PUBLICATIONS

    JOURNALS

  1. Zhuo Su, Bo Liu, Guangzhi Qu, "AIP: A Named Entity Recognition method Combining Glyps and Sounds", , 2022
  2. Feng Zhang, Erkang Xue, Ruixin Guo, Guangzhi Qu, Gansen Zhao, Alber Y. Zomaya, "DS-ADMM++: A Novel Distributed Quantized ADMM to Speed up Differentially Private Matrix Factorization", IEEE Transactions on Parallel and Distributed Systems,pp: 1289-1302, vol. 22, issue: 6, 2022
  3. Zijun Han, Guangzhi Qu, Bo Liu, Feng Zhang, "Exploit Data Level Parallelism and Schedule Dependent Tasks on Multi-core Processors", Information Sciences, vol. 585, pp:382-394, 2022
  4. Bo Liu, Haiping Jing, Guangzhi Qu, Hans W. Guesgen, "Cascaded Segmented Matting Network for Human Matting", IEEE Access, Vol.9, pp:157182-157191, 2022
  5. Xi He, Bo Liu, Jianqing Li, Guangzhi Qu, Jianlei Lang, Rentao Gu, "A Method for Mining Granger Causality Relationship on Atmospheric Visibility", ACM Transactions on Knowledge Discovery from Data, Vol. 15(5), pp: 1-16, 2021
  6. Bo Liu, Shu Yan, Jianqing Li,, Yong Li, Guangzhi qu, Mengchu Zhou, "A Spatio-temporal Recurrent Neural Network for Prediction of Atmospheric PM2.5: A Case Study of Beijing", IEEE Transactions on Computational Social Systems, Vol. 8(3), pp: 5780588, 2021
  7. Xinya Lei, Ruixin Guo, Feng Zhang, Lizhe Wang, Rui Xu, Guangzhi Qu, "Optimizing FHEW with Heterogeneous High Performance Computing", IEEE Transaction on Industrial Informatics, accepted
  8. Bo Liu, Shuo Yan, Jianqiang Li, Guangzhi Qu, Yong Li, Jianlei Lang, Rentao Gu, "A Sequence-to-Sequence Air Quality Predictor Basead on the n-step Recurrent Prediction", IEEE Access, 2019. Accepted
  9. Ruixin Guo, Erkang xue, Feng Zhang, Gansen Zhao, Guangzhi Qu, "Optimizing the Confidence Bound of Count-min Sketches to Estimate the Streaming Big Data Query Results More Precisely", Computing, 2019.
  10. Paula Lauren, Guangzhi Qu, Jucheng Yang, Paul Watta, Guang-bin Huang, Amaury Lendasse, "Generating Word Embeddings from an Extreme Learning Machine for Sentiment Analysis and Sequence Labeling Tasks", Cognitive Computation, 10(4): 625 - 638, 2018.
  11. Paula Lauren, Guangzhi Qu, Feng Zhang, Amaury Lendasse, "Discriminant Document Embeddings with an Extreme Learning Machine for Classifying Clinical Narratives", Neurocomputing, 2017.
  12. Feng Zhang, Ti Gong, Victor E. Lee, Gansen Zhao, Chunming Rong, Guangzhi Qu, "Fast algorithms to evaluate collaborative filtering recommender systems", Knowledge-Based Systems, vol 96, March 15th, 2016.
  13. Yang Xiao, Guangzhi Qu, K. Kiseon,"A New DiffServ Edge Router with Controlled-UDP", Chinese Journal of Electronics, 24(1), 2015.
  14. Guangzhi Qu, Ishwar Sethi, Craig Hartrick, Hui Zhang, "Multi-Label Classification with a Constrained Minimum Cut Model", Annals of Information Systems, vol. 17, pp. 71-89, 2015.
  15. Yongli An, Yang Xiao, Guangzhi Qu, "Multi-Band Spectrum Auction Framework Based on Location Information in Cognitive Radio Networks", Journal of Systems Engineering and Electronics, vol. 23, no. 5, pp. 671-678, 2012.
