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Employment (1)

University of North Carolina at Charlotte: Charlotte, North Carolina, US

2022-08-15 to present | Assistant Professor (Department of Computer Science)
Employment
Source: Self-asserted source
Xiang Zhang

Education and qualifications (2)

Harvard University: Boston, MA, US

2020-03-23 to 2022-08-01 | Postdoc (Harvard Medical School)
Education
Source: Self-asserted source
Xiang Zhang

University of New South Wales: Sydney, NSW, AU

2016-09-01 to 2020-01-21 | Ph.D. (CSE)
Education
Source: Self-asserted source
Xiang Zhang

Works (35)

Semi-Supervised Contrastive Learning for Time Series Classification in Healthcare

IEEE Transactions on Emerging Topics in Computational Intelligence
2025-02 | Journal article
DOI: 10.1109/TETCI.2024.3400885
Contributors: Xiaofeng Liu; Zhihong Liu; Jie Li; Xiang Zhang
Source: check_circle
Crossref

Spatio-temporal Heterogeneous Federated Learning for Time Series Classification with Multi-view Orthogonal Training

2024-10-28 | Conference paper
DOI: 10.1145/3664647.3680733
Contributors: Chenrui Wu; Haishuai Wang; Xiang Zhang; Zhen Fang; Jiajun Bu
Source: check_circle
Crossref

DeepASD: a deep adversarial-regularized graph learning method for ASD diagnosis with multimodal data

Translational Psychiatry
2024-09-14 | Journal article
DOI: 10.1038/s41398-024-02972-2
Contributors: Wanyi Chen; Jianjun Yang; Zhongquan Sun; Xiang Zhang; Guangyu Tao; Yuan Ding; Jingjun Gu; Jiajun Bu; Haishuai Wang
Source: check_circle
Crossref

Self-Supervised Representation Learning and Temporal-Spectral Feature Fusion for Bed Occupancy Detection

Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
2024-08-22 | Journal article
DOI: 10.1145/3678514
Contributors: Yingjian Song; Zaid Farooq Pitafi; Fei Dou; Jin Sun; Xiang Zhang; Bradley G. Phillips; WenZhan Song
Source: check_circle
Crossref

EF-Net: Mental State Recognition by Analyzing Multimodal EEG-fNIRS via CNN

Sensors
2024-03-15 | Journal article
DOI: 10.3390/s24061889
Contributors: Aniqa Arif; Yihe Wang; Rui Yin; Xiang Zhang; Ahmed Helmy
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Contrastive Learning-Based Time Series Classification in Healthcare

2023-10-20 | Conference paper
DOI: 10.1145/3644116.3644238
Contributors: Zhihong Liu; Xiaofeng Liu; Xiang Zhang; Jie Li
Source: check_circle
Crossref

Interpretable Sparsification of Brain Graphs: Better Practices and Effective Designs for Graph Neural Networks

2023-08-06 | Conference paper
DOI: 10.1145/3580305.3599394
Contributors: Gaotang Li; Marlena Duda; Xiang Zhang; Danai Koutra; Yujun Yan
Source: check_circle
Crossref

Self-Supervised Contrastive Learning for Medical Time Series: A Systematic Review

Sensors
2023-04-23 | Journal article
DOI: 10.3390/s23094221
Contributors: Ziyu Liu; Azadeh Alavi; Minyi Li; Xiang Zhang
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Population-scale identification of differential adverse events before and during a pandemic

Nature Computational Science
2021-10-05 | Journal article
DOI: 10.1038/s43588-021-00138-4
Contributors: Xiang Zhang; Marissa Sumathipala; Marinka Zitnik
Source: check_circle
Crossref

Deep spatial–temporal sequence modeling for multi-step passenger demand prediction

Future Generation Computer Systems
2021-08 | Journal article
DOI: 10.1016/j.future.2021.03.003
Contributors: Lei Bai; Lina Yao; Xianzhi Wang; Can Li; Xiang Zhang
Source: check_circle
Crossref

A survey on deep learning-based non-invasive brain signals: recent advances and new frontiers

Journal of Neural Engineering
2021-06-01 | Journal article
DOI: 10.1088/1741-2552/abc902
Contributors: Xiang Zhang; Lina Yao; Xianzhi Wang; Jessica Monaghan; David McAlpine; Yu Zhang
Source: check_circle
Crossref

Adversarial Representation Learning for Robust Patient-Independent Epileptic Seizure Detection

IEEE Journal of Biomedical and Health Informatics
2020-10 | Journal article
DOI: 10.1109/JBHI.2020.2971610
Contributors: Xiang Zhang; Lina Yao; Manqing Dong; Zhe Liu; Yu Zhang; Yong Li
Source: check_circle
Crossref

DeepKey: A Multimodal Biometric Authentication System via Deep Decoding Gaits and Brainwaves

ACM Transactions on Intelligent Systems and Technology
2020-07-03 | Journal article
DOI: 10.1145/3393619
Part of ISSN: 2157-6904
Part of ISSN: 2157-6912
Source: Self-asserted source
Xiang Zhang
grade
Preferred source (of 2)‎

A multi-view CNN-based acoustic classification system for automatic animal species identification

Ad Hoc Networks
2020-05 | Journal article
DOI: 10.1016/j.adhoc.2020.102115
Part of ISSN: 1570-8705
Source: Self-asserted source
Xiang Zhang

Software expert discovery via knowledge domain embeddings in a collaborative network

Pattern Recognition Letters
2020-02 | Journal article
DOI: 10.1016/j.patrec.2018.10.030
Part of ISSN: 0167-8655
Source: Self-asserted source
Xiang Zhang

