2)
multi-view clustering
(2)
contrastive learning
(2)
knowledge representation
(1)
variational autoencoder
(1)
multimodal learning
(1)
self-supervised learning
(1)
feature space
(1)
diffusion model
(1)
cell segmentation
(1)
graph attention network
(1)
graph transformer
(1)
foundation model
(1)
pre-trained model
(1)
generative adversarial network
(1)
gene expression
(1)
link prediction
(1)
incomplete view
(1)
text-guided image inpainting
(1)
representation learning
(1)
Papers
GATCL: An Adaptive Contrastive Learning Framework Based on MHGAT for Spatial Domain Identification in Spatial Transcriptomics
AAAI 2026
SAMGTD: Spatial-Aware Masked Graph Transformer-Diffusion Model for Enhanced Cell Type Deconvolution in Spatial Transcriptomics
AAAI 2026
SSL-CST: Cell Segmentation for Single-Cell Spatial Transcriptome Based on Self-Supervised Learning
AAAI 2026
CSF-GAN: Cross-modal Semantic Fusion-based Generative Adversarial Network for Text-guided Image Inpainting
IJCAI 2025
Dual Robust Unbiased Multi-View Clustering for Incomplete and Unpaired Information
IJCAI 2025
EchoGPT: An Interactive Cardiac Function Assessment Model for Echocardiogram Videos
IJCAI 2025
Higher-order Logical Knowledge Representation Learning
IJCAI 2025
MASTER: A Multi-granularity Invariant Structure Clustering Scheme for Multi-view Clustering
IJCAI 2025
POMP: Pathology-omics Multimodal Pre-training Framework for Cancer Survival Prediction
IJCAI 2025