  16. Guangzhi Qu, Hui Wu, Craig Hartrick, Jianwei Niu, "Local Analgesia Adverse Effects Prediction using Multi-label Classification", Neurocomputing, vol. 92, pp. 18-27, 2012.
  17. Tong Chao, Jianwei Niu, Guangzhi Qu, Xiang Long, Xiaopeng Gao, "Complex Networks Properties Analysis for Mobile Ad hoc Networks", IET Communications, vol. 6, Issue 4, pp.370-380, 2012.
  18. Guangzhi Qu, Hui Wu, "Bucket Learning: Improving Model Quality through Enhancing Local Patterns", Knowledge-based System, vol. 27, pp. 51-59, 2011.
  19. Guangzhi Qu, Hui Wu, "A Weighted-Graph-Based Approach for Diversifying Search Results", International Journal on Knowledge and Web Intelligence, vol. 2, no.1 pp. 15-35, 2011.
  20. Guangzhi Qu, Osamah A. Rawashdeh, Dunren Che, "Self-Protection against Attacks in an Autonomic Computing Environment", International Journal of Computers and Their Applications, pp.250-256, 2010.
  21. Yongzhong He, Zhen Han, Huirong Fu, Guangzhi Qu, "The Formal Model of DBMS Enfocing Multiple Security Policies", Journal of Software, vol. 5, no. 5 (2010), pp. 514-521, May 2010.
  22. Guangzhi Qu, Salim Hariri, Mazin Yousif, "A New Dependency and Correlation Analysis for Features", IEEE Transactions on Knowledge and Data Engineering, 17(9): 1199-1207, 2005.
  23. Salim Hariri, Guangzhi Qu, Modukuri Ramkishore, Huoping Chen, Mazin Yousif, "Quality of Protection (QoP) an Online Monitoring and Self Protection Mechanism", IEEE Journal on Selected Areas in Communication (J-SAC) special issue - Recent Advances in Managing Enterprise Network Services, vol. 23, no. 10, pp. 1983-1993, October 2005.
  24. Salim Hariri, Guangzhi Qu, Tushneem Dharmagadda, Modukuri Ramkishore, "Impact Analysis of Faults and Attacks in Large-Scale Networks", IEEE Security and Privacy, vol. 1, no. 5, pp. 49-54, Sept.-Oct., 2003.

    25. CONFERENCE PROCEEDINGS

  25. Xuke Yan, Linxi Zhang, Bo Liu, Guangzhi Qu, "A Lightweight and Fast Approach for Upper Limb Range of Motion Assessment", 21st IEEE International Conference on Machine Learning and Applications (ICMLA), Nassau, Bahamas, Dec. 12-14, 2022
  26. Xiao Yue, Bo Liu, Guangzhi Qu, Feng Zhang, "Edge utilization in graph convolutional networks for graph classification", 21st IEEE International Conference on Machine Learning and Applications (ICMLA), Nassau, Bahamas, Dec. 12-14, 2022
  27. Bo Liu, Haipeng Jing, Jianqiang Li, Guangzhi Qu, Rentao Gu, "Image Segmentation of Salt Deposits Using Deep Convolutional Neural Network", 2019 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Bari, Italy, Oct. 6-9, 2019.
  28. Zijun Han, Guangzhi Qu, Bo Liu, Feng Zhang, "Parallelization Planning for Legacy Programs: A Multi-objective Genetic Algorithm Approach", 21st IEEE International Conference on High Performance Computing and Communications (HPCC-2019), Zhangjiajie, China, Aug. 10-12, 2019.
  29. Zijun Han, Guangzhi Qu, Bo Liu, Feng Zhang, "A Temporal Dependency Aware Approach for Scheduling Real-time Tasks on Multi-core Platforms", 21st IEEE International Conference on High Performance Computing and Communications (HPCC-2019), Zhangjiajie, China, Aug. 10-12, 2019.