Unraveling Metric Vector Spaces With Factorization for Recommendation

IEEE Transactions on Industrial Informatics
2020-02 | Journal article
DOI: 10.1109/tii.2019.2947112
Part of ISSN: 1551-3203
Part of ISSN: 1941-0050
Source: Self-asserted source
Xiang Zhang

Deep Neural Network Hyperparameter Optimization with Orthogonal Array Tuning

Communications in Computer and Information Science
2019 | Book chapter
DOI: 10.1007/978-3-030-36808-1_31
Part of ISBN: 9783030368074
Part of ISBN: 9783030368081
Part of ISSN: 1865-0929
Part of ISSN: 1865-0937
Source: Self-asserted source
Xiang Zhang

Expert2Vec: Distributed Expert Representation Learning in Question Answering Community

Advanced Data Mining and Applications
2019 | Conference paper
DOI: 10.1007/978-3-030-35231-8_21
Part of ISBN: 9783030352301
Part of ISBN: 9783030352318
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Source: Self-asserted source
Xiang Zhang

Know Your Mind: Adaptive Cognitive Activity Recognition with Reinforced CNN

2019 IEEE International Conference on Data Mining (ICDM)
2019-11 | Conference paper
DOI: 10.1109/icdm.2019.00100
Part of ISBN: 9781728146041
Source: Self-asserted source
Xiang Zhang

Dual-stream Self-Attentive Random Forest for False Information Detection

2019 International Joint Conference on Neural Networks (IJCNN)
2019-07 | Conference paper
DOI: 10.1109/ijcnn.2019.8851765
ISBN: 9781728119854
Source: Self-asserted source
Xiang Zhang

Adversarial Variational Embedding for Robust Semi-supervised Learning

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining
2019-07-25 | Conference paper
DOI: 10.1145/3292500.3330966
ISBN: 9781450362016
Source: Self-asserted source
Xiang Zhang

Internet of Things Meets Brain–Computer Interface: A Unified Deep Learning Framework for Enabling Human-Thing Cognitive Interactivity

IEEE Internet of Things Journal
2019-04 | Journal article
DOI: 10.1109/JIOT.2018.2877786
Contributors: Xiang Zhang; Lina Yao; Shuai Zhang; Salil Kanhere; Michael Sheng; Yunhao Liu
Source: check_circle
Crossref

Data-Augmented Regression with Generative Convolutional Network

Web Information Systems Engineering – WISE 2018
2018 | Book chapter
DOI: 10.1007/978-3-030-02925-8_21
Part of ISBN: 9783030029241
Part of ISBN: 9783030029258
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Source: Self-asserted source
Xiang Zhang

Multi-Person Brain Activity Recognition via Comprehensive EEG Signal Analysis

Proceedings of the 14th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services
2018 | Conference paper
DOI: 10.4108/eai.7-11-2017.2273696
ISBN: 9781450353687
Source: Self-asserted source
Xiang Zhang

MindID:Person Identification from Brain Waves through Attention-based Recurrent Neural Network

Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
2018-09-18 | Journal article
DOI: 10.1145/3264959
Part of ISSN: 2474-9567
Source: Self-asserted source
Xiang Zhang

Multi-modality Sensor Data Classification with Selective Attention

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence (IJCAI)
2018-07 | Conference paper
DOI: 10.24963/ijcai.2018/432
ISBN: 9780999241127
Source: Self-asserted source
Xiang Zhang

EEG-based Motion Intention Recognition via Multi-task RNNs

Proceedings of the 2018 SIAM International Conference on Data Mining
2018-05-07 | Book chapter
DOI: 10.1137/1.9781611975321.32
Part of ISBN: 9781611975321
Source: Self-asserted source
Xiang Zhang

Context-aware Human Intent Inference for Improving Human Machine Cooperation

2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)
2018-03 | Conference paper
DOI: 10.1109/percomw.2018.8480331
ISBN: 9781538632277
Source: Self-asserted source
Xiang Zhang

Converting Your Thoughts to Texts: Enabling Brain Typing via Deep Feature Learning of EEG Signals

2018 IEEE International Conference on Pervasive Computing and Communications (PerCom)
2018-03 | Conference paper
DOI: 10.1109/percom.2018.8444575
ISBN: 9781538632246
Source: Self-asserted source
Xiang Zhang

Intent Recognition in Smart Living Through Deep Recurrent Neural Networks

Neural Information Processing
2017 | Book chapter
DOI: 10.1007/978-3-319-70096-0_76
Part of ISBN: 9783319700953
Part of ISBN: 9783319700960
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Source: Self-asserted source
Xiang Zhang

Cascade and parallel convolutional recurrent neural networks on EEG-based intention recognition for brain computer interface

Proceedings of the AAAI Conference on Artificial Intelligence
Conference paper
Source: Self-asserted source
Xiang Zhang

Deep Learning for Brain Computer Interface: Representations, Algorithms and Applications.

World Scientific Publishing Europe Ltd
Book
Source: Self-asserted source
Xiang Zhang

GNNGuard: Defending Graph Neural Networks against Adversarial Attacks

NeurIPS 2020
Conference paper
Source: Self-asserted source
Xiang Zhang

Multi-task Generative Adversarial Learning on Geometrical Shape Reconstruction from EEG Brain Signals

Multi-task Generative Adversarial Learning on Geometrical Shape Reconstruction from EEG Brain Signals
Conference paper
Source: Self-asserted source
Xiang Zhang

Self-Supervised Contrastive Pre-Training For Time Series via Time-Frequency Consistency

NeurIPS
Conference paper
Contributors: Xiang Zhang
Source: Self-asserted source
Xiang Zhang

Peer review (1 review for 1 publication/grant)

Review activity for Nature communications (1)
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