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Jun Qi
ORCID
Publication Activity (10 Years)
Years Active: 2013-2024
Publications (10 Years): 79
Top Topics
Neural Network
Top Venues
CoRR
ICASSP
IEEE Access
ISPA/BDCloud/SocialCom/SustainCom
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Publications
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Haoyu Wu
,
Jun Qi
,
Erick Purwanto
,
Xiaohui Zhu
,
Po Yang
,
Jianjun Chen
Multi-Scale Feature and Multi-Channel Selection toward Parkinson's Disease Diagnosis with EEG.
Sensors
24 (14) (2024)
Jiadi Yao
,
Hong Luo
,
Jun Qi
,
Xiao-Lei Zhang
Interpretable Spectrum Transformation Attacks to Speaker Recognition Systems.
IEEE ACM Trans. Audio Speech Lang. Process.
32 (2024)
Dan Zhou
,
Qi Zhang
,
Fanghong Guo
,
Zhijie Lian
,
Jun Qi
,
Wenwei Zhou
Distributed Resilient Secondary Control for Islanded DC Microgrids Considering Unbounded FDI Attacks.
IEEE Trans. Smart Grid
15 (1) (2024)
Xuemin Tan
,
Jun Qi
,
John Q. Gan
,
Jianglin Zhang
,
Chao Guo
,
Fu Wan
,
Ke Wang
Multi-filter semi-supervised transformer model for fault diagnosis.
Eng. Appl. Artif. Intell.
124 (2023)
Lin Qiao
,
Ruiting Qu
,
Qing Song
,
Xuming Lyu
,
Lixia Wang
,
Jun Qi
Graph Pattern Matching Based Intelligent Operation and Maintenance Method for Cloud Resource Operation.
DSC
(2023)
Jun Qi
,
Hongqing Yu
,
Po Yang
,
Yun Yang
,
Zhibo Pang
IoTBDH-2023: The 5th International Workshop on Internet of Things of Big Data for Healthcare.
CIKM
(2023)
Jun Qi
,
Xiao-Lei Zhang
,
Javier Tejedor
Optimizing Quantum Federated Learning Based on Federated Quantum Natural Gradient Descent.
ICASSP
(2023)
Jun Qi
Federated Quantum Natural Gradient Descent for Quantum Federated Learning.
CoRR
(2022)
Haoyu Wu
,
Jun Qi
,
Wei Wang
,
Jianjun Chen
Machine Learning-based Gesture Recognition Using Wearable Devices.
CyberC
(2022)
Jun Qi
,
Javier Tejedor
Exploiting Hybrid Models of Tensor-Train Networks for Spoken Command Recognition.
CoRR
(2022)
Jiajia Li
,
Jie Chen
,
Bin Sheng
,
Ping Li
,
Po Yang
,
David Dagan Feng
,
Jun Qi
Automatic Detection and Classification System of Domestic Waste via Multimodel Cascaded Convolutional Neural Network.
IEEE Trans. Ind. Informatics
18 (1) (2022)
Chao-Han Huck Yang
,
Jun Qi
,
Samuel Yen-Chi Chen
,
Pin-Yu Chen
,
Sabato Marco Siniscalchi
,
Xiaoli Ma
,
Chin-Hui Lee
Decentralizing Feature Extraction with Quantum Convolutional Neural Network for Automatic Speech Recognition.
ICASSP
(2021)
Tao Wu
,
Xiangzeng Kong
,
Yiwen Wang
,
Xue Yang
,
Jingxuan Liu
,
Jun Qi
Automatic classification of EEG signals via deep learning.
INDIN
(2021)
Jun Qi
,
Javier Tejedor
Classical-to-Quantum Transfer Learning for Spoken Command Recognition Based on Quantum Neural Networks.
CoRR
(2021)
Jun Qi
Analysis on the Influencing Factors of College Students' Mental Health Based on Data Mining.
CONF-CDS
(2021)
Jun Qi
,
Baolong Zhu
,
Xiaowei Du
,
Huimin Sun
,
Shengzhong Xu
Filtering for Lipschitz Nonlinear Systems: An Impulsive System Approach.