  30. Feng Zhang, Xinya Lei, Lizhe Wang, Ruixin Guo, Guangzhi Qu, "Accelerating Homomorphic Full Adder based on FHEW Using Multicore CPU and GPUs", 21st IEEE International Conference on High Performance Computing and Communications (HPCC-2019), Zhangjiajie, China, Aug. 10-12, 2019.
  31. Bo Liu, Xi He, Jianqiang Li, Guangzhi Qu, Jianlei Lang, Rentao Gu, "Granger-causality mining in atmospheric visibility based on deep learning", The 9th International Conference on Frontier Computing, Kitakyushu, Japan, July 9-12, 2019.
  32. Bo Liu, Shuo Yan, Jianqiang Li, Guangzhi Qu, Yong Li, Jianlei Lang, Rentao Gu, "An Attention Based Air Quality Forecasting Method", 17th IEEE International Conference on Machine Learning and Applications, Orlando, Florida, USA, December 17-20, 2018.
  33. Xiao Yue, Guangzhi Qu, Bo Liu, Anyi Liu, "Detection Sound Source Direction in 3D Space Using Convolutional Neural Networks", 1st IEEE International Conference on Artificial Intelligence for Industries (AI4I), Laguna Hills, CA, USA, Sep. 2018.
  34. Zijun Han, Guangzhi Qu, Bo Liu, Anyi Liu, Weihua Cai, Dona Burkard, "Genetic Algorithm based Parallelization Planning for Legacy Real-Time Embedded Programs, 1st IEEE International Conference on Artificial Intelligence for Industries (AI4I'18), Laguna Hills, CA, USA, Sep. 2018.
  35. Anyi Liu, Guangzhi Qu, "H-Verifier: Verifying Confidential System State with Delegated Sandboxes", The 1st International Conference on Science of Cyber Security, Beijing, China, August 12 -14, 2018.
  36. Paula Lauren, Guangzhi Qu, Jucheng Yang, Paul Watta, Guangbin Huang, Amaury Lendasse, "Document Classification with Word Embeddings Based on an Extreme Learning Machine", 8th International Conference on Extreme Learning Machines (ELM 2017), Yantai, China, October 4-7, 2017.
  37. Charles Lucero, Guangzhi Qu, "Effects Analysis of Architecture Changes to Convolutional Neural Networks", The 13th International Conference on Semantics, Knowledge and Grids, Beijing, China, August 14-15, 2017.
  38. Paula Lauren, Guangzhi Qu, Guangbin Huang, Paul Watta, Amaury Lendasse, "A Low-Dimensional Vector Representation for Words using an Extreme Learning Machine", The International Joint Conference on Neural Networks, Anchorage, Alaska, USA, May 14-19, 2017.
  39. Zijun Han, Guangzhi Qu, Dona Burkard and Kelvin Dobbins, "A Memory Access Pattern-Based Program Profiling System for Dynamic Parallelism Prediction", 14th IEEE International Symposium on Parallel and Distributed Processing with Applications, Tianjin, China, August 23-26, 2016.
  40. Paula Lauren, Guangzhi Qu, Feng Zhang and Amaury Lendasse, "Clinical Narrative Classification using Discriminant Word Embeddings with ELM", International Joint Conference on Neural Networks, Vancouver, Canada, July 24-29, 2016.
  41. Paula Lauren, Guangzhi Qu and Feng Zhang, "Discriminant Word Embeddings on Clinical Narratives", 5th workshop on Data Mining for Medicine and Healthcare, SIAM International Conference on Data Mining, Miami, Florida, USA, May 5 - 7, 2016.
  42. Guangzhi Qu, Dona Burkard, Gregory Kabacinski, Zijun Han, "Dynaknife: A New Parallelization Prediction Tool for Sequential Programs", 28th International Conference on Computer Applications in Industry and Engineering, San Diego, Oct. 12-14, 2015. Best Paper Award
  43. Feng Zhang, Ti Gong, Victor E. Lee, Gansen Zhao, Guangzhi Qu, "Simple is Beautiful: An Online Collaborative Filtering Recommendation Solution with Higher Accuracy", 17th Asia-Pacific Web Conference (APWeb 2015), Guangzhou, China, Sep. 18-20, 2015.
