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2020 – today
- 2024
[c19]Ran Xu, Hejie Cui, Yue Yu, Xuan Kan, Wenqi Shi, Yuchen Zhuang, May Dongmei Wang, Wei Jin, Joyce C. Ho, Carl Yang:
Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models. ACL (Findings) 2024: 15496-15523- [i18]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 abs/2403.08818 (2024) - [i17]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 abs/2405.00077 (2024) - [i16]Xuan Kan, Yonghui Xiao, Tien-Ju Yang, Nanxin Chen, Rajiv Mathews:
Parameter-Efficient Transfer Learning under Federated Learning for Automatic Speech Recognition. CoRR abs/2408.11873 (2024) - 2023
- [j4]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): 493-506 (2023) - [c18]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: 10611-10619 - [c17]Xuan Kan, Antonio Aodong Chen Gu, Hejie Cui, Ying Guo, Carl Yang:
Dynamic Brain Transformer with Multi-Level Attention for Functional Brain Network Analysis. BHI 2023: 1-4 - [c16]Wei Dai, Hejie Cui, Xuan Kan, Ying Guo, Sanne van Rooij, Carl Yang:
Transformer-Based Hierarchical Clustering for Brain Network Analysis. ISBI 2023: 1-5 - [c15]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: 1-5 - [c14]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: 1073-1085 - [c13]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. NeurIPS 2023 - [i15]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 abs/2301.03726 (2023) - [i14]Wei Dai, Hejie Cui, Xuan Kan, Ying Guo, Sanne van Rooij, Carl Yang:
Transformer-Based Hierarchical Clustering for Brain Network Analysis. CoRR abs/2305.04142 (2023) - [i13]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 abs/2306.02532 (2023) - [i12]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 abs/2306.04802 (2023) - [i11]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 abs/2309.01941 (2023) - [i10]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 abs/2310.18804 (2023) - [i9]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 abs/2311.00287 (2023) - 2022
- [c12]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). IEEE Big Data 2022: 4968-4969 - [c11]Wei Dai, Hejie Cui, Xuan Kan, Ying Guo, Carl Yang:
Transformer-Based Hierarchical Clustering for Brain Network Analysis (Extended Abstract). IEEE Big Data 2022: 4970-4971 - [c10]Xuan Kan, Yunchuan Kong, Tianwei Yu, Ying Guo:
BraceNet: Graph-Embedded Neural Network For Brain Network Analysis. IEEE Big Data 2022: 4979-4987 - [c9]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). IEEE Big Data 2022: 4995-4996 - [c8]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: 4743-4751 - [c7]Xuan Kan, Hejie Cui, Joshua Lukemire, Ying Guo, Carl Yang:
FBNETGEN: Task-aware GNN-based fMRI Analysis via Functional Brain Network Generation. MIDL 2022: 618-637 - [c6]Xuan Kan, Wei Dai, Hejie Cui, Zilong Zhang, Ying Guo, Carl Yang:
Brain Network Transformer. NeurIPS 2022 - [i8]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 abs/2204.07054 (2022) - [i7]Xuan Kan, Hejie Cui, Joshua Lukemire, Ying Guo, Carl Yang:
FBNETGEN: Task-aware GNN-based fMRI Analysis via Functional Brain Network Generation. CoRR abs/2205.12465 (2022) - [i6]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 abs/2206.04486 (2022) - [i5]Xuan Kan, Wei Dai, Hejie Cui, Zilong Zhang, Ying Guo, Carl Yang:
Brain Network Transformer. CoRR abs/2210.06681 (2022) - [i4]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 abs/2211.00261 (2022) - 2021
- [j3]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: 107505 (2021) - [j2]Xuan Kan, Deli Cao:
The Application of Visual Sensors in the Artistic Design of College Campus Landscape. J. Sensors 2021: 1-12 (2021) - [c5]Xuan Kan, Hejie Cui, Carl Yang:
Zero-Shot Scene Graph Relation Prediction Through Commonsense Knowledge Integration. ECML/PKDD (2) 2021: 466-482 - [i3]Xuan Kan, Hejie Cui, Carl Yang:
Zero-Shot Scene Graph Relation Prediction through Commonsense Knowledge Integration. CoRR abs/2107.05080 (2021) - [i2]Xuan Kan, Hejie Cui, Ying Guo, Carl Yang:
Effective and Interpretable fMRI Analysis via Functional Brain Network Generation. CoRR abs/2107.11247 (2021)
2010 – 2019
- 2019
- [j1]Zhiyang Fang, Junfeng Wang, Jiaxuan Geng, Xuan Kan:
Feature Selection for Malware Detection Based on Reinforcement Learning. IEEE Access 7: 176177-176187 (2019) - [c4]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: 213-217 - [c3]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: 1175-1186 - [i1]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 abs/1908.09002 (2019) - 2017
- [c2]Chris Xiaoxuan Lu, Bowen Du, Xuan Kan, Hongkai Wen, Andrew Markham, Niki Trigoni:
VeriNet: User Verification on Smartwatches via Behavior Biometrics. CrowdSenSys@SenSys 2017: 68-73 - [c1]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: 70:1-70:2
Coauthor Index
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