Yingfan Ma

5 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 · Silver 🗺️ Taxonomy Completionist (11)

Venues

ICCV (2) AAAI (1) ICML (1) MICCAI (1)

Top co-authors

Manning Wang (5) Minghong Duan (3) Ao Shen (2) Zhiwei Yang (2) Mingzhi Yuan (2) Zhijian Song (2) Shuo Wang (1) Jie Du (1) Kexue Fu (1) Linhao Qu (1)

Research topics

Machine Learning (4) Computer Vision (3) Deep Learning (3) Core Methods (3) Domain-Specific (3) Healthcare & Medicine (2) Architectures (2) Learning Types · Machine Learning (2) Application Areas (1) Clinical (1) Learning Types · Deep Learning (1) Models (1) Research (1)

Keywords

whole slide image (3) multiple instance learning (2) multi-instance learning (1) medical imaging (1) test-time adaptation (1) feature representation (1) medical image classification (1) gaussian mixture model (1) normalizing flow (1) virtual screening (1) pathology image (1) digital pathology (1) pathological image (1) video-structure transformer (1) cancer diagnosis (1) latent semantic embedding (1) bag filter (1) self-supervised auxiliary task (1) auroc (1) meta learning (1)

Papers

Drug-TTA: Test-Time Adaptation for Drug Virtual Screening via Multi-task Meta-Auxiliary Learning ICML 2025 Flow-MIL: Constructing Highly-expressive Latent Feature Space For Whole Slide Image Classification Using Normalizing Flow ICCV 2025 Knowledge-guided Multi-scale Graph Mamba for Whole Slide Image Classification MICCAI 2025 Transformer-Based Video-Structure Multi-Instance Learning for Whole Slide Image Classification AAAI 2024 Boosting Whole Slide Image Classification from the Perspectives of Distribution, Correlation and Magnification ICCV 2023