Guangzhi Qu

According to our database, Guangzhi Qu authored at least 74 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

DeepSIM: a novel deep learning method for graph similarity computation.

Bo Liu, Zhihan Wang, Jidong Zhang, Jiahui Wu, Guangzhi Qu

Soft Comput., January, 2024

2023

Retyping of triple-negative breast cancer based on clustering method.

Bo Liu, Xingrui Li, Huina Wang, Shuangtao Zhao, Jianqiang Li, Guangzhi Qu, Fei Wang

Expert Syst. J. Knowl. Eng., 2023

SATTree: A SHAP-Augmented Threshold Tree for Clustering Explanation.

Lige Gan, Bo Liu, Andrew Meng, Feng Zhang, Guangzhi Qu

Proceedings of the IEEE International Conference on Data Mining, 2023

Efficient Differentially Private Tensor Factorization in the Parallel and Distributed Computing Paradigm.

Feng Zhang, Hao Wang, Ruixin Guo, Erkang Xue, Guangzhi Qu

Proceedings of the IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2023

2022

AIP: A Named Entity Recognition Method Combining Glyphs and Sounds.

Bo Liu, Zhuo Su, Guangzhi Qu

ACM Trans. Asian Low Resour. Lang. Inf. Process., November, 2022

DS-ADMM++: A Novel Distributed Quantized ADMM to Speed up Differentially Private Matrix Factorization.

Feng Zhang, Erkang Xue, Ruixin Guo, Guangzhi Qu, Gansen Zhao, Albert Y. Zomaya

IEEE Trans. Parallel Distributed Syst., 2022

Exploit the data level parallelism and schedule dependent tasks on the multi-core processors.

Zijun Han, Guangzhi Qu, Bo Liu, Feng Zhang

Inf. Sci., 2022

Edge utilization in graph convolutional networks for graph classification.

Xiao Yue, Guangzhi Qu, Bo Liu, Feng Zhang

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

A Lightweight and Fast Approach for Upper Limb Range of Motion Assessment.

Xuke Yan, Linxi Zhang, Bo Liu, Guangzhi Qu

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

A multimodal sentiment recognition method based on attention mechanism.

Bo Liu, Jidong Zhang, Yuxiao Xu, Jianqiang Li, Yan Pei, Guangzhi Qu

Proceedings of the 5th Artificial Intelligence and Cloud Computing Conference, 2022

2021

A Method for Mining Granger Causality Relationship on Atmospheric Visibility.

Bo Liu, Xi He, Mingdong Song, Jianqiang Li, Guangzhi Qu, Jianlei Lang, Rentao Gu

ACM Trans. Knowl. Discov. Data, 2021

A Spatiotemporal Recurrent Neural Network for Prediction of Atmospheric PM2.5: A Case Study of Beijing.

Bo Liu, Shuo Yan, Jianqiang Li, Yong Li, Jianlei Lang, Guangzhi Qu

IEEE Trans. Comput. Soc. Syst., 2021

Cascaded Segmented Matting Network for Human Matting.

Bo Liu, Haipeng Jing, Guangzhi Qu, Hans W. Guesgen

IEEE Access, 2021

Automatic text summary generation method based on hybrid model DNM.

Kuan Xu, Bo Liu, Jianqiang Li, Yong Li, Chen HL, Guangzhi Qu

Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

2020

Optimizing FHEW With Heterogeneous High-Performance Computing.

Xinya Lei, Ruixin Guo, Feng Zhang, Lizhe Wang, Rui Xu, Guangzhi Qu

IEEE Trans. Ind. Informatics, 2020

Optimizing the confidence bound of count-min sketches to estimate the streaming big data query results more precisely.

Ruixin Guo, Erkang Xue, Feng Zhang, Gansen Zhao, Guangzhi Qu

Computing, 2020

2019

A Sequence-to-Sequence Air Quality Predictor Based on the n-Step Recurrent Prediction.

Bo Liu, Shuo Yan, Jianqiang Li, Guangzhi Qu, Yong Li, Jianlei Lang, Rentao Gu

IEEE Access, 2019

Image Segmentation of Salt Deposits Using Deep Convolutional Neural Network.