  44. Maen Hammod, Guangzhi Qu, Osamah A. Rawashdeh, "Deploying and Scheduling Vision Based Advanced Driver Assistance Systems (ADAS) on Heterogeneous Multicore Embedded Platform", The 9th International Conference on Frontier of Computer Science and Technology (FCST 2015), Dalian, China, August 26-28, 2015.
  45. Qingsong Cai, Jianwei Niu, Guangzhi Qu, "Identifying High Dissemination Capability Nodes in Opportunistic Mobile Social Networks", 2013 IEEE Wireless Communications and Networking Conference (WCNC 2013), Shanghai, China, April 7-10, 2013.
  46. Andy Hall, Guangzhi Qu, Ishwar Sethi, Craig Hartrick, "Tensor-based Temporal Behavior Analysis in Pain Medicine", 11th International Conference on Machine Learning and Applications (ICMLA 2012), Boca Raton, FL, USA, Dec. 12-15, 2012.
  47. Carl Hulett, Andy Hall, Guangzhi Qu, "Dynamic Selection of k Nearest Neighbors in Instance-based Learning", The 13th IEEE International Conference on Information Integration and Reuse (IRI 2012), Las Vegas, NV, USA, Aug. 8-10, 2012.
  48. Srikar Mohan, Guangzhi Qu, Fatma Mili, "Security Analysis of Opportunistic Networks using Complex Network Properties", The 7th International Conference on Wireless Algorithms, Systems, and Applications (WASA 2012), Yellow Mountain, China, Aug. 8-10, 2012.
  49. Osamah A. Rawashdeh, Waseem Sa'deh, Muawea Rawashdeh, Guangzhi Qu, Marisa Ferrari, Barbara Harrison, Robert Hammond, Michael E. Maddens, "Development of a Low-Cost Fall Intervention System for Hospitalized Dementia Patients", IEEE International Conference on Electro/Information Technology (EIT 2012), Indianapolis, IN, USA, May 6-8, 2012.
  50. Matt Wozniak, Guangzhi Qu, "DEVS-Flood: A Cellular DEVS Approach to Flood Inundation Modeling", Symposium on Theory of Modeling and Simulation (TMS'12), Orlando, FL, USA, Mar. 26-29, 2012.
  51. Guangzhi Qu, Hui Zhang, Craig T. Hartrick, "Multi-label Classification with Bayes' Theorem", International conference on Biomedical Engineering and Informatics (BMEI 2011), Shanghai, China, Oct. 15-17, 2011.
  52. Jake Wendt, Guangzhi Qu, Jianwei Niu, "Modelling the Behaviour of Crowds in Panicked Conditions", 7th International Conference on Active Media Technology (AMT 2011), Lanzhou, China, Sep. 7-9, 2011.
  53. Hui Wu, Guangzhi Qu, Hui Zhang, Craig Hartrick, "Constrained Multi-Label Classification: A Semidefinition Programming Approach", the 6th International Conference on Data Mining, Las Vegas, USA, Jul. 18-21, 2011.
  54. Yazhi Liu, Jianwei Niu, Guangzhi Qu, Qingsong Cai, Jian Ma, "Message Delivery Delay Analysis in VANETs with a Bidirectional Traffic Model", IEEE IWCMC 2011 Vehicular communications Symposium, Istanbul, Turkey, Jul. 5-8, 2011.
  55. Hui Wu, Guangzhi Qu, Xingquan Zhu, "Self-Adjust Local Connectivity Analysis for Spectral Clustering", 15th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2011), Shenzhen, China, May 24-27, 2011.
  56. Guangzhi Qu, Michael Nefcy, "Empirical Analysis of Local Round Trip Time for Wireless Traffic Differentiation", 7th International ICST Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness (ICST QShine 2010), Houston, TX, USA, Nov. 17-19, 2010.
