Posts by Collection

Portfolio item number 1

Short description of portfolio item number 1

Portfolio item number 2

Short description of portfolio item number 2

Bidirectional Mapping with Contrastive Learning on Multimodal Neuroimaging Data

Published in Medical Image Computing and Computer-Assisted Intervention (MICCAI 2023, oral, STAR Award), 2023

Download Paper

Uncertainty Regularized Evidential Regression

Published in AAAI Conference on Artificial Intelligence (AAAI 2024, oral), 2024

We propose an uncertainty‑regularized evidential regression model that fixes the zero‑gradient issue in evidential learning and improves reliability for medical prediction tasks. :contentReference[oaicite:4]{index=4}

Recommended citation: Ye, K.*, Chen, T., Wei, H., & Zhan, L. (2024). Uncertainty Regularized Evidential Regression. AAAI 2024 (oral).
Download Paper

BPEN: Brain Posterior Evidential Network for Trustworthy Brain Imaging Analysis

Published in Neural Networks, 2024, 2024

We develop BPEN, an evidential deep learning model that produces calibrated posterior estimates for brain imaging tasks, improving trustworthiness in neurodegenerative disease assessment.

Recommended citation: Ye, K.* et al. (2024). BPEN: Brain Posterior Evidential Network for Trustworthy Brain Imaging Analysis. Neural Networks, 2024.
Download Paper

Talk 1 on Relevant Topic in Your Field

Published: March 01, 2012

This is a description of your talk, which is a markdown file that can be all markdown-ified like any other post. Yay markdown!

Tutorial 1 on Relevant Topic in Your Field

Published: March 01, 2013

More information here

Talk 2 on Relevant Topic in Your Field

Published: February 01, 2014

More information here

Conference Proceeding talk 3 on Relevant Topic in Your Field

Published: March 01, 2014

This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.

Teaching experience 1

Undergraduate course, University 1, Department, 2014

This is a description of a teaching experience. You can use markdown like any other post.

Teaching experience 2

Workshop, University 1, Department, 2015

This is a description of a teaching experience. You can use markdown like any other post.