Xuan Kan

Xuan Kan

Emory & Henry College

H-index: 9

North America-United States

About Xuan Kan

Xuan Kan, With an exceptional h-index of 9 and a recent h-index of 8 (since 2020), a distinguished researcher at Emory & Henry College, specializes in the field of Machine Learning, Graph Neural Network, Medical Imaging.

His recent articles reflect a diverse array of research interests and contributions to the field:

BrainODE: Dynamic Brain Signal Analysis via Graph-Aided Neural Ordinary Differential Equations

Multimodal fusion of ehr in structures and semantics: Integrating clinical records and notes with hypergraph and llm

Open visual knowledge extraction via relation-oriented multimodality model prompting

Knowledge-Infused Prompting Improves Clinical Text Generation with Large Language Models

Dynamic brain transformer with multi-level attention for functional brain network analysis

Knowledge-infused prompting: Assessing and advancing clinical text data generation with large language models

R-mixup: Riemannian mixup for biological networks

Neighborhood-regularized self-training for learning with few labels

Xuan Kan Information

University

Position

___

Citations(all)

270

Citations(since 2020)

265

Cited By

9

hIndex(all)

9

hIndex(since 2020)

8

i10Index(all)

9

i10Index(since 2020)

8

Email

University Profile Page

Google Scholar

Xuan Kan Skills & Research Interests

Machine Learning

Graph Neural Network

Medical Imaging

Top articles of Xuan Kan

BrainODE: Dynamic Brain Signal Analysis via Graph-Aided Neural Ordinary Differential Equations

arXiv preprint arXiv:2405.00077

2024/4/30

Multimodal fusion of ehr in structures and semantics: Integrating clinical records and notes with hypergraph and llm

arXiv preprint arXiv:2403.08818

2024/2/19

Open visual knowledge extraction via relation-oriented multimodality model prompting

Advances in Neural Information Processing Systems

2024/2/13

Knowledge-Infused Prompting Improves Clinical Text Generation with Large Language Models

2023/11/30

Dynamic brain transformer with multi-level attention for functional brain network analysis

2023/10/15

Knowledge-infused prompting: Assessing and advancing clinical text data generation with large language models

2023/10/13

Neighborhood-regularized self-training for learning with few labels

Proceedings of the AAAI Conference on Artificial Intelligence

2023/6/26

Transformer-based hierarchical clustering for brain network analysis

2023/4/18

Bracenet: Graph-embedded neural network for brain network analysis

2022/12/17

Brain network transformer

Advances in Neural Information Processing Systems

2022/12/6

Fbnetgen: Task-aware gnn-based fmri analysis via functional brain network generation

2022/12/4

Braingb: a benchmark for brain network analysis with graph neural networks

IEEE transactions on medical imaging

2022/11/1

Data-efficient brain connectome analysis via multi-task meta-learning

2022/8/14

Zero-shot scene graph relation prediction through commonsense knowledge integration

2021

See List of Professors in Xuan Kan University(Emory & Henry College)

Co-Authors

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