Yingxue Xu

4 papers · 2023–2025 · 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

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

Venues

CVPR (1) ICCV (1) ICLR (1) MICCAI (1)

Top co-authors

Hao Chen (4) Yihui Wang (2) Fengying Xie (1) Yilan Zhang (1) Chenyu Zhao (1) Liansheng Wang (1) Zhengrui Guo (1) Jiabo Ma (1) Can Yang (1) Jianqi Chen (1)

Research topics

Artificial Intelligence (3) Machine Learning (3) Core AI (3) Application Areas (2) Learning Paradigms (2) Deep Learning (1) Healthcare & Medicine (1) Clinical (1) Core Methods (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1) Models (1) Optimization & Theory (1)

Keywords

multimodal learning (2) survival prediction (2) optimal transport (1) prompt learning (1) multimodal fusion (1) pathology image (1) genomic data (1) pathological image (1) large language model (1) incomplete modality (1) co-attention transformer (1) distilled prompt learning (1) multimodal survival prediction (1) incomplete modality compensation (1) unimodal knowledge distillation (1) cancer survival prediction (1) information bottleneck (1) incomplete modalities (1) prototype learning (1)

Papers

Distilled Prompt Learning for Incomplete Multimodal Survival Prediction CVPR 2025 HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Interaction MICCAI 2024 Prototypical Information Bottlenecking and Disentangling for Multimodal Cancer Survival Prediction ICLR 2024 Multimodal Optimal Transport-based Co-Attention Transformer with Global Structure Consistency for Survival Prediction ICCV 2023