Bo Liu, Haipeng Jing, Jianqiang Li, Yong Li, Guangzhi Qu, Rentao Gu

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Task Decomposition and Parallelization Planning for Automotive Power-Train Applications.

Zijun Han, Guangzhi Qu, Bo Liu, Feng Zhang

Proceedings of the 2019 IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2019

Distributed Differentially Private Matrix Factorization Based on ADMM.

Erkang Xue, Ruixin Guo, Feng Zhang, Lizhe Wang, Xiaohan Zhang, Guangzhi Qu

Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

Accelerating Homomorphic Full Adder Based on FHEW Using Multicore CPU and GPUs.

Xinya Lei, Ruixin Guo, Feng Zhang, Lizhe Wang, Rui Xu, Guangzhi Qu

Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

Parallelization Planning for Legacy Programs: A Multi-Objective Genetic Algorithm Approach.

Zijun Han, Guangzhi Qu, Bo Liu, Feng Zhang

Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

A Temporal Dependency Aware Approach for Scheduling Real-Time Tasks on Multi-Core Platforms.

Zijun Han, Guangzhi Qu, Bo Liu, Feng Zhang

Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

2018

Discriminant document embeddings with an extreme learning machine for classifying clinical narratives.

Paula Lauren, Guangzhi Qu, Feng Zhang, Amaury Lendasse

Neurocomputing, 2018

Generating Word Embeddings from an Extreme Learning Machine for Sentiment Analysis and Sequence Labeling Tasks.

Paula Lauren, Guangzhi Qu, Jucheng Yang, Paul Watta, Guang-Bin Huang, Amaury Lendasse

Cogn. Comput., 2018

H-Verifier: Verifying Confidential System State with Delegated Sandboxes.

Anyi Liu, Guangzhi Qu

Proceedings of the Science of Cyber Security - First International Conference, 2018

An Attention-Based Air Quality Forecasting Method.

Bo Liu, Shuo Yan, Jianqiang Li, Guangzhi Qu, Yong Li, Jianlei Lang, Rentao Gu

Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

Detection Sound Source Direction in 3D Space Using Convolutional Neural Networks.

Xiao Yue, Guangzhi Qu, Bo Liu, Anyi Liu

Proceedings of the First International Conference on Artificial Intelligence for Industries, 2018

Genetic Algorithm Based Parallelization Planning for Legacy Real-Time Embedded Programs.

Zijun Han, Guangzhi Qu, Bo Liu, Anyi Liu, Weihua Cai, Dona Burkard

Proceedings of the First International Conference on Artificial Intelligence for Industries, 2018

2017

Effects Analysis of Archetecture Changes to Convolutional Neural Networks.

Charles Lucero, Guangzhi Qu

Proceedings of the 13th International Conference on Semantics, Knowledge and Grids, 2017

A low-dimensional vector representation for words using an extreme learning machine.

Paula Lauren, Guangzhi Qu, Guang-Bin Huang, Paul Watta, Amaury Lendasse

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Convolutional neural network for clinical narrative categorization.

Paula Lauren, Guangzhi Qu, Paul Watta

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016

Fast algorithms to evaluate collaborative filtering recommender systems.

Feng Zhang, Ti Gong, Victor E. Lee, Gansen Zhao, Chunming Rong, Guangzhi Qu

Knowl. Based Syst., 2016

A Memory Access Pattern-Based Program Profiling System for Dynamic Parallelism Prediction.

Zijun Han, Guangzhi Qu, Dona Burkard, Kelvin Dobbins

Proceedings of the 2016 IEEE Trustcom/BigDataSE/ISPA, 2016

Clinical narrative classification using discriminant word embeddings with ELM.

Paula Lauren, Guangzhi Qu, Feng Zhang, Amaury Lendasse

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Automatic Species Recognition Based on Improved Birdsong Analysis.

Joshua Knapp, Guangzhi Qu, Feng Zhang

Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

2015

Deploying and Scheduling Vision Based Advanced Driver Assistance Systems (ADAS) on Heterogeneous Multicore Embedded Platform.

Maen Hammond, Guangzhi Qu, Osamah A. Rawashdeh

Proceedings of the Ninth International Conference on Frontier of Computer Science and Technology, 2015

Simple is Beautiful: An Online Collaborative Filtering Recommendation Solution with Higher Accuracy.

