default search action
Xiang Zhang 0012
Person information
- affiliation: University of North Carolina at Charlotte, Department of Computer Science, NC, USA
- affiliation: Harvard University, Harvard Medical School, Boston, MA, USA
- affiliation (PhD 2020): University of New South Wales, School of Computer Science and Engineering, Sydney, Australia
Other persons with the same name
- Xiang Zhang — disambiguation page
- Xiang Zhang 0001 — Pennsylvania State University, University Park, PA, USA (and 2 more)
- Xiang Zhang 0002 — Wuhan University, State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing, China (and 1 more)
- Xiang Zhang 0003 — University of Louisville, Department of Chemistry, KY, USA
- Xiang Zhang 0004 — Tencent America, Media Laboratory, Palo Alto, CA, USA (and 1 more)
- Xiang Zhang 0005 — Arizona State University, School of Computing, Informatics, and Decision Systems Engineering, Tempe, AZ, USA
- Xiang Zhang 0006 — University of Electronic Science and Technology of China, School of Electronic Engineering, Chengdu, China (and 1 more)
- Xiang Zhang 0007 — Nanyang Technological University, School of Electrical and Electronic Engineering, Centre of Excellence in IC Design, Singapore
- Xiang Zhang 0008 — National University of Defense Technology, College of Computer, Science and Technology on Parallel and Distributed Processing Laboratory, Changsha, China
- Xiang Zhang 0009 — Shanghai Jiao Tong University, School of Mathematical Sciences, Key Laboratory of Scientific and Engineering Computing, Shanghai, China
- Xiang Zhang 0010 — Wuhan University, School of Resource and Environmental Sciences, Wuhan, China
- Xiang Zhang 0011 — Hefei University of Technology, China
- Xiang Zhang 0013 — New York University, NY, USA (and 1 more)
- Xiang Zhang 0014 — Chinese Academy of Sciences, Key Laboratory of Speech Acoustics and Content Understanding, China
- Xiang Zhang 0015 — UC San Diego, CA, USA (and 1 more)
- Xiang Zhang 0016 — University of Wyoming, Department of Mechanical Engineering, Laramie, WY, USA
- Xiang Zhang 0017 — Dalian Maritime University, College of Transportation Engineering, Liaoning, China (and 1 more)
- Xiang Zhang 0018 — Northwest University, School of Information and Technology, Xi'an, China
- Xiang Zhang 0019 — University of Utah, Department of Electrical and Computer Engineering, Salt Lake City, UT, USA
- Xiang Zhang 0020 — University of California Berkeley, Department of Mechanical Engineering, CA, USA
- Xiang Zhang 0021 — LASAC, Land Satellite Remote Sensing Application Center, Ministry of Natural Resources, Beijing, China (and 1 more)
- Xiang Zhang 0022 — Wuhan University, School of Electronic Information, China
- Xiang Zhang 0023 — Hunan University, College of Computer Science and Electronic Engineering, Changsha, China
- Xiang Zhang 0024 — Beijing University of Posts and Telecommunications, China Academy of Information and Communications Technology, Beijing, China
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
- [j14]Yingjian Song, Zaid Farooq Pitafi, Fei Dou, Jin Sun, Xiang Zhang, Bradley G. Phillips, Wen-Zhan Song:
Self-Supervised Representation Learning and Temporal-Spectral Feature Fusion for Bed Occupancy Detection. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 8(3): 124:1-124:25 (2024) - [j13]Aniqa Arif, Yihe Wang, Rui Yin, Xiang Zhang, Ahmed Helmy:
EF-Net: Mental State Recognition by Analyzing Multimodal EEG-fNIRS via CNN. Sensors 24(6): 1889 (2024) - [c22]Chenrui Wu, Haishuai Wang, Xiang Zhang, Zhen Fang, Jiajun Bu:
Spatio-temporal Heterogeneous Federated Learning for Time Series Classification with Multi-view Orthogonal Training. ACM Multimedia 2024: 2613-2622 - [i30]Ziyu Liu, Azadeh Alavi, Minyi Li, Xiang Zhang:
Self-Supervised Learning for Time Series: Contrastive or Generative? CoRR abs/2403.09809 (2024) - [i29]Yihe Wang, Nan Huang, Taida Li, Yujun Yan, Xiang Zhang:
Medformer: A Multi-Granularity Patching Transformer for Medical Time-Series Classification. CoRR abs/2405.19363 (2024) - [i28]Ziyu Liu, Azadeh Alavi, Minyi Li, Xiang Zhang:
Guidelines for Augmentation Selection in Contrastive Learning for Time Series Classification. CoRR abs/2407.09336 (2024) - [i27]Yihe Wang, Taida Li, Yujun Yan, Wenzhan Song, Xiang Zhang:
How to evaluate your medical time series classification? CoRR abs/2410.03057 (2024) - [i26]Nan Huang, Haishuai Wang, Zihuai He, Marinka Zitnik, Xiang Zhang:
Repurposing Foundation Model for Generalizable Medical Time Series Classification. CoRR abs/2410.03794 (2024) - 2023
- [j12]Jun Wen, Xiang Zhang, Everett Neil Rush, Vidul Ayakulangara Panickan, Xingyu Li, Tianrun Cai, Doudou Zhou, Yuk-Lam Ho, Lauren Costa, Edmon Begoli, Chuan Hong, J. Michael Gaziano, Kelly Cho, Junwei Lu, Katherine P. Liao, Marinka Zitnik, Tianxi Cai:
Multimodal representation learning for predicting molecule-disease relations. Bioinform. 39(2) (2023) - [j11]Ziyu Liu, Azadeh Alavi, Minyi Li, Xiang Zhang:
Self-Supervised Contrastive Learning for Medical Time Series: A Systematic Review. Sensors 23(9): 4221 (2023) - [c21]Zhihong Liu, Xiaofeng Liu, Xiang Zhang, Jie Li:
Contrastive Learning-Based Time Series Classification in Healthcare. ISAIMS 2023: 728-733 - [c20]Gaotang Li, Marlena Duda, Xiang Zhang, Danai Koutra, Yujun Yan:
Interpretable Sparsification of Brain Graphs: Better Practices and Effective Designs for Graph Neural Networks. KDD 2023: 1223-1234 - [c19]Yihe Wang, Yu Han, Haishuai Wang, Xiang Zhang:
Contrast Everything: A Hierarchical Contrastive Framework for Medical Time-Series. NeurIPS 2023 - [i25]Gaotang Li, Marlena Duda, Xiang Zhang, Danai Koutra, Yujun Yan:
Interpretable Sparsification of Brain Graphs: Better Practices and Effective Designs for Graph Neural Networks. CoRR abs/2306.14375 (2023) - [i24]Huili Cai, Xiang Zhang, Xiaofeng Liu:
Semi-Supervised End-To-End Contrastive Learning For Time Series Classification. CoRR abs/2310.08848 (2023) - [i23]Yihe Wang, Yu Han, Haishuai Wang, Xiang Zhang:
Contrast Everything: A Hierarchical Contrastive Framework for Medical Time-Series. CoRR abs/2310.14017 (2023) - 2022
- [c18]Yihe Wang, Mohammad Mahdi Khalili, Xiang Zhang:
Towards Fair Representation Learning in Knowledge Graph with Stable Adversarial Debiasing. ICDM (Workshops) 2022: 901-909 - [c17]Xiang Zhang, Marko Zeman, Theodoros Tsiligkaridis, Marinka Zitnik:
Graph-Guided Network for Irregularly Sampled Multivariate Time Series. ICLR 2022 - [c16]Xiang Zhang, Ziyuan Zhao, Theodoros Tsiligkaridis, Marinka Zitnik:
Self-Supervised Contrastive Pre-Training For Time Series via Time-Frequency Consistency. NeurIPS 2022 - [i22]Xiang Zhang, Ziyuan Zhao, Theodoros Tsiligkaridis, Marinka Zitnik:
Self-Supervised Contrastive Pre-Training For Time Series via Time-Frequency Consistency. CoRR abs/2206.08496 (2022) - 2021
- [b2]Xiang Zhang, Lina Yao:
Deep Learning for EEG-Based Brain-Computer Interfaces - Representations, Algorithms and Applications. WorldScientific 2021, ISBN 9781786349583, pp. 1-296 - [j10]Lei Bai, Lina Yao, Xianzhi Wang, Can Li, Xiang Zhang:
Deep spatial-temporal sequence modeling for multi-step passenger demand prediction. Future Gener. Comput. Syst. 121: 25-34 (2021) - [j9]Xiang Zhang, Marissa Sumathipala, Marinka Zitnik:
Population-scale identification of differential adverse events before and during a pandemic. Nat. Comput. Sci. 1(10): 666-677 (2021) - [c15]Ziyu Liu, Xiang Zhang:
ECG-Based Heart Arrhythmia Diagnosis Through Attentional Convolutional Neural Networks. IoTaIS 2021: 156-162 - [i21]Ziyu Liu, Xiang Zhang:
ECG-Based Heart Arrhythmia Diagnosis Through Attentional Convolutional Neural Networks. CoRR abs/2108.10226 (2021) - [i20]Xiang Zhang, Marko Zeman, Theodoros Tsiligkaridis, Marinka Zitnik:
Graph-Guided Network for Irregularly Sampled Multivariate Time Series. CoRR abs/2110.05357 (2021) - 2020
- [b1]Xiang Zhang:
Data-Efficient Deep Representation Learning for Brain-Computer Interface and Its Applications. University of New South Wales, Sydney, Australia, 2020 - [j8]Weitao Xu, Xiang Zhang, Lina Yao, Wanli Xue, Bo Wei:
A multi-view CNN-based acoustic classification system for automatic animal species identification. Ad Hoc Networks 102: 102115 (2020) - [j7]Chaoran Huang, Lina Yao, Xianzhi Wang, Boualem Benatallah, Xiang Zhang:
Software expert discovery via knowledge domain embeddings in a collaborative network. Pattern Recognit. Lett. 130: 46-53 (2020) - [j6]Shuai Zhang, Lina Yao, Bin Wu, Xiwei Xu, Xiang Zhang, Liming Zhu:
Unraveling Metric Vector Spaces With Factorization for Recommendation. IEEE Trans. Ind. Informatics 16(2): 732-742 (2020) - [j5]Xiang Zhang, Lina Yao, Chaoran Huang, Tao Gu, Zheng Yang, Yunhao Liu:
DeepKey: A Multimodal Biometric Authentication System via Deep Decoding Gaits and Brainwaves. ACM Trans. Intell. Syst. Technol. 11(4): 49:1-49:24 (2020) - [j4]Xiang Zhang, Lina Yao, Manqing Dong, Zhe Liu, Yu Zhang, Yong Li:
Adversarial Representation Learning for Robust Patient-Independent Epileptic Seizure Detection. IEEE J. Biomed. Health Informatics 24(10): 2852-2859 (2020) - [c14]Xiang Zhang, Marinka Zitnik:
GNNGuard: Defending Graph Neural Networks against Adversarial Attacks. NeurIPS 2020 - [i19]Weitao Xu, Xiang Zhang, Lina Yao, Wanli Xue, Bo Wei:
A Multi-view CNN-based Acoustic Classification System for Automatic Animal Species Identification. CoRR abs/2002.09821 (2020) - [i18]Xiang Zhang, Marinka Zitnik:
GNNGuard: Defending Graph Neural Networks against Adversarial Attacks. CoRR abs/2006.08149 (2020)
2010 – 2019
- 2019
- [j3]Xiang Zhang, Xiaocong Chen, Manqing Dong, Huan Liu, Chang Ge, Lina Yao:
Multi-task Generative Adversarial Learning on Geometrical Shape Reconstruction from EEG Brain Signals. Aust. J. Intell. Inf. Process. Syst. 15(2): 36-43 (2019) - [j2]Xiang Zhang, Lina Yao, Shuai Zhang, Salil S. Kanhere, Michael Sheng, Yunhao Liu:
Internet of Things Meets Brain-Computer Interface: A Unified Deep Learning Framework for Enabling Human-Thing Cognitive Interactivity. IEEE Internet Things J. 6(2): 2084-2092 (2019) - [c13]Xiaocong Chen, Chaoran Huang, Xiang Zhang, Xianzhi Wang, Wei Liu, Lina Yao:
Expert2Vec: Distributed Expert Representation Learning in Question Answering Community. ADMA 2019: 288-301 - [c12]Xiang Zhang, Lina Yao, Xianzhi Wang, Wenjie Zhang, Shuai Zhang, Yunhao Liu:
Know Your Mind: Adaptive Cognitive Activity Recognition with Reinforced CNN. ICDM 2019: 896-905 - [c11]Xiang Zhang, Xiaocong Chen, Lina Yao, Chang Ge, Manqing Dong:
Deep Neural Network Hyperparameter Optimization with Orthogonal Array Tuning. ICONIP (4) 2019: 287-295 - [c10]Manqing Dong, Lina Yao, Xianzhi Wang, Boualem Benatallah, Xiang Zhang, Quan Z. Sheng:
Dual-stream Self-Attentive Random Forest for False Information Detection. IJCNN 2019: 1-8 - [c9]Xiang Zhang, Lina Yao, Feng Yuan:
Adversarial Variational Embedding for Robust Semi-supervised Learning. KDD 2019: 139-147 - [i17]Xiang Zhang, Lina Yao, Feng Yuan:
Adversarial Variational Embedding for Robust Semi-supervised Learning. CoRR abs/1905.02361 (2019) - [i16]Xiang Zhang, Lina Yao, Xianzhi Wang, Jessica Monaghan, David McAlpine:
A Survey on Deep Learning based Brain Computer Interface: Recent Advances and New Frontiers. CoRR abs/1905.04149 (2019) - [i15]Xiang Zhang, Xiaocong Chen, Manqing Dong, Huan Liu, Chang Ge, Lina Yao:
Multi-task Generative Adversarial Learning on Geometrical Shape Reconstruction from EEG Brain Signals. CoRR abs/1907.13351 (2019) - [i14]Xiang Zhang, Xiaocong Chen, Lina Yao, Chang Ge, Manqing Dong:
Deep Neural Network Hyperparameter Optimization with Orthogonal Array Tuning. CoRR abs/1907.13359 (2019) - [i13]Xiang Zhang, Lina Yao, Manqing Dong, Zhe Liu, Yu Zhang, Yong Li:
Adversarial Representation Learning for Robust Patient-Independent Epileptic Seizure Detection. CoRR abs/1909.10868 (2019) - 2018
- [j1]Xiang Zhang, Lina Yao, Salil S. Kanhere, Yunhao Liu, Tao Gu, Kaixuan Chen:
MindID: Person Identification from Brain Waves through Attention-based Recurrent Neural Network. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2(3): 149:1-149:23 (2018) - [c8]Dalin Zhang, Lina Yao, Xiang Zhang, Sen Wang, Weitong Chen, Robert Boots, Boualem Benatallah:
Cascade and Parallel Convolutional Recurrent Neural Networks on EEG-based Intention Recognition for Brain Computer Interface. AAAI 2018: 1703-1710 - [c7]Xiang Zhang, Lina Yao, Chaoran Huang, Sen Wang, Mingkui Tan, Guodong Long, Can Wang:
Multi-modality Sensor Data Classification with Selective Attention. IJCAI 2018: 3111-3117 - [c6]Xiang Zhang, Lina Yao, Quan Z. Sheng, Salil S. Kanhere, Tao Gu, Dalin Zhang:
Converting Your Thoughts to Texts: Enabling Brain Typing via Deep Feature Learning of EEG Signals. PerCom 2018: 1-10 - [c5]Xiang Zhang:
Context-aware Human Intent Inference for Improving Human Machine Cooperation. PerCom Workshops 2018: 456-457 - [c4]Weitong Chen, Sen Wang, Xiang Zhang, Lina Yao, Lin Yue, Buyue Qian, Xue Li:
EEG-based Motion Intention Recognition via Multi-task RNNs. SDM 2018: 279-287 - [c3]Xiaodong Ning, Lina Yao, Xianzhi Wang, Boualem Benatallah, Shuai Zhang, Xiang Zhang:
Data-Augmented Regression with Generative Convolutional Network. WISE (2) 2018: 301-311 - [i12]Xiang Zhang, Lina Yao, Xianzhi Wang, Wenjie Zhang, Zheng Yang, Yunhao Liu:
Know Your Mind: Adaptive Brain Signal Classification with Reinforced Attentive Convolutional Neural Networks. CoRR abs/1802.03996 (2018) - [i11]Xiang Zhang:
Context-aware Human Intent Inference for Improving Human Machine Cooperation. CoRR abs/1803.04099 (2018) - [i10]Xiang Zhang, Lina Yao, Chaoran Huang, Sen Wang, Mingkui Tan, Guodong Long, Can Wang:
Multi-modality Sensor Data Classification with Selective Attention. CoRR abs/1804.05493 (2018) - [i9]Xiang Zhang, Lina Yao, Shuai Zhang, Salil S. Kanhere, Quan Z. Sheng, Yunhao Liu:
Internet of Things Meets Brain-Computer Interface: A Unified Deep Learning Framework for Enabling Human-Thing Cognitive Interactivity. CoRR abs/1805.00789 (2018) - [i8]Xiang Zhang, Lina Yao, Chaoran Huang, Salil S. Kanhere, Dalin Zhang:
Brain2Object: Printing Your Mind from Brain Signals with Spatial Correlation Embedding. CoRR abs/1810.02223 (2018) - [i7]Chaoran Huang, Lina Yao, Xianzhi Wang, Boualem Benatallah, Xiang Zhang:
Software Expert Discovery via Knowledge Domain Embeddings in a Collaborative Network. CoRR abs/1810.11305 (2018) - 2017
- [c2]Xiang Zhang, Lina Yao, Chaoran Huang, Quan Z. Sheng, Xianzhi Wang:
Intent Recognition in Smart Living Through Deep Recurrent Neural Networks. ICONIP (2) 2017: 748-758 - [c1]Xiang Zhang, Lina Yao, Dalin Zhang, Xianzhi Wang, Quan Z. Sheng, Tao Gu:
Multi-Person Brain Activity Recognition via Comprehensive EEG Signal Analysis. MobiQuitous 2017: 28-37 - [i6]Xiang Zhang, Lina Yao, Chaoran Huang, Quan Z. Sheng, Xianzhi Wang:
Enhancing Mind Controlled Smart Living Through Recurrent Neural Networks. CoRR abs/1702.06830 (2017) - [i5]Xiang Zhang, Lina Yao, Kaixuan Chen, Xianzhi Wang, Quan Z. Sheng, Tao Gu:
DeepKey: An EEG and Gait Based Dual-Authentication System. CoRR abs/1706.01606 (2017) - [i4]Dalin Zhang, Lina Yao, Xiang Zhang, Sen Wang, Weitong Chen, Robert Boots:
EEG-based Intention Recognition from Spatio-Temporal Representations via Cascade and Parallel Convolutional Recurrent Neural Networks. CoRR abs/1708.06578 (2017) - [i3]Xiang Zhang, Lina Yao, Quan Z. Sheng, Salil S. Kanhere, Tao Gu, Dalin Zhang:
Converting Your Thoughts to Texts: Enabling Brain Typing via Deep Feature Learning of EEG Signals. CoRR abs/1709.08820 (2017) - [i2]Xiang Zhang, Lina Yao, Dalin Zhang, Xianzhi Wang, Quan Z. Sheng, Tao Gu:
Multi-Person Brain Activity Recognition via Comprehensive EEG Signal Analysis. CoRR abs/1709.09077 (2017) - [i1]Xiang Zhang, Lina Yao, Salil S. Kanhere, Yunhao Liu, Tao Gu, Kaixuan Chen:
MindID: Person Identification from Brain Waves through Attention-based Recurrent Neural Network. CoRR abs/1711.06149 (2017)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from , , and to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-12-05 21:37 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint