publications

publications by categories in reversed chronological order.

2023

  1. AAAI
    Neighborhood-regularized Self-Training for Learning with Few Labels
    Xu, Ran, Yu, Yue, Cui, Hejie, Kan, Xuan, Zhu, Yanqiao, Ho, Joyce C, Zhang, Chao, and Yang, Carl
    The AAAI International Conference on Artificial Intelligence 2023

2022

  1. arXiv
    Learning Task-Aware Effective Brain Connectivity for fMRI Analysis with Graph Neural Networks
    Yu, Yue, Kan, Xuan, Cui, Hejie, Xu, Ran, Zheng, Yujia, Song, Xiangchen, Zhu, Yanqiao, Kun, Zhang, Nabi, Razieh, Guo, Ying, Zhang, Chao, and Yang, Carl
    Arxiv 2022
  2. TMI
    BrainGB: A Benchmark for Brain Network Analysis with Graph Neural Networks
    Cui, Hejie, Dai, Wei, Zhu, Yanqiao, Kan, Xuan, Gu, Antonio Aodong Chen, Lukemire, Joshua, Zhan, Liang, He, Lifang, Guo, Ying, and Yang, Carl
    IEEE Transactions on Medical Imaging 2022
  3. NeurIPS
    Brain Network Transformer (Spotlight)
    Kan, Xuan, Dai, Wei, Cui, Hejie, Zhang, Zilong, Guo, Ying, and Yang, Carl
    Proceedings of the Conference on Neural Information Processing Systems 2022
    Also Presented in Workshop ICML-IMLH 2022 (Oral, no proceedings)
  4. KDD
    Data-Efficient Brain Connectome Analysis via Multi-Task Meta-Learning
    Yang, Yi, Zhu, Yanqiao, Cui, Hejie, Kan, Xuan, He, Lifang, Guo, Ying, and Yang, Carl
    Proceedings of the ACM International Conference on Knowledge Discovery and Data Mining 2022
  5. MIDL
    FBNetGen: Task-aware GNN-based fMRI Analysis via Functional Brain Network Generation (Oral)
    Kan, Xuan, Cui, Hejie, Lukemire, Joshua, Guo, Ying, and Yang, Carl
    Medical Imaging with Deep Learning 2022
    Also Presented in Workshop ICML-IMLH 2021 (no proceedings)

2021

  1. ECML-PKDD
    Zero-shot Scene Graph Relation Prediction through Commonsense Knowledge Integration
    Kan, Xuan, Cui, Hejie, and Yang, Carl
    The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2021
  2. ENAR
    Investigating Linked Latent Constructs in Brain Connectivity and PTSD Symptoms using PLS
    Kan, Xuan, Guo, Ying, Manatunga, Amita, Stevens, Jennifer, and Peng, Limin
    The Eastern North American Region Meeting 2021

2019

  1. WWW
    Autonomous Learning for Face Recognition in the Wild via Ambient Wireless Cues
    Lu, Chris Xiaoxuan, Kan, Xuan, Du, Bowen, Chen, Changhao, Wen, Hongkai, Markham, Andrew, Trigoni, Niki, and Stankovic, John
    In The World Wide Web Conference 2019 (Co-first author)
  2. ICDCN
    HydraDoctor: Real-Time Liquids Intake Monitoring by Collaborative Sensing
    Du, Bowen, Lu, Chris Xiaoxuan, Kan, Xuan, Wu, Kai, Luo, Man, Hou, Jianfeng, Li, Kai, Kanhere, Salil, Shen, Yiran, and Wen, Hongkai
    In Proceedings of the 20th International Conference on Distributed Computing and Networking 2019

2017

  1. CrowdSenSys
    VeriNet: User Verification on Smartwatches via Behavior Biometrics
    Lu, Chris Xiaoxuan, Du, Bowen, Kan, Xuan, Wen, Hongkai, Markham, Andrew, and Trigoni, Niki
    In Proceedings of the First ACM Workshop on Mobile Crowdsensing Systems and Applications 2017
  2. SenSys
    Towards Self-supervised Face Labeling via Cross-modality Association
    Lu, Chris Xiaoxuan, Kan, Xuan, Rosa, Stefano, Du, Bowen, Wen, Hongkai, Markham, Andrew, and Trigoni, Niki
    In Proceedings of the 15th ACM Conference on Embedded Network Sensor Systems 2017