Feng Zhang, Ti Gong, Victor E. Lee, Gansen Zhao, Guangzhi Qu

Proceedings of the Web Technologies and Applications - 17th Asia-PacificWeb Conference, 2015

2013

North Atlantic Right Whale Contact Call Detection

Rami Abousleiman, Guangzhi Qu, Osamah A. Rawashdeh

CoRR, 2013

Identifying high dissemination capability nodes in opportunistic social networks.

Qingsong Cai, Jianwei Niu, Guangzhi Qu

Proceedings of the 2013 IEEE Wireless Communications and Networking Conference (WCNC), 2013

Solving minimum cut based multi-label classification problem with semi-definite programming method.

Guangzhi Qu

Proceedings of the IEEE 14th International Conference on Information Reuse & Integration, 2013

2012

Bucket Learning: Improving model quality through enhancing local patterns.

Guangzhi Qu, Hui Wu

Knowl. Based Syst., 2012

Local analgesia adverse effects prediction using multi-label classification.

Guangzhi Qu, Hui Wu, Craig T. Hartrick, Jianwei Niu

Neurocomputing, 2012

Complex networks properties analysis for mobile ad hoc networks.

Chao Tong, Jianwei Niu, Guangzhi Qu, Xiang Long, Xiaopeng Gao

IET Commun., 2012

Security Analysis of Opportunistic Networks Using Complex Network Properties.

Srikar Mohan, Guangzhi Qu, Fatma Mili

Proceedings of the Wireless Algorithms, Systems, and Applications, 2012

Dynamic selection of k nearest neighbors in instance-based learning.

Carl Hulett, Andy Hall, Guangzhi Qu

Proceedings of the IEEE 13th International Conference on Information Reuse & Integration, 2012

Tensor-Based Temporal Behavior Analysis in Pain Medicine.

Andy Hall, Guangzhi Qu, Ishwar K. Sethi, Craig T. Hartrick

Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

Development of a low-cost fall intervention system for hospitalized dementia patients.

Osamah A. Rawashdeh, Waseem Sa'deh, Muawea Rawashdeh, Guangzhi Qu, Marisa Ferrari, Barbara Harrison, Robert Hammond, Michael E. Maddens

Proceedings of the 2012 IEEE International Conference on Electro/Information Technology, 2012

2011

A weighted-graph-based approach for diversifying search results.

Guangzhi Qu, Hui Wu

Int. J. Knowl. Web Intell., 2011

Self-adjust Local Connectivity Analysis for Spectral Clustering.

Hui Wu, Guangzhi Qu, Xingquan Zhu

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2011

Message delivery delay analysis in VANETs with a bidirectional traffic model.

Yazhi Liu, Jianwei Niu, Guangzhi Qu, Qingsong Cai, Jian Ma

Proceedings of the 7th International Wireless Communications and Mobile Computing Conference, 2011

Multi-label classification with Bayes' theorem.

Guangzhi Qu, Hui Zhang, Craig T. Hartrick

Proceedings of the 4th International Conference on Biomedical Engineering and Informatics, 2011

Modelling the Behaviour of Crowds in Panicked Conditions.

Jake Wendt, Guangzhi Qu, Jianwei Niu

Proceedings of the Active Media Technology - 7th International Conference, 2011

2010

The Formal Model of DBMS Enforcing Multiple Security Polices.

Yong-Zhong He, Zhen Han, Huirong Fu, Guangzhi Qu

J. Softw., 2010

Self-Protection against Attacks in an Autonomic Computing Environment.

Guangzhi Qu, Osamah A. Rawashdeh, Dunren Che

Int. J. Comput. Their Appl., 2010

Empirical Analysis of Local Round Trip Time for Wireless Traffic Differentiation.

Guangzhi Qu, Michael M. Nefcy

Proceedings of the Quality, Reliability, Security and Robustness in Heterogeneous Networks, 2010

RAPiD: An indirect rogue access points detection system.

Guangzhi Qu, Michael M. Nefcy

Proceedings of the 29th International Performance Computing and Communications Conference, 2010

Neuropathic Pain Scale Based Clustering for Subgroup Analysis in Pain Medicine.