IEEE Access
9 (2021)
Zhen Pang
,
Xiang Wang
,
Xulong Wang
,
Jun Qi
,
Zhong Zhao
,
Yuan Gao
,
Yun Yang
,
Po Yang
A Multi-modal Data Platform for Diagnosis and Prediction of Alzheimer's Disease Using Machine Learning Methods.
Mob. Networks Appl.
26 (6) (2021)
Zhike Zuo
,
Chao Tang
,
Yu Xu
,
Ying Wang
,
Yongzhong Wu
,
Jun Qi
,
Xiaolong Shi
Gene Position Index Mutation Detection Algorithm Based on Feedback Fast Learning Neural Network.
Comput. Intell. Neurosci.
2021 (2021)
Jing Zhang
,
Xiaoli Ma
,
Jun Qi
,
Shi Jin
Designing Tensor-Train Deep Neural Networks For Time-Varying MIMO Channel Estimation.
IEEE J. Sel. Top. Signal Process.
15 (3) (2021)
Jun Qi
,
Chao-Han Huck Yang
,
Pin-Yu Chen
QTN-VQC: An End-to-End Learning framework for Quantum Neural Networks.
CoRR
(2021)
Xinyu Guan
,
Jun Hu
,
Jun Qi
,
Dongyan Chen
,
Fanyueyang Zhang
,
Guang Yang
Observer-based H∞ sliding mode control for networked systems subject to communication channel fading and randomly varying nonlinearities.
Neurocomputing
437 (2021)
Dapeng Zhou
,
Jinghong Zhao
,
Ran Ran
,
Ying Liu
,
Dong Liu
,
Jun Qi
Integrated Information System of Township Power Supply Office and Team Based on Cloud Computing.
CSIA (1)
(2020)
Jun Qi
,
Hu Hu
,
Yannan Wang
,
Chao-Han Huck Yang
,
Sabato Marco Siniscalchi
,
Chin-Hui Lee
Exploring Deep Hybrid Tensor-to-Vector Network Architectures for Regression Based Speech Enhancement.
INTERSPEECH
(2020)
Jun Qi
,
Wenbin Zhao
,
Xiaoyan Bian
Comparative Study of SVC and STATCOM Reactive Power Compensation for Prosumer Microgrids With DFIG-Based Wind Farm Integration.
IEEE Access
8 (2020)
Jun Qi
,
Chao-Han Huck Yang
,
Javier Tejedor
Submodular Rank Aggregation on Score-Based Permutations for Distributed Automatic Speech Recognition.
ICASSP
(2020)
Jun Qi
,
Xu Liu
,
Javier Tejedor
Variational Inference-Based Dropout in Recurrent Neural Networks for Slot Filling in Spoken Language Understanding.
CoRR
(2020)
Xulong Wang
,
Gaoshan Bi
,
Yu Zhang
,
Jun Qi
,
Yun Yang
,
Po Yang
Visual Analysis of Biomarkers Selected via Multi-Task Learning for Modeling Alzheimer's Disease Progression.
ISPA/BDCloud/SocialCom/SustainCom
(2020)
Chao-Han Huck Yang
,
Jun Qi
,
Pin-Yu Chen
,
Xiaoli Ma
,
Chin-Hui Lee
Characterizing Speech Adversarial Examples Using Self-Attention U-Net Enhancement.
ICASSP
(2020)
Guobin Chen
,
Jun Qi
,
Chao Tang
,
Ying Wang
,
Yongzhong Wu
,
Xiaolong Shi
Analysis and Research of Key Genes in Gene Expression Network Based on Complex Network.
Complex.
2020 (2020)
Chao-Han Huck Yang
,
Jun Qi
,
Samuel Yen-Chi Chen
,
Pin-Yu Chen
,
Sabato Marco Siniscalchi
,
Xiaoli Ma
,
Chin-Hui Lee
Decentralizing Feature Extraction with Quantum Convolutional Neural Network for Automatic Speech Recognition.
