Xubin Zheng

4 papers · 2025–2026 · 2 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

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

AAAI (3) MICCAI (1)

Top co-authors

Ziyue Qiao (3) Dian Meng (2) Qingqiang Sun (2) Yanran Liu (2) Shiwei Ruan (2) Xinlei Huang (2) Chaoqi Chen (1) Jiaqi Wang (1) Zhiqi Ma (1) Yi Zhong (1)

Research topics

Deep Learning (3) Machine Learning (3) Architectures (3) Learning Types · Machine Learning (3) Core Methods (2) Artificial Intelligence (1) Healthcare & Medicine (1) Core AI (1) Learning Types · Deep Learning (1) Research (1)

Keywords

graph neural network (3) spatial transcriptomics (2) multimodal learning (2) contrastive learning (2) dynamic graph (1) node classification (1) expert routing (1) jensen-shannon divergence (1) graph contrastive learning (1) multi-omics integration (1) spatial multi-modal omics (1) single-view learning (1) soft neighborhood awareness (1) neighborhood contrast (1) bayesian gaussian mixture (1) prototype learning (1) self-supervised learning (1) gaussian mixture model (1)

Papers

GROVER: Graph-guided Representation of Omics and Vision with Expert Regulation for Adaptive Spatial Multi-omics Fusion AAAI 2026 PRAGA: Prototype-aware Graph Adaptive Aggregation for Spatial Multi-modal Omics Analysis AAAI 2025 Single-View Graph Contrastive Learning with Soft Neighborhood Awareness AAAI 2025 Thread the Needle: Genomics-guided Prompt-bridged Attention Model for Survival Prediction of Glioma based on MRI Images MICCAI 2025