Publications
- 2026
From the Drosophila Visual Connectome to General-Purpose Computer Vision
Z. Li*, A. Yamauchi*, H. Liu, V. Rao, J. Guo (*equal contribution) · arXiv preprint arXiv:2610.08418
ConnectomeX / FlyVision translates circuit motifs from the Drosophila visual connectome into a compact neural architecture that scales from CIFAR and ImageNet to medical imaging and 3D brain MRI.
- 2026
Hybrid 2D CNN-Transformer Achieves Fast and Robust Ktrans Mapping of FUS-Induced BBB Opening
A. Yamauchi, Z. Li, Z. Qie, J. Guo · ISMRM Annual Meeting 2026 (Digital Poster)
A hybrid 2D CNN-Transformer that maps blood–brain-barrier permeability (Ktrans) from dynamic-contrast MRI faster and more robustly than conventional pharmacokinetic fitting, demonstrated on focused-ultrasound BBB opening.
- 2026
A. Yamauchi, Z. Li, Z. Qie, J. Guo · ISMRM Annual Meeting 2026 (Digital Poster)
A hybrid 3D CNN-Transformer that reconstructs cerebral blood volume from perfusion-weighted MRI, aiming for accurate maps from shorter, more robust acquisitions.
- 2026
Augmenting Human Performance with an XR Agent Learning from Online Behavior and BCI Evidence
Z. Li, …, A. Yamauchi · ACM UIST 2026
An extended-reality agent that adapts to a user by combining their in-headset behavior with EEG-based evidence of attention, studied as a way to augment human performance in mixed reality.
Conference abstracts and posters are archived for personal academic use in accordance with society self-archiving policies. © Authors & respective societies (ISMRM, ACM).