Mu Qiao 
contact information
Research Group Leader, Master Inventor, Member of IBM Academy of Technology, IBM Quantum AmbassadorAlmaden Research Center, San Jose, CA, USA +1
4089271744
4089271744 links
2022
GNN-Ensemble: Towards Random Decision Graph Neural Networks
Wenqi Wei, Mu Qiao, Divyesh Jadav
arXiv:2303.11376 [cs.LG;cs.AI], 2022
Wenqi Wei, Mu Qiao, Divyesh Jadav
arXiv:2303.11376 [cs.LG;cs.AI], 2022
Graph Representation Learning based Vulnerable Target Identification in Ransomware Attacks
Wenqi Wei, Mu Qiao, Eric Butler, Divyesh Jadav,
The IEEE International Conference on Big Data (BigData), pp. 2423-2430, 2022
Wenqi Wei, Mu Qiao, Eric Butler, Divyesh Jadav,
The IEEE International Conference on Big Data (BigData), pp. 2423-2430, 2022
2021
Towards a New Science of Disinformation
Claudio S. Pinhanez, German H. Flores, Marisa A. Vasconcelos, Mu Qiao, Nick Linck, Rogerio de Paula, Yuya J. Ong,
arXiv:2204.01489 [cs.CY;cs.AI], 2021
Claudio S. Pinhanez, German H. Flores, Marisa A. Vasconcelos, Mu Qiao, Nick Linck, Rogerio de Paula, Yuya J. Ong,
arXiv:2204.01489 [cs.CY;cs.AI], 2021
2020
Temporal Tensor Transformation Network for Multivariate Time Series Prediction
Yuya J. Ong, Mu Qiao, Divyesh Jadav,
The IEEE International Conference on Big Data (BigData), pp. 1594-1603, 2020
Yuya J. Ong, Mu Qiao, Divyesh Jadav,
The IEEE International Conference on Big Data (BigData), pp. 1594-1603, 2020
2019
Diagnosis of Neural Network via Backward Deduction
Peifeng Yin, Lei Huang, Sunhwan Lee, Mu Qiao, Shubhi Asthana, Tagiga Nakamura,
The IEEE International Conference on Big Data (BigData), pp. 260-267, 2019
Peifeng Yin, Lei Huang, Sunhwan Lee, Mu Qiao, Shubhi Asthana, Tagiga Nakamura,
The IEEE International Conference on Big Data (BigData), pp. 260-267, 2019
Collaborative Cloud-Edge Computation for Personalized Driving Behavior Modeling
Xingzhou Zhang, Mu Qiao, Liangkai Liu, Yunfei Xu, Weisong Shi,
The ACM/IEEE Symposium on Edge Computing (SEC), pp. 209-221, 2019
Xingzhou Zhang, Mu Qiao, Liangkai Liu, Yunfei Xu, Weisong Shi,
The ACM/IEEE Symposium on Edge Computing (SEC), pp. 209-221, 2019
2018
Large Scale Predictive Analytics for Hard Disk Remaining Useful Life Estimation
Preethi Anantharaman, Mu Qiao, Divyesh Jadav,
The IEEE BigData Congress, pp. 251-254, 2018
Preethi Anantharaman, Mu Qiao, Divyesh Jadav,
The IEEE BigData Congress, pp. 251-254, 2018
SafeShareRide: Edge-based Attack Detection in Ridesharing Services
Liangkai Liu, Xingzhou Zhang, Mu Qiao, Weisong Shi,
The ACM/IEEE Symposium on Edge Computing (SEC), pp. 17-29, 2018
Liangkai Liu, Xingzhou Zhang, Mu Qiao, Weisong Shi,
The ACM/IEEE Symposium on Edge Computing (SEC), pp. 17-29, 2018
SafeShareRide: Edge-based Attack Detection in Ridesharing Services
Liangkai Liu, Xingzhou Zhang, Mu Qiao, Weisong Shi,
the USENIX Workshop on Hot Topics in Edge Computing (HotEdge), Co-located with USENIX ATC, 2018
Liangkai Liu, Xingzhou Zhang, Mu Qiao, Weisong Shi,
the USENIX Workshop on Hot Topics in Edge Computing (HotEdge), Co-located with USENIX ATC, 2018
StackInsights: Cognitive Learning for Hybrid Cloud Readiness
Mu Qiao, Luis Bathen, Simon-Pierre Genot, Sunhwan Lee, Ramani R. Routray,
The IEEE International Conference on Cloud Computing (CLOUD), pp. 261-268, 2018
Mu Qiao, Luis Bathen, Simon-Pierre Genot, Sunhwan Lee, Ramani R. Routray,
