Sifan Song

7 papers · 2024–2026 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) ⚡ Prolific Year (5)

Conferences

MICCAI (4) AAAI (1) ICLR (1) WACV (1)

Top co-authors

Quanzheng Li (5) Xiang Li (5) Sekeun Kim (4) Pengfei Jin (4) Tianming Liu (3) Jionglong Su (2) Jinfeng Wang (2) Yiwei Li (2) Yujin Oh (2) Lifang He (1)

Keywords

representation learning (1) contrastive learning (1) feature learning (1) self-supervised learning (1) parameter-efficient transfer learning (1) zero-shot generalization (1) distortion invariant representation (1) sparse linear combination (1) l1-regularized optimization (1) adapter composition (1)

Papers

Beyond Adapter Retrieval: Latent Geometry-Preserving Composition via Sparse Task Projection AAAI 2026

A novel Fourier Adjacency Transformer for advanced EEG emotion recognition MICCAI 2025

Cascaded 3D Diffusion Models for Whole-body 3D 18-F FDG PET/CT synthesis from Demographics MICCAI 2025

ECHOPulse: ECG Controlled Echocardio-gram Video Generation ICLR 2025

SAMed-2: Selective Memory Enhanced Medical Segment Anything Model MICCAI 2025

MAST-Pro: Dynamic Mixture-of-Experts for Adaptive Segmentation of Pan-Tumors with Knowledge-Driven Prompts MICCAI 2025

Distortion-Disentangled Contrastive Learning WACV 2024