CoRR
(2020)
Xiyang Peng
,
Xiang Wang
,
Jun Qi
,
Yun Yang
,
Jie Li
,
Po Yang
Experimental Analysis of Artificial Neural Networks Performance for Accessing Physical Activity Recognition in Daily Life.
ISPA/BDCloud/SocialCom/SustainCom
(2020)
Jun Qi
,
Hu Hu
,
Yannan Wang
,
Chao-Han Huck Yang
,
Sabato Marco Siniscalchi
,
Chin-Hui Lee
Tensor-to-Vector Regression for Multi-channel Speech Enhancement based on Tensor-Train Network.
CoRR
(2020)
Po Yang
,
Jun Qi
,
Xulong Wang
,
Yun Yang
MFL_COVID19: Quantifying Country-based Factors affecting Case Fatality Rate in Early Phase of COVID-19 Epidemic via Regularised Multi-task Feature Learning.
CoRR
(2020)
Zhen Pang
,
Shuhao Zhang
,
Yun Yang
,
Jun Qi
,
Po Yang
Interoperable Multi-Modal Data Analysis Platform for Alzheimer's Disease Management.
ISPA/BDCloud/SocialCom/SustainCom
(2020)
Jun Qi
,
Hu Hu
,
Yannan Wang
,
Chao-Han Huck Yang
,
Sabato Marco Siniscalchi
,
Chin-Hui Lee
Exploring Deep Hybrid Tensor-to-Vector Network Architectures for Regression Based Speech Enhancement.
CoRR
(2020)
Ran Ran
,
Dapeng Zhou
,
Jue Bo
,
Pan Hu
,
Jun Qi
,
Qiang Gao
,
Junwei Sun
Self-Service Analysis Tools Based on Open Sharing.
IWCMC
(2020)
Chao-Han Huck Yang
,
Jun Qi
,
Pin-Yu Chen
,
Yi Ouyang
,
I-Te Danny Hung
,
Chin-Hui Lee
,
Xiaoli Ma
Enhanced Adversarial Strategically-Timed Attacks Against Deep Reinforcement Learning.
ICASSP
(2020)
Jun Qi
,
Jun Du
,
Sabato Marco Siniscalchi
,
Xiaoli Ma
,
Chin-Hui Lee
On Mean Absolute Error for Deep Neural Network Based Vector-to-Vector Regression.
IEEE Signal Process. Lett.
27 (2020)
Chao-Han Huck Yang
,
Jun Qi
,
Pin-Yu Chen
,
Xiaoli Ma
,
Chin-Hui Lee
Characterizing Speech Adversarial Examples Using Self-Attention U-Net Enhancement.
CoRR
(2020)
Jun Qi
,
Hai-Ning Liang
,
Jianjun Chen
,
Xiyang Peng
,
Lee Newcombe
,
Po Yang
A Hybrid Hierarchical Model for Accessing Physical Activity Recognition towards Free-living Environments.
ISPA/BDCloud/SocialCom/SustainCom
(2020)
Jun Qi
,
Jun Du
,
Sabato Marco Siniscalchi
,
Xiaoli Ma
,
Chin-Hui Lee
Analyzing Upper Bounds on Mean Absolute Errors for Deep Neural Network Based Vector-to-Vector Regression.
CoRR
(2020)
Jun Qi
,
Jun Du
,
Sabato Marco Siniscalchi
,
Xiaoli Ma
,
Chin-Hui Lee
On Mean Absolute Error for Deep Neural Network Based Vector-to-Vector Regression.
CoRR
(2020)
Chao-Han Huck Yang
,
Jun Qi
,
Pin-Yu Chen
,
Yi Ouyang
,
I-Te Danny Hung
,
Chin-Hui Lee
,
Xiaoli Ma
Enhanced Adversarial Strategically-Timed Attacks against Deep Reinforcement Learning.
CoRR
(2020)
Jun Qi
,
Jun Du
,
Sabato Marco Siniscalchi
,
Xiaoli Ma
,
Chin-Hui Lee
Analyzing Upper Bounds on Mean Absolute Errors for Deep Neural Network-Based Vector-to-Vector Regression.
