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Kaiyu Guo

3 papers · 2025–2026 · 3 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

Venues

AAAI (1) ICCV (1) ICML (1)

Top co-authors

Tan Pan (3) Chen Jiang (2) Yuan Cheng (2) Limei Han (1) Zhaorui Tan (1) Brian C. Lovell (1) Mahsa Baktashmotlagh (1) Zijian Wang (1) Weidi Xu (1) Dongli Xu (1)

Research topics

Machine Learning (3) Deep Learning (2) Core Methods (2) Learning Types · Machine Learning (2) Learning Types · Deep Learning (2) Artificial Intelligence (1) Computer Vision (1) Healthcare & Medicine (1) Application Areas (1) Clinical (1) Core AI (1) Domain-Specific (1)

Keywords

self-supervised learning (3) representation learning (2) medical imaging (1) semantic representation (1) information geometry (1) ood detection (1) anatomical structure (1) semantic discrepancy (1) 3d medical image (1) dynamic updating (1) hierarchical lead-unified group (1) cardiac conduction (1) covariance calibration (1) prior covariance matrix (1) optimal transport (1)

Papers

Tracing the Heart’s Pathways: ECG Representation Learning from a Cardiac Conduction Perspective AAAI 2026 Improving Out-of-Distribution Detection via Dynamic Covariance Calibration ICML 2025 Structure-aware Semantic Discrepancy and Consistency for 3D Medical Image Self-supervised Learning ICCV 2025