Yilei Wu

3 papers · 2024–2025 · 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

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🚀 Conference Pioneer

Venues

CVPR (1) MICCAI (1) NeurIPS (1)

Top co-authors

Juan Helen Zhou (3) Zijian Dong (3) Yichi Zhang (2) Joanna Su Xian Chong (1) Zijiao Chen (1) Chongyao Chen (1) Christopher Li Hsian Chen (1) Thuan Tinh Nguyen (1) Fang Ji (1) Ruilin Li (1)

Research topics

Deep Learning (2) Machine Learning (2) Learning Types · Deep Learning (2) Learning Types · Machine Learning (2) Artificial Intelligence (1) Healthcare & Medicine (1) Architectures (1) Clinical (1) Core AI (1) Core Methods (1) Models (1) Research (1) Techniques (1)

Keywords

fmri analysis (1) representation learning (1) feature learning (1) self-supervised learning (1) functional neuroimaging (1) brain activity (1) foundation model (1) latent space (1) joint embedding predictive architecture (1) brain dynamics (1) geometric constraint (1) demographic prediction (1) imbalanced regression (1) disease diagnosis (1) feature uniformity (1) uniform distribution (1) hypersphere embedding (1) spatio-temporal masking (1) functional parcellation (1)

Papers

Improve Representation for Imbalanced Regression through Geometric Constraints CVPR 2025 Brain-JEPA: Brain Dynamics Foundation Model with Gradient Positioning and Spatiotemporal Masking NeurIPS 2024 Prompt Your Brain: Scaffold Prompt Tuning for Efficient Adaptation of fMRI Pre-trained Model MICCAI 2024