The IEEE International Conference on Cloud Computing (CLOUD), pp. 261-268, 2018
2017
Context-aware Data Loss Prevention for Cloud Storage Services
Yuya J. Ong, Mu Qiao, Ramani Routray, R., Roger Raphael,
The IEEE International Conference on Cloud Computing (CLOUD), pp. 399-406, 2017
Yuya J. Ong, Mu Qiao, Ramani Routray, R., Roger Raphael,
The IEEE International Conference on Cloud Computing (CLOUD), pp. 399-406, 2017
2016
H2O: A Hybrid and Hierarchical Outlier Detection Method for Large Scale Data Protection
Quan Zhang, Mu Qiao, Ramani R. Routray, Weisong Shi,
The IEEE International Conference on Big Data (BigData), pp. 1120-1129, 2016
Quan Zhang, Mu Qiao, Ramani R. Routray, Weisong Shi,
The IEEE International Conference on Big Data (BigData), pp. 1120-1129, 2016
Predicting Perceived Brand Personality with Social Media
Anbang Xu, Haibin Liu, Liang Gou, Rama Akkiraju, Jalal Mahmud, Vibha Sinha, Yuheng Hu, Mu Qiao,
The AAAI International Conference on Weblogs and Social Media (ICWSM), pp. 436-445, 2016
Anbang Xu, Haibin Liu, Liang Gou, Rama Akkiraju, Jalal Mahmud, Vibha Sinha, Yuheng Hu, Mu Qiao,
The AAAI International Conference on Weblogs and Social Media (ICWSM), pp. 436-445, 2016
RFPCog: Linguistic-based Identification and Mapping of Service Requirements in Request for Proposals (RFPs) to IT Service Solutions
Hamid R. Motahari-Nezhad, Juan M. Cappi, Taiga Nakamura, Mu Qiao,
The 49th Hawaii International Conference on System Sciences (HICSS), pp. 1691-1700, 2016
Best Paper Award Nomination
Hamid R. Motahari-Nezhad, Juan M. Cappi, Taiga Nakamura, Mu Qiao,
The 49th Hawaii International Conference on System Sciences (HICSS), pp. 1691-1700, 2016
Best Paper Award Nomination
Distance-based Mixture Modeling for Classification via Hypothetical Local Mapping
Mu Qiao, Jia Li,
Statistical Analysis and Data Mining: The ASA Data Science Journal, 9(1), 43-57, 2016
Mu Qiao, Jia Li,
Statistical Analysis and Data Mining: The ASA Data Science Journal, 9(1), 43-57, 2016
2015
Supporting IT Service Information Management with Knowledge Graph
Mu Qiao, Taiga Nakamura, Monika Gupta, Costel Crihana, Shachi Sharma,
The 24th Annual Frontiers in Service Conference, 2015
Mu Qiao, Taiga Nakamura, Monika Gupta, Costel Crihana, Shachi Sharma,
The 24th Annual Frontiers in Service Conference, 2015
2014
A Machine Learning Approach to Combining Individual Strength and Team Features for Team Recommendation
Haibin Liu, Mu Qiao, Daniel B. Greenia, Rama Akkiraju, Stephen Dill, Taiga Nakamura, Yang Song, Hamid R. Motahari-Nezhad,
The 13th International Conference on Machine Learning and Applications (ICMLA), pp. 213-218, 2014
Haibin Liu, Mu Qiao, Daniel B. Greenia, Rama Akkiraju, Stephen Dill, Taiga Nakamura, Yang Song, Hamid R. Motahari-Nezhad,
The 13th International Conference on Machine Learning and Applications (ICMLA), pp. 213-218, 2014
A Win Prediction Model for IT Outsourcing Bids
Daniel B. Greenia, Mu Qiao, Rama Akkiraju,
Service Research and Innovation Institute (SRII) Global Conference, pp. 39-42, 2014
Daniel B. Greenia, Mu Qiao, Rama Akkiraju,
Service Research and Innovation Institute (SRII) Global Conference, pp. 39-42, 2014
2013
Gaussian Mixture Models with Component Means Constrained in Pre-selected Subspaces
Mu Qiao, Jia Li,
arXiv:1508.06388 [stat.ML;cs.LG], 2013
Mu Qiao, Jia Li,
arXiv:1508.06388 [stat.ML;cs.LG], 2013
