Xuan Kan

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 40

Top Topics

Malware Detection

Extended Abstract

Hierarchical Clustering

Functional Brain

Top Venues

Publications

Kaiqiao Han, Yi Yang, Zijie Huang, Xuan Kan, Yang Yang, Ying Guo, Lifang He, Liang Zhan, Yizhou Sun, Wei Wang, Carl Yang
BrainODE: Dynamic Brain Signal Analysis via Graph-Aided Neural Ordinary Differential Equations. CoRR (2024)
Hejie Cui, Xinyu Fang, Ran Xu, Xuan Kan, Joyce C. Ho, Carl Yang
Multimodal Fusion of EHR in Structures and Semantics: Integrating Clinical Records and Notes with Hypergraph and LLM. CoRR (2024)
Ran Xu, Hejie Cui, Yue Yu, Xuan Kan, Wenqi Shi, Yuchen Zhuang, May Dongmei Wang, Wei Jin, Joyce Ho, Carl Yang
Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models. ACL (Findings) (2024)
Ran Xu, Yue Yu, Hejie Cui, Xuan Kan, Yanqiao Zhu, Joyce C. Ho, Chao Zhang, Carl Yang
Neighborhood-Regularized Self-Training for Learning with Few Labels. CoRR (2023)
Wei Dai, Hejie Cui, Xuan Kan, Ying Guo, Sanne van Rooij, Carl Yang
Transformer-Based Hierarchical Clustering for Brain Network Analysis. CoRR (2023)
Xuan Kan, Zimu Li, Hejie Cui, Yue Yu, Ran Xu, Shaojun Yu, Zilong Zhang, Ying Guo, Carl Yang
R-Mixup: Riemannian Mixup for Biological Networks. CoRR (2023)
Ran Xu, Hejie Cui, Yue Yu, Xuan Kan, Wenqi Shi, Yuchen Zhuang, Wei Jin, Joyce C. Ho, Carl Yang
Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models. CoRR (2023)
Hejie Cui, Xinyu Fang, Zihan Zhang, Ran Xu, Xuan Kan, Xin Liu, Yue Yu, Manling Li, Yangqiu Song, Carl J. Yang
Open Visual Knowledge Extraction via Relation-Oriented Multimodality Model Prompting. NeurIPS (2023)
Hejie Cui, Wei Dai, Yanqiao Zhu, Xuan Kan, Antonio Aodong Chen Gu, Joshua Lukemire, Liang Zhan, Lifang He, Ying Guo, Carl Yang
BrainGB: A Benchmark for Brain Network Analysis With Graph Neural Networks. IEEE Trans. Medical Imaging 42 (2) (2023)
Ran Xu, Yue Yu, Hejie Cui, Xuan Kan, Yanqiao Zhu, Joyce C. Ho, Chao Zhang, Carl Yang
Neighborhood-Regularized Self-Training for Learning with Few Labels. AAAI (2023)
Wei Dai, Hejie Cui, Xuan Kan, Ying Guo, Sanne van Rooij, Carl Yang
Transformer-Based Hierarchical Clustering for Brain Network Analysis. ISBI (2023)
Hejie Cui, Xinyu Fang, Zihan Zhang, Ran Xu, Xuan Kan, Xin Liu, Yue Yu, Manling Li, Yangqiu Song, Carl Yang
Open Visual Knowledge Extraction via Relation-Oriented Multimodality Model Prompting. CoRR (2023)
Xuan Kan, Antonio Aodong Chen Gu, Hejie Cui, Ying Guo, Carl J. Yang
Dynamic Brain Transformer with Multi-Level Attention for Functional Brain Network Analysis. BHI (2023)
Hejie Cui, Jiaying Lu, Shiyu Wang, Ran Xu, Wenjing Ma, Shaojun Yu, Yue Yu, Xuan Kan, Chen Ling, Joyce C. Ho, Fei Wang, Carl Yang
A Survey on Knowledge Graphs for Healthcare: Resources, Applications, and Promises. CoRR (2023)
Xuan Kan, Zimu Li, Hejie Cui, Yue Yu, Ran Xu, Shaojun Yu, Zilong Zhang, Ying Guo, Carl Yang
R-Mixup: Riemannian Mixup for Biological Networks. KDD (2023)
Xuan Kan, Antonio Aodong Chen Gu, Hejie Cui, Ying Guo, Carl Yang
Dynamic Brain Transformer with Multi-level Attention for Functional Brain Network Analysis. CoRR (2023)
Yue Yu, Xuan Kan, Hejie Cui, Ran Xu, Yujia Zheng, Xiangchen Song, Yanqiao Zhu, Kun Zhang, Razieh Nabi, Ying Guo, Chao Zhang, Carl Yang
Deep Dag Learning of Effective Brain Connectivity for FMRI Analysis. ISBI (2023)
Xuan Kan, Yunchuan Kong, Tianwei Yu, Ying Guo
BraceNet: Graph-Embedded Neural Network For Brain Network Analysis. Big Data (2022)
Xuan Kan, Hejie Cui, Joshua Lukemire, Ying Guo, Carl Yang
FBNETGEN: Task-aware GNN-based fMRI Analysis via Functional Brain Network Generation. MIDL (2022)