  57. Guangzhi Qu, Hui Wu, Ishwar Sethi, Craig Hartrick, "Neuropathic Pain Scale based Clustering for Subgroup Analysis in Pain Medicine", IEEE the 9th International Conference on Machine Learning and Applications (ICMLA 2010), Washington DC, USA, Dec. 12-14, 2010.
  58. Guangzhi Qu, Michael Nefcy, "RAPiD: An Indirect Rogue Access Points Detection System", 29th International Performance Computing and Communications Conference (IPCCC'10), Albuquerque, New Mexico, USA, Dec. 9 -11, 2010.
  59. Zhixing Liu, Shaohai Hu, Yang Xiao, Guangzhi Qu, Kiseon Kim, "SAR Image Target Extraction Based on 2-D Leapfrog Filtering", IEEE the 10th International Conference on Signal Processing (ICSP), Beijing, China, Oct. 24-28, 2010.
  60. Yang Xiao, Guangzhi Qu, Kiseon Kim, "C-UDP Protocol and Edge Routers", IEEE the 10th International Conference on Signal Processing (ICSP), Beijing, China, Oct. 24-28, 2010.
  61. Yang Xiao, Kiseon Kim, Guangzhi Qu, "A Simplified Cooperative Spatial Multiplexing Scheme of MIMO-CDMA Networks", IEEE the 10th International Conference on Signal Processing (ICSP), Beijing, China, Oct. 24-28, 2010.
  62. Yanchang Liu, Shaohai Hu, Yang Xiao, Xiaoli Liu, Guangzhi Qu, Kiseon Kim, "CSMA/CA-based MAC Protocol in Cognitive Radio Network", IET 3rd International Conference on Wireless, Mobile and Multimedia Networks (ICWMMN 2010), Beijing, China, Sep. 26-29, 2010.
  63. Lili Song, Shaohai Hu, Pengxuan Mao, Yang Xiao, Guangzhi Qu, Kiseon Kim, "Performance Analysis of Explicit Control Protocol (XCP)", IET 3rd International Conference on Wireless, Mobile and Multimedia Networks (ICWMMN 2010), Beijing, China, Sep. 26-29, 2010.
  64. Xiaoli Liu, Shaohai Hu, Yang Xiao, Guangzhi Qu, Kiseon Kim, "The Prioritized Multiple Access Mechanism of Cognitive Networks", IET 3rd International Conference on Wireless, Mobile and Multimedia Networks (ICWMMN 2010), Beijing, China, Sep. 26-29, 2010.
  65. Lei Wang, Shaohai Hu, Yang Xiao, Xiao Zhou, Guangzhi Qu, Kiseon Kim, "A New MAC Scheme in Cognitive Network for Different Priority of Secondary Users", IET 3rd International Conference on Wireless, Mobile and Multimedia Networks (ICWMMN 2010), Beijing, China, Sep. 26-29, 2010.
  66. Yang Xiao, Yingkang Zhang, Guangzhi Qu, Kiseon Kim, "Spatial Multiplexing Algorithms of Cognitive Base-Stations", IET 3rd International Conference on Wireless, Mobile and Multimedia Networks (ICWMMN 2010), Beijing, China, Sep. 26-29, 2010.
  67. Yang Xiao, Guangzhi Qu, Kiseon Kim, "Design of Secure Diffserv Ingress Edge Routers", IET 3rd International Conference on Wireless, Mobile and Multimedia Networks (ICWMMN 2010), Beijing, China, Sep. 26-29, 2010.
  68. Yang Xiao, Kiseon Kim, Guangzhi Qu, "A Cognitive Spatial Multiplexing Scheme for MIMO-CDMA Networks", IET 3rd International Conference on Wireless, Mobile and Multimedia Networks (ICWMMN 2010), Beijing, China, Sep. 26-29, 2010.
  69. Pengxuan Mao, Yang Xiao, Guangzhi Qu, Seok Woo, Kiseon Kim, "Hybrid Traffics Congestion Control Based on 2-D Hurwitz-Schur Stability", 11th International Conference on Control, Automation, Robotics and Vision (ICARCV), Singapore, Dec. 7-10, 2010.
