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Haiyu Song

4 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 · Bronze

Venues

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

Top co-authors

Jiayu Wang (3) Zeyu Wang (3) Qian Wang (1) Haolin Huang (1) Yang Liu (1) Pengjie Wang (1) Jizheng Zhang (1) Mingyu Ge (1) Zhenrong Shen (1) Haoran Duan (1)

Research topics

Machine Learning (3) Computer Vision (2) Deep Learning (2) Learning Types (2) Artificial Intelligence (1) Analysis (1) Architectures (1) Domain-Specific (1) Learning Paradigms (1) Optimization & Theory (1) Processing (1) Techniques (1)

Keywords

image fusion (2) manifold learning (1) self-supervised learning (1) weakly supervised learning (1) instance segmentation (1) model merging (1) medical image segmentation (1) signal processing (1) infrared-visible fusion (1) text guided (1) controllable fusion (1) continual learning (1) medical image fusion (1)

Papers

Breaking Task Boundaries: A Unified Model for 3D Medical Image Fusion and Segmentation Guided by Manifold Perspective AAAI 2026 SigFusion: Unified Signal-Level Self-Supervised Learning Paradigm for Image Fusion AAAI 2026 Highlight What You Want: Weakly-Supervised Instance-Level Controllable Infrared-Visible Image Fusion ICCV 2025 Multi-Tracer Uptake Correction for PET-MR via Aligned-Feature Guidance and Multi-scale Pixel-adaptive Routing MICCAI 2025