Guangzhi Qu, Hui Wu, Ishwar K. Sethi, Craig T. Hartrick

Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010

Hybrid traffics congestion control based on 2-D Hurwitz-Schur stability.

Pengxuan Mao, Yang Xiao, Guangzhi Qu, Seok Woo, Kiseon Kim

Proceedings of the 11th International Conference on Control, 2010

2009

A Linear Integer Programming Approach to Objective Aware Feature Selection.

Guangzhi Qu, Hui Wu, Tao Xia

Proceedings of The 2009 International Conference on Data Mining, 2009

An Information Theoretic Model for Protocol Graph Based Anomaly Analysis.

Guangzhi Qu

Proceedings of the ISCA 24th International Conference on Computers and Their Applications, 2009

Self-Protection against Attacks in an Autonomic Computing Environment.

Guangzhi Qu, Osamah A. Rawashdeh, Salim Hariri

Proceedings of the ISCA 22nd International Conference on Computer Applications in Industry and Engineering, 2009

2008

Multi-Level Intrusion Detection System (ML-IDS).

Youssif B. Al-Nashif, Aarthi Arun Kumar, Salim Hariri, Yi Luo, Ferenc Szidarovszky, Guangzhi Qu

Proceedings of the 2008 International Conference on Autonomic Computing, 2008

2007

Anomaly-Based Behavior Analysis of Wireless Network Security.

Samer Fayssal, Salim Hariri, Youssif B. Al-Nashif, Guangzhi Qu

Proceedings of the 4th Annual International Conference on Mobile and Ubiquitous Systems (MobiQuitous 2007), 2007

Self-Configuration of Network Security.

Huoping Chen, Youssif B. Al-Nashif, Guangzhi Qu, Salim Hariri

Proceedings of the 11th IEEE International Enterprise Distributed Object Computing Conference (EDOC 2007), 2007

2005

A New Dependency and Correlation Analysis for Features.

Guangzhi Qu, Salim Hariri, Mazin S. Yousif

IEEE Trans. Knowl. Data Eng., 2005

Quality-of-protection (QoP)-an online monitoring and self-protection mechanism.

Salim Hariri, Guangzhi Qu, R. Modukuri, Huoping Chen, Mazin S. Yousif

IEEE J. Sel. Areas Commun., 2005

An efficient network intrusion detection method based on information theory and genetic algorithm.

Tao Xia, Guangzhi Qu, Salim Hariri, Mazin S. Yousif

Proceedings of the 24th IEEE International Performance Computing and Communications Conference, 2005

Multivariate statistical analysis for network attacks detection.

Guangzhi Qu, Salim Hariri, Mazin S. Yousif

Proceedings of the 2005 ACS / IEEE International Conference on Computer Systems and Applications (AICCSA 2005), 2005

2004

Abnormality Metrics to Detect and Protect against Network Attacks.

Guangzhi Qu, Salim Hariri, Santosh Jangiti, Suhail Hussain, Seungchan Oh, Samer Fayssal, Mazin S. Yousif

Proceedings of the IEEE/ACS International Conference on Pervasive Services (ICPS'04), 2004

Online Monitoring and Analysis for Self-Protection against Network Attacks.

Guangzhi Qu, Salim Hariri, Santosh Jangiti, Jayprakash Rudraraju, Seungchan Oh, Samer Fayssal, Guangsen Zhang, Manish Parashar

Proceedings of the 1st International Conference on Autonomic Computing (ICAC 2004), 2004

2003

Impact Analysis of Faults and Attacks in Large-Scale Networks.

Salim Hariri, Guangzhi Qu, Tushneem Dharmagadda, Modukuri Ramkishore, Cauligi S. Raghavendra

IEEE Secur. Priv., 2003

Vulnerability Analysis of Faults/Attacks in Network Centric Systems.

Salim Hariri, Tushneem Dharmagadda, Modukuri Ramkishore, Guangzhi Qu, Cauligi S. Raghavendra

Proceedings of the ISCA 16th International Conference on Parallel and Distributed Computing Systems, 2003

2002

A Framework for Network Vulnerability Analysis.

Guangzhi Qu, Jayprakash Rudraraju, R. Modukuri, Salim Hariri, Cauligi S. Raghavendra

Proceedings of the IASTED International Conference on Communications, 2002