  70. Guangzhi Qu, Hui Wu, "Bucket Learning: Improving Model Quality through Enhancing Local Patterns", The Third International Workshop Mining Multiple Information Sources In conjunction with The IEEE International Conference on Data Mining (ICDM 2009), Miami, USA, Dec. 6, 2009.
  71. Guangzhi Qu, Osamah Rawashdeh, and Salim Hariri, "Self-Protection against Attacks in an Autonomic Computing Environment", Proceedings of the ISCA 22nd International Conference on Computer Applications in Industry and Engineering (CAINE 2009), San Francisco, California, USA, Nov. 4-6, 2009.
  72. Belal H. Sababha, Osamah A. Rawashdeh, and Guangzhi Qu, "A Test-Bed for Reconfiguration-Based Fault-Tolerance in Distributed Embedded Systems", Proc. of the 2009 iCICS International Conference on Information & Communication Systems, Amman, Jordan, Dec. 20, 2009, Best Paper Award
  73. Guangzhi Qu, Hui Wu, Tao Xia, "A Linear Integer Programming Approach to Objective Aware Feature Selection", the 5th International Conference on Data Mining, Las Vegas, Nevada, USA, Jul. 13-16, 2009.
  74. Guangzhi Qu, "An Information Theoretic Model for Protocol Graph Based Anomaly Analysis", ISCA 24th International Conference on Computers and Their Applications (CATA-2009), pp. 139-144, New Orleans, USA, Apr. 8-10, 2009.
  75. Youssif Al-Nashif, Aathi Arun Kumar, Salim Hariri, Yi Luo, Ferenc Szidarovsky, Guangzhi Qu, "Multi-level Intrusion Detection System (ML-IDS)", IEEE the 5th International Conference on Autonomic Computing (ICAC 2008), Chicago, IL, USA, Jun. 2-6, 2008.
  76. Huoping Chen, Youssif Al-Nashif, Guangzhi Qu, and Salim Hariri, "Self-Configuration of Network Security", IEEE the 11th International EDOC Conference (EDOC 2007), Annapolis, Maryland USA, Oct. 15-19, 2007.
  77. Guangzhi Qu, Salim Hariri, Mazin Yousif, "Multivariate Statistical Analysis for Network Attacks Detection", ACS/IEEE 3rd International Conference on Computer Systems and Applications (AICCSA-05), Cairo, Egypt, Jan. 3-6, 2005.
  78. Tao Xia, Guangzhi Qu, Salim Hariri, Mazin Yousif, "Genetic Algorithm and Information Theory - A Hybrid Approach on Intrusion Detection", in the Proceedings of 24th IEEE International Performance Computing and Communications Conference (IPCCC'05), Phoenix, AZ, USA, Apr. 7-9, 2005.
  79. Guangzhi Qu, Salim Hariri, Xuejun Zhu, Jionghua Jin, Mazin Yousif, and Manish Parashar, "Multivariate Statistical Online Analysis for Self Protection against Network Attacks", Proceedings of the IEEE International Conference on Information and Computer Science (ICICS 2004), Dhahran, Saudi Arabia, Nov. 2004.
  80. Guangzhi Qu, Salim Hariri, Santosh Jangiti, Suhail Hussain, Seungchan Oh, Samer Fayssal, Mazin Yousif, "Using Abnormality Metrics to Detect and Protect Against Network Attacks", in the Proceedings of IEEE/ACS International Conference on Pervasive Services (ICPS 2004), Beirut, Lebanon, Jul. 19-23, 2004.
  81. Guangzhi Qu, Salim Hariri, et al., "Online Monitoring and Analysis for Self Protection against Network attacks", IEEE 1st International Conference on Autonomic Computing (ICAC 2004), New York, NY, USA, May 2004.
  82. Guangzhi Qu, Salim Hariri, George Sneij, Jionghua Jin, "Online Faults/Attacks Detection and Recovery", in the Proceedings of 2nd IASTED International Conference on Communications, Internet, Information Technology (CIIT 2003), Scottsdale, AZ, USA, Nov.17-19, 2003.