Yi Yang, Yanqiao Zhu, Hejie Cui, Xuan Kan, Lifang He, Ying Guo, Carl Yang
Data-Efficient Brain Connectome Analysis via Multi-Task Meta-Learning. CoRR (2022)
Wei Dai, Hejie Cui, Xuan Kan, Ying Guo, Carl Yang
Transformer-Based Hierarchical Clustering for Brain Network Analysis (Extended Abstract). Big Data (2022)
Hejie Cui, Wei Dai, Yanqiao Zhu, Xuan Kan, Antonio Aodong Chen Gu, Joshua Lukemire, Liang Zhan, Lifang He, Ying Guo, Carl Yang
BrainGB: A Benchmark for Brain Network Analysis with Graph Neural Networks (Extended Abstract). Big Data (2022)
Yue Yu, Xuan Kan, Hejie Cui, Ran Xu, Yujia Zheng, Xiangchen Song, Yanqiao Zhu, Kun Zhang, Razieh Nabi, Ying Guo, Chao Zhang, Carl Yang
Learning Task-Aware Effective Brain Connectivity for fMRI Analysis with Graph Neural Networks (Extended Abstract). Big Data (2022)
Yue Yu, Xuan Kan, Hejie Cui, Ran Xu, Yujia Zheng, Xiangchen Song, Yanqiao Zhu, Kun Zhang, Razieh Nabi, Ying Guo, Chao Zhang, Carl Yang
Learning Task-Aware Effective Brain Connectivity for fMRI Analysis with Graph Neural Networks. CoRR (2022)
Xuan Kan, Wei Dai, Hejie Cui, Zilong Zhang, Ying Guo, Carl Yang
Brain Network Transformer. NeurIPS (2022)
Yi Yang, Yanqiao Zhu, Hejie Cui, Xuan Kan, Lifang He, Ying Guo, Carl Yang
Data-Efficient Brain Connectome Analysis via Multi-Task Meta-Learning. KDD (2022)
Hejie Cui, Wei Dai, Yanqiao Zhu, Xuan Kan, Antonio Aodong Chen Gu, Joshua Lukemire, Liang Zhan, Lifang He, Ying Guo, Carl Yang
BrainGB: A Benchmark for Brain Network Analysis with Graph Neural Networks. CoRR (2022)
Xuan Kan, Wei Dai, Hejie Cui, Zilong Zhang, Ying Guo, Carl Yang
Brain Network Transformer. CoRR (2022)
Xuan Kan, Hejie Cui, Joshua Lukemire, Ying Guo, Carl Yang
FBNETGEN: Task-aware GNN-based fMRI Analysis via Functional Brain Network Generation. CoRR (2022)
Xuan Kan, Deli Cao
The Application of Visual Sensors in the Artistic Design of College Campus Landscape. J. Sensors 2021 (2021)
Xuan Kan, Hejie Cui, Carl Yang
Zero-Shot Scene Graph Relation Prediction Through Commonsense Knowledge Integration. ECML/PKDD (2) (2021)
Xuan Kan, Hejie Cui, Ying Guo, Carl Yang
Effective and Interpretable fMRI Analysis via Functional Brain Network Generation. CoRR (2021)
Zhiyang Fang, Junfeng Wang, Jiaxuan Geng, Yingjie Zhou, Xuan Kan
A3CMal: Generating adversarial samples to force targeted misclassification by reinforcement learning. Appl. Soft Comput. 109 (2021)
Xuan Kan, Hejie Cui, Carl Yang
Zero-Shot Scene Graph Relation Prediction through Commonsense Knowledge Integration. CoRR (2021)
Bowen Du, Chris Xiaoxuan Lu, Xuan Kan, Kai Wu, Man Luo, Jianfeng Hou, Kai Li, Salil S. Kanhere, Yiran Shen, Hongkai Wen
HydraDoctor: real-time liquids intake monitoring by collaborative sensing. ICDCN (2019)
Chris Xiaoxuan Lu, Xuan Kan, Bowen Du, Changhao Chen, Hongkai Wen, Andrew Markham, Niki Trigoni, John A. Stankovic
Autonomous Learning for Face Recognition in the Wild via Ambient Wireless Cues. CoRR (2019)
Chris Xiaoxuan Lu, Xuan Kan, Bowen Du, Changhao Chen, Hongkai Wen, Andrew Markham, Niki Trigoni, John A. Stankovic
Autonomous Learning for Face Recognition in the Wild via Ambient Wireless Cues. WWW (2019)
Zhiyang Fang, Junfeng Wang, Jiaxuan Geng, Xuan Kan
Feature Selection for Malware Detection Based on Reinforcement Learning. IEEE Access 7 (2019)
Chris Xiaoxuan Lu, Bowen Du, Xuan Kan, Hongkai Wen, Andrew Markham, Niki Trigoni
VeriNet: User Verification on Smartwatches via Behavior Biometrics. CrowdSenSys@SenSys (2017)
Chris Xiaoxuan Lu, Xuan Kan, Stefano Rosa, Bowen Du, Hongkai Wen, Andrew Markham, Niki Trigoni
Towards Self-supervised Face Labeling via Cross-modality Association. SenSys (2017)