A Case Management Approach to Serve Information Needs In Knowledge Intensive Processes
Debdoot Mukherjee, Jeanette Blomberg, Rama Akkiraju, Dinesh Raghu, Monika Gupta, Mu Qiao, Sugata Ghosal, Taiga Nakamura,
The 11th International Conference on Service Oriented Computing (ICSOC), pp. 542-549, 2013
Debdoot Mukherjee, Jeanette Blomberg, Rama Akkiraju, Dinesh Raghu, Monika Gupta, Mu Qiao, Sugata Ghosal, Taiga Nakamura,
The 11th International Conference on Service Oriented Computing (ICSOC), pp. 542-549, 2013
2012
Work-Centered Visual Analytics to Support Multidisciplinary Design Analysis and Optimization
Xin Yan, Mu Qiao, Timothy W. Simpson, Jia Li, Xiaolong Zhang,
The 14th AIAA/ISSMO Multidisciplinary Analysis & Optimization Conference, AIAA, AIAA-2012-5662
Xin Yan, Mu Qiao, Timothy W. Simpson, Jia Li, Xiaolong Zhang,
The 14th AIAA/ISSMO Multidisciplinary Analysis & Optimization Conference, AIAA, AIAA-2012-5662
Mixture Modeling for Complex and Large-Scale Data with Applications
Mu Qiao
Ph.D. Thesis, Pennsylvania State University, 2012
Mu Qiao
Ph.D. Thesis, Pennsylvania State University, 2012
A Work-Centered Visual Analytics Model to Support Engineering Design with Interactive Visualization and Data-Mining
Xin Yan, Mu Qiao, Jia Li, Timothy W. Simpson, Gary M. Stump, Xiaolong Zhang,
The 45th Hawaii International Conference on System Sciences (HICSS), pp. 1845-1854, 2012
Best Paper Award Nomination
Xin Yan, Mu Qiao, Jia Li, Timothy W. Simpson, Gary M. Stump, Xiaolong Zhang,
The 45th Hawaii International Conference on System Sciences (HICSS), pp. 1845-1854, 2012
Best Paper Award Nomination
OSCAR: On-Site Composition and Aesthetics Feedback through Exemplars for Photographers
Lei Yao, Poonam Suryanarayan, Mu Qiao, James Z Wang, Jia Li,
International Journal of Computer Vision (IJCV), 96(3), 353-383, 2012
Lei Yao, Poonam Suryanarayan, Mu Qiao, James Z Wang, Jia Li,
International Journal of Computer Vision (IJCV), 96(3), 353-383, 2012
2011
LIVE: A Work-centered Approach to Support Visual Analytics of Multi-dimensional Engineering Design Data with Interactive Visualization and Data-mining
Xin Yan, Mu Qiao, Timothy W. Simpson, Jia Li, Xiaolong Zhang,
The ASME 2011 Design Engineering Technical Conferences - Design Automation Conference, DETC2011/DAC-48333, pp. 825-834
Xin Yan, Mu Qiao, Timothy W. Simpson, Jia Li, Xiaolong Zhang,
The ASME 2011 Design Engineering Technical Conferences - Design Automation Conference, DETC2011/DAC-48333, pp. 825-834
Towards Efficient Business Process Clustering and Retrieval: Combining Language Modeling and Structure Matching
Mu Qiao, Rama Akkiraju, Aubrey J. Rembert,
The 9th International Conference on Business Process Management (BPM), pp. 199-214, 2011
Mu Qiao, Rama Akkiraju, Aubrey J. Rembert,
The 9th International Conference on Business Process Management (BPM), pp. 199-214, 2011
2010
Two-way Gaussian Mixture Models for High Dimensional Classification
Mu Qiao, Jia Li,
Statistical Analysis and Data Mining: The ASA Data Science Journal, 3(4), 259-271, 2010
Best Student Paper Award, American Statistical Association (ASA) Statistical Learning and Data Mining Section
Mu Qiao, Jia Li,
Statistical Analysis and Data Mining: The ASA Data Science Journal, 3(4), 259-271, 2010
Best Student Paper Award, American Statistical Association (ASA) Statistical Learning and Data Mining Section