  83. Salim Hariri, Tushneem Dharmagadda, Modukuri Ramkishore, Guangzhi Qu, C.S Raghavendra, "Vulnerability Analysis of Faults/Attacks in Network Centric Systems", in the Proceedings of 15th IASTED International Conference on Parallel and Distributed Computing and Systems (PDCS 2003), Marina del Rey, CA, USA, 2003.
  84. Guangzhi Qu, Jayaprakash, Ramkishore Modukuri, Salim Hariri, C.S Raghavendra, "A Framework For Network Vulnerability Analysis", in the Proceedings of 1st IASTED International Conference on Communications, Internet, Information Technology (CIIT 2002), St. Thomas, Virgin Islands, USA, Nov. 18-20, 2002.

    85. ABSTRACTS and POSTERS

  85. Daniel Silvasi, Craig Hartrick, Guangzhi Qu, Cecile Pestano, Hermeli Mateo, "To Evaluate the Use of an Electronic Checklist on the Relationship Between Compliance with Quality Measures and Its Impact on Clinical Outcomes in Surgical Patients", Michigan Surgical Quality Collaborative Conference, Sep. 24-25, 2015
  86. Silvasi DL, Hartrick CT, Pestano C, Qu G, SCIP Safety Checklist/Improving Handover and Follow-up, Michigan Surgical Quality Collaborative, 2014; P6
  87. Branden Yaldou, Craig Hartrick, Mark Mounayer, Cecile Pestano, Susan Hartrick, Guangzhi Qu, Femoral Infusion with Either Sciatic Block or Intra-articular Analgesics for Total Knee Arthroplasty, Anesthesiology, 2014; A5032
  88. Craig T. Hartrick, Doug Wendell, Cecile Pestano, Susan Hartrick, Guangzhi Qu, Persistent Pain After Arthroscopic Shoulder Surgery is Associated With Preoperative Anxiety and Somatization, Anesthesiology, 2013; A3237
  89. Craig T. Hartrick, Mark H. Mounayer, Cecile Pestano, Susan Hartrick, Guangzhi Qu, Donald Knapke, Effect of Adding Intraarticular Analgesics and Sciatic Block to Continuous Femoral Block for Total Knee Arthoplasty, Anesthesiology, 2013; A3276
  90. Craig T. Hartrick, Doug Wendell, Cecile Pestano, Susan Hartrick, Guangzhi Qu, CRPS Following Arthroscopic Shoulder is Associated With IL1-ra Genotype, Anesthesiology, 2013; A2017
  91. Ferrari, M., Harrison, B., Rawashdeh, O., Qu, G., Hammond, R.L., Maddens, M., A pilot study testing a fall prevention intervention for older adults, determining the feasibility of a five sensor motion detection system, 63rd Annual Scientific Meeting of Gerontological Society of America, New Orleans, LA, 2010.
  92. Ferrari, M., Harrison, B., Rawashdeh, O., Qu, G, Hammond, R.L., Maddens, M. (2010). A pilot study testing a fall prevention intervention for older adults, determining the feasibility of a five sensor motion detection system, 14th Annual 2011 NICHE Conference, Las Vegas, NV.
  93. Guangzhi Qu, Craig T. Hartrick, Hui Wu, Towards subgroup analysis using Neuropathic Pain Sale based clustering, Anesthesiology, 2010; A1154

    94. BOOK CHAPTERS

  94. Guangzhi Qu, Salim Hariri, Anomaly Based Security Framework for Network Centric Systems H. Chen, T.S. Raghu, R. Ramesh, A. Vinze, and D. Zeng (ed.) National Security (Vol.2) of book series Handbooks in Information Systems, Elsevier, 2007.
  95. Guangzhi Qu, Salim Hariri, Anomaly Based Self Protection against Network Attack, in Autonomic Computing: Concepts, Infrastructure, and Applications, CRC, July 2006.