IEEE Trans. Signal Process.
68 (2020)
Po Yang
,
Geng Yang
,
Jing Liu
,
Jun Qi
,
Yun Yang
,
Xulong Wang
,
Tian Wang
DUAPM: An Effective Dynamic Micro-Blogging User Activity Prediction Model Towards Cyber-Physical-Social Systems.
IEEE Trans. Ind. Informatics
16 (8) (2020)
Samuel Yen-Chi Chen
,
Chao-Han Huck Yang
,
Jun Qi
,
Pin-Yu Chen
,
Xiaoli Ma
,
Hsi-Sheng Goan
Variational Quantum Circuits for Deep Reinforcement Learning.
IEEE Access
8 (2020)
Jun Qi
,
Hu Hu
,
Yannan Wang
,
Chao-Han Huck Yang
,
Sabato Marco Siniscalchi
,
Chin-Hui Lee
Tensor-To-Vector Regression for Multi-Channel Speech Enhancement Based on Tensor-Train Network.
ICASSP
(2020)
Jun Qi
,
Chao-Han Huck Yang
,
Javier Tejedor
Submodular Rank Aggregation on Score-based Permutations for Distributed Automatic Speech Recognition.
CoRR
(2020)
Jun Qi
,
Xiaoli Ma
,
Chin-Hui Lee
,
Jun Du
,
Sabato Marco Siniscalchi
Performance Analysis for Tensor-Train Decomposition to Deep Neural Network Based Vector-to-Vector Regression.
CISS
(2020)
Jun Qi
,
Po Yang
,
Lee Newcombe
,
Xiyang Peng
,
Yun Yang
,
Zhong Zhao
An overview of data fusion techniques for Internet of Things enabled physical activity recognition and measure.
Inf. Fusion
55 (2020)
Xulong Wang
,
Jun Qi
,
Yun Yang
,
Po Yang
A Survey of Disease Progression Modeling Techniques for Alzheimer's Diseases.
INDIN
(2019)
Weili Kong
,
Tsuyoshi Hayashi
,
Guillaume Fiches
,
Qikai Xu
,
Mamie Z. Li
,
Jianwen Que
,
Shuai Liu
,
Wei Zhang
,
Jun Qi
,
Netty Santoso
,
Stephen J. Elledge
,
Jian Zhu
Diversified Application of Barcoded PLATO (PLATO-BC) Platform for Identification of Protein Interactions.
Genom. Proteom. Bioinform.
17 (3) (2019)
Po Yang
,
Jing Liu
,
Jun Qi
,
Yun Yang
,
Xulong Wang
,
Zhihan Lv
Comparison and Modelling of Country-level Microblog User and Activity in Cyber-physical-social Systems Using Weibo and Twitter Data.
ACM Trans. Intell. Syst. Technol.
10 (6) (2019)
Junhui Li
,
Hongfei You
,
Jun Qi
,
Ming Kong
,
Shining Zhang
,
Hongguang Zhang
Stratified Optimization Strategy Used for Restoration With Photovoltaic-Battery Energy Storage Systems as Black-Start Resources.
IEEE Access
7 (2019)
Jun Qi
,
Po Yang
,
Martin Hanneghan
,
Stephen Tang
,
Bo Zhou
A Hybrid Hierarchical Framework for Gym Physical Activity Recognition and Measurement Using Wearable Sensors.
IEEE Internet Things J.
6 (2) (2019)
Jun Qi
,
Jun Du
,
Sabato Marco Siniscalchi
,
Chin-Hui Lee
A Theory on Deep Neural Network Based Vector-to-Vector Regression With an Illustration of Its Expressive Power in Speech Enhancement.
IEEE ACM Trans. Audio Speech Lang. Process.
27 (12) (2019)
Jun Qi
,
Yun Yang
,
Xiyang Peng
,
Lee Newcombe
,
Andrew Simpson
,
Po Yang
Experimental Analysis of Artificial Neural Networks Performance for Physical Activity Recognition Using Belt and Wristband Devices.
EMBC
(2019)
Xinfei Meng
,
Xiaolan Zhu
,
Shenghao Yang
,
Lu Wang
,
Jun Qi
,
Pei Yang
Research on Wine Analysis Based on Data Preprocessing.
ICNC-FSKD
(2019)
Bin Cao
,
Jianwei Zhao
,
Po Yang
,
Peng Yang
,
Xin Liu
,
Jun Qi
,
Andrew Simpson
,
Mohamed Elhoseny
,
Irfan Mehmood
,
Khan Muhammad
Multiobjective feature selection for microarray data via distributed parallel algorithms.
Future Gener. Comput. Syst.
100 (2019)
Xiangzeng Kong
,
Nan Li
,
Ling Lin
,
Pan Xiong
,
Jun Qi
Relationship of Stress Changes and Anomalies in OLR Data of the Wenchuan and Lushan Earthquakes.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
11 (8) (2018)
Bo Zhou
,
Curtis L. Maines
,
Stephen Tang
,
Qi Shi
,
Po Yang
,
Qiang Yang
,
Jun Qi
A 3-D Security Modeling Platform for Social IoT Environments.
IEEE Trans. Comput. Soc. Syst.
5 (4) (2018)
Jun Qi
,
Po Yang
,
Atif Waraich
,
Zhikun Deng
,
Youbing Zhao
,
Yun Yang
Examining sensor-based physical activity recognition and monitoring for healthcare using Internet of Things: A systematic review.
J. Biomed. Informatics
87 (2018)
Xinyi Yu
,
Xuejinfeng Hong
,
Jun Qi
,
Linlin Ou
,
Yanlin He
Research on the low-order control strategy of the power system with time delay.
IEEE CAA J. Autom. Sinica
5 (2) (2018)
Xiaoguang Cao
,
Peng Wang
,
Cai Meng
,
Xiangzhi Bai
,
Guoping Gong
,
Miaoming Liu
,
Jun Qi
Region Based CNN for Foreign Object Debris Detection on Airfield Pavement.
Sensors
18 (3) (2018)
Lee Newcombe
,
Po Yang
,
Chris Carter
,
Martin Hanneghan
,
Jun Qi
Experimental Analysis of Cost-Effective Mobile Sensing Technologies for Activity Analytics in Elderly Care.
HPCC/SmartCity/DSS
(2018)
Jun Qi
,
Xu Liu
,
Shunsuke Kamijo
,
Javier Tejedor
Distributed Submodular Maximization for Large Vocabulary Continuous Speech Recognition.
ICASSP
(2018)
Jun Qi
,
Po Yang
,
Martin Hanneghan
,
Stephen Tang
Multiple density maps information fusion for effectively assessing intensity pattern of lifelogging physical activity.
Neurocomputing
220 (2017)
Jun Qi
,
Guo-Ping Liu
A Robust High-Accuracy Ultrasound Indoor Positioning System Based on a Wireless Sensor Network.
Sensors
17 (11) (2017)
Jun Qi
,
Po Yang
,
Martin Hanneghan
,
Kieran Latham
,
Stephen Tang
Uncertainty Investigation for Personalised Lifelogging Physical Activity Intensity Pattern Assessment with Mobile Devices.
iThings/GreenCom/CPSCom/SmartData
(2017)
Jun Qi
,
Javier Tejedor
Unsupervised Submodular Rank Aggregation on Score-based Permutations.
CoRR
(2017)
Po Yang
,
Apostolos Antonacopoulos
,
Christian Clausner
,
Stefan Pletschacher
,
Jun Qi
Effective geometric restoration of distorted historical document for large-scale digitisation.
IET Image Process.
11 (10) (2017)
Qifen Dong
,
Li Yu
,
Wenzhan Song
,
Junjie Yang
,
Yuan Wu
,
Jun Qi
Fast distributed demand response algorithm in smart grid.
IEEE CAA J. Autom. Sinica
4 (2) (2017)
Jun Qi
,
Po Yang
,
Geyong Min
,
Oliver Amft
,
Feng Dong
,
Lida Xu
Advanced internet of things for personalised healthcare systems: A survey.
Pervasive Mob. Comput.
41 (2017)
Jun Qi
,
Javier Tejedor
Deep multi-view representation learning for multi-modal features of the schizophrenia and schizo-affective disorder.
ICASSP
(2016)
Xiaoguang Cao
,
Guoping Gong
,
Miaoming Liu
,
Jun Qi
Foreign Object Debris Detection on Airfield Pavement Using Region Based Convolution Neural Network.
DICTA
(2016)
Jun Qi
,
Po Yang
,
Martin Hanneghan
,
Dina Fan
,
Zhikun Deng
,
Feng Dong
Ellipse fitting model for improving the effectiveness of life-logging physical activity measures in an Internet of Things environment.
IET Networks
5 (5) (2016)
Guanghua Tan
,
Hui Chen
,
Jun Qi
A novel image matting method using sparse manual clicks.
Multim. Tools Appl.
75 (17) (2016)
Jun Qi
,
Javier Tejedor
Robust submodular data partitioning for distributed speech recognition.
ICASSP
(2016)
Daniel Cappel
,
Michelle Lynn Hall
,
Eelke B. Lenselink
,
Thijs Beuming
,
Jun Qi
,
James Bradner
,
Woody Sherman
Relative Binding Free Energy Calculations Applied to Protein Homology Models.
J. Chem. Inf. Model.
56 (12) (2016)
Po Yang
,
Martin Hanneghan
,
Jun Qi
,
Zhikun Deng
,
Feng Dong
,
Dina Fan
Improving the Validity of Lifelogging Physical Activity Measures in an Internet of Things Environment.
CIT/IUCC/DASC/PICom
(2015)
Jun Qi
,
Liming Chen
,
Wolfgang Leister
,
Shengxiang Yang
Towards Knowledge Driven Decision Support for Personalized Home-Based Self-Management of Chronic Diseases.
UIC/ATC/ScalCom
(2015)
Chao Ma
,
Jun Qi
,
Dongmei Li
,
Runsheng Liu
Improving bottleneck features for automatic speech recognition using gammatone-based cochleagram and sparsity regularization.
APSIPA
(2015)
Jun Qi
,
Po Yang
,
Dina Fan
,
Zhikun Deng
A Survey of Physical Activity Monitoring and Assessment Using Internet of Things Technology.
CIT/IUCC/DASC/PICom
(2015)
Guanghua Tan
,
Jun Qi
,
Chunming Gao
,
Jin Chen
,
Liyuan Zhuo
Saliency-Based Unsupervised Image Matting.
Int. J. Pattern Recognit. Artif. Intell.
28 (4) (2014)
Lin Shi
,
Feiyu Lin
,
Tianchu Yang
,
Jun Qi
,
Wei Ma
,
Shoukun Xu
Context-based Ontology-driven Recommendation Strategies for Tourism in Ubiquitous Computing.
Wirel. Pers. Commun.
76 (4) (2014)
Joseph Rafferty
,
Chris D. Nugent
,
Liming Chen
,
Jun Qi
,
Rachael Dutton
,
Anna Zirk
,
Lars Thomas Boye
,
Michael Kohn
,
Riitta Hellman
NFC based provisioning of instructional videos to assist with instrumental activities of daily living.
EMBC
(2014)
Jun Qi
,
Dong Wang
,
Javier Tejedor
Subspace models for bottleneck features.
INTERSPEECH
(2013)
Wei Liu
,
Jun Qi
,
Lizhen Xu
Research on High Availability Mechanism in Distributed Data Stream Management System.
IEEE WISA
(2013)
Jun Qi
,
Dong Wang
,
Yi Jiang
,
Runsheng Liu
Auditory features based on Gammatone filters for robust speech recognition.
ISCAS
(2013)
Jun Qi
,
Dong Wang
,
Ji Xu
,
Javier Tejedor
Bottleneck features based on gammatone frequency cepstral coefficients.
INTERSPEECH
(2013)