Judy Qiu

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 31

Top Topics

Gradient Boosting

Computational Methods

Top Venues

Concurr. Comput. Pract. Exp.

Publications

Zhengyang Wu, Ke Deng, Judy Qiu, Yong Tang
ExamGAN and Twin-ExamGAN for Exam Script Generation. IEEE Trans. Knowl. Data Eng. 35 (11) (2023)
Bo Peng, Jiayu Li, Selahattin Akkas, Takuya Araki, Ohno Yoshiyuki, Judy Qiu
Rank Position Forecasting in Car Racing. IPDPS (2021)
Daniel Chiew, Judy Qiu, Sirimon Treepongkaruna, Jiping Yang, Chenxiao Shi
Performance of Portfolios Based on the Expected Utility-Entropy Fund Rating Approach. Entropy 23 (4) (2021)
Zhengyang Wu, Ke Deng, Judy Qiu, Yong Tang
ExamGAN and Twin-ExamGAN for Exam Script Generation. CoRR (2021)
Bo Peng, Jiayu Li, Selahattin Akkas, Fugang Wang, Takuya Araki, Ohno Yoshiyuki, Judy Qiu
Rank Position Forecasting in Car Racing. CoRR (2020)
Langshi Chen, Jiayu Li, Ariful Azad, Cenk Sahinalp, Madhav Marathe, Anil Vullikanti, Andrey Nikolaev, Egor Smirnov, Ruslan Israfilov, Judy Qiu
SubGraph2Vec: Highly-Vectorized Tree-likeSubgraph Counting. CoRR (2020)
Chathura Widanage, Jiayu Li, Sahil Tyagi, Ravi Teja, Bo Peng, Supun Kamburugamuve, Dan Baum, Dayle Smith, Judy Qiu, Jon Koskey
Anomaly Detection over Streaming Data: Indy500 Case Study. CLOUD (2019)
Bo Peng, Judy Qiu, Langshi Chen, Jiayu Li, Miao Jiang, Selahattin Akkas, Egor Smirnov, Ruslan Israfilov, Sergey Khekhnev, Andrey Nikolaev
HarpGBDT: Optimizing Gradient Boosting Decision Tree for Parallel Efficiency. CLUSTER (2019)
Langshi Chen, Jiayu Li, Ariful Azad, Lei Jiang, Madhav Marathe, Anil Vullikanti, Andrey Nikolaev, Egor Smirnov, Ruslan Israfilov, Judy Qiu
A GraphBLAS Approach for Subgraph Counting. CoRR (2019)
Langshi Chen, Jiayu Li, Cenk Sahinalp, Madhav Marathe, Anil Vullikanti, Andrey Nikolaev, Egor Smirnov, Ruslan Israfilov, Judy Qiu
SubGraph2Vec: Highly-Vectorized Tree-like Subgraph Counting. IEEE BigData (2019)
Geoffrey C. Fox, James A. Glazier, J. C. S. Kadupitiya, Vikram Jadhao, Minje Kim, Judy Qiu, James P. Sluka, Endre T. Somogyi, Madhav Marathe, Abhijin Adiga, Jiangzhuo Chen, Oliver Beckstein, Shantenu Jha
Learning Everywhere: Pervasive Machine Learning for Effective High-Performance Computation. CoRR (2019)
Selahattin Akkas, Sahaj Singh Maini, Judy Qiu
A Fast Video Image Detection using TensorFlow Mobile Networks for Racing Cars. IEEE BigData (2019)
Geoffrey C. Fox, James A. Glazier, J. C. S. Kadupitiya, Vikram Jadhao, Minje Kim, Judy Qiu, James P. Sluka, Endre T. Somogyi, Madhav Marathe, Abhijin Adiga, Jiangzhuo Chen, Oliver Beckstein, Shantenu Jha
Learning Everywhere: Pervasive Machine Learning for Effective High-Performance Computation. IPDPS Workshops (2019)
Jiayu Li, Fugang Wang, Takuya Araki, Judy Qiu
Generalized Sparse Matrix-Matrix Multiplication for Vector Engines and Graph Applications. MCHPC@SC (2019)
Lei Jiang, Langshi Chen, Judy Qiu
Performance Characterization of Multi-threaded Graph Processing Applications on Many-Integrated-Core Architecture. ISPASS (2018)
Zhao Zhao, Langshi Chen, Mihai Avram, Meng Li, Guanying Wang, Ali Raza Butt, Maleq Khan, Madhav Marathe, Judy Qiu, Anil Vullikanti
Finding and Counting Tree-Like Subgraphs Using MapReduce. IEEE Trans. Multi Scale Comput. Syst. 4 (3) (2018)
Langshi Chen, Bo Peng, Sabra Ossen, Anil Vullikanti, Madhav Marathe, Lei Jiang, Judy Qiu
High-Performance Massive Subgraph Counting using Pipelined Adaptive-Group Communication. CoRR (2018)
Langshi Chen, Bo Peng, Sabra Ossen, Anil Vullikanti, Madhav Marathe, Lei Jiang, Judy Qiu
High-Performance Massive Subgraph Counting Using Pipelined Adaptive-Group Communication. TopHPC (2017)
Lei Jiang, Langshi Chen, Judy Qiu
Performance Characterization of Multi-threaded Graph Processing Applications on Intel Many-Integrated-Core Architecture. CoRR (2017)
Kai Zhen, Mridul Birla, David J. Crandall, Bingjing Zhang, Judy Qiu
Hybrid Supervised-unsupervised Image Topic Visualization with Convolutional Neural Network and LDA. CoRR (2017)
Bo Peng, Bingjing Zhang, Langshi Chen, Mihai Avram, Robert Henschel, Craig A. Stewart, Shaojuan Zhu, Emily McCallum, Lisa Smith, Tom Zahniser, Jon Omer, Judy Qiu
HarpLDA+: Optimizing latent dirichlet allocation for parallel efficiency. IEEE BigData (2017)
Langshi Chen, Bo Peng, Bingjing Zhang, Tony Liu, Yiming Zou, Lei Jiang, Robert Henschel, Craig A. Stewart, Zhang Zhang, Emily McCallum, Zahniser Tom, Jon Omer, Judy Qiu
Benchmarking Harp-DAAL: High Performance Hadoop on KNL Clusters. CLOUD (2017)
Bingjing Zhang, Bo Peng, Judy Qiu
High Performance LDA through Collective Model Communication Optimization. ICCS (2016)
Clayton A. Davis, Giovanni Luca Ciampaglia, Luca Maria Aiello, Keychul Chung, Michael D. Conover, Emilio Ferrara, Alessandro Flammini, Geoffrey Charles Fox, Xiaoming Gao, Bruno Gonçalves, Przemyslaw A. Grabowicz, Kibeom Hong, Pik-Mai Hui, Scott McCaulay, Karissa McKelvey, Mark R. Meiss, Snehal Patil, Chathuri Peli Kankanamalage, Valentin Pentchev, Judy Qiu, Jacob Ratkiewicz, Alex Rudnick, Benjamin Serrette, Prashant Shiralkar, Onur Varol, Lilian Weng, Tak-Lon Wu, Andrew J. Younge, Filippo Menczer
OSoMe: The IUNI observatory on social media. PeerJ Prepr. 4 (2016)
Bingjing Zhang, Bo Peng, Judy Qiu
Model-centric computation abstractions in machine learning applications. BeyondMR@SIGMOD (2016)
Clayton A. Davis, Giovanni Luca Ciampaglia, Luca Maria Aiello, Keychul Chung, Michael D. Conover, Emilio Ferrara, Alessandro Flammini, Geoffrey C. Fox, Xiaoming Gao, Bruno Gonçalves, Przemyslaw A. Grabowicz, Kibeom Hong, Pik-Mai Hui, Scott McCaulay, Karissa McKelvey, Mark R. Meiss, Snehal Patil, Chathuri Peli Kankanamalage, Valentin Pentchev, Judy Qiu, Jacob Ratkiewicz, Alex Rudnick, Benjamin Serrette, Prashant Shiralkar, Onur Varol, Lilian Weng, Tak-Lon Wu, Andrew J. Younge, Filippo Menczer
OSoMe: the IUNI observatory on social media. PeerJ Comput. Sci. 2 (2016)
Xiaoming Gao, Emilio Ferrara, Judy Qiu
Parallel Clustering of High-Dimensional Social Media Data Streams. CCGRID (2015)
Xiaoming Gao, Emilio Ferrara, Judy Qiu
Parallel clustering of high-dimensional social media data streams. CoRR (2015)
Geoffrey C. Fox, Judy Qiu, Shantenu Jha, Saliya Ekanayake, Supun Kamburugamuve
Big Data, Simulations and HPC Convergence. WBDB (2015)
Geoffrey C. Fox, Judy Qiu, Supun Kamburugamuve, Shantenu Jha, André Luckow
HPC-ABDS High Performance Computing Enhanced Apache Big Data Stack. CCGRID (2015)
Bingjing Zhang, Yang Ruan, Judy Qiu
Harp: Collective Communication on Hadoop. IC2E (2015)
Thilina Gunarathne, Judy Qiu, Dennis Gannon
Towards a Collective Layer in the Big Data Stack. CCGRID (2014)
Yuan Luo, Beth Plale, Zhenhua Guo, Wilfred W. Li, Judy Qiu, Yiming Sun
Hierarchical MapReduce: towards simplified cross-domain data processing. Concurr. Comput. Pract. Exp. 26 (4) (2014)
Tak-Lon Wu, Abhilash Koppula, Judy Qiu
Integrating Pig with Harp to support iterative applications with fast cache and customized communication. DataCloud@SC (2014)
Geoffrey C. Fox, Shantenu Jha, Judy Qiu, Saliya Ekanayake, André Luckow
Towards a Comprehensive Set of Big Data Benchmarks. High Performance Computing Workshop (2014)
Judy Qiu, Ian T. Foster, Carole A. Goble
Emerging Computational Methods for the Life Sciences Workshop 2012. Concurr. Comput. Pract. Exp. 26 (6) (2014)
Shantenu Jha, Judy Qiu, André Luckow, Pradeep Kumar Mantha, Geoffrey Charles Fox
A Tale of Two Data-Intensive Paradigms: Applications, Abstractions, and Architectures. CoRR (2014)
Xiaoming Gao, Judy Qiu
Supporting Queries and Analyses of Large-Scale Social Media Data with Customizable and Scalable Indexing Techniques over NoSQL Databases. CCGRID (2014)
Larissa Stanberry, Roger Higdon, Winston Haynes, Natali Kolker, William Broomall, Saliya Ekanayake, Adam Hughes, Yang Ruan, Judy Qiu, Eugene Kolker, Geoffrey C. Fox
Visualizing the Protein Sequence Universe. Concurr. Comput. Pract. Exp. 26 (6) (2014)
Judy Qiu, Ian T. Foster, Ronald Taylor
Special Issue for Emerging Computational Methods for the Life Sciences Workshop. Concurr. Comput. Pract. Exp. 26 (4) (2014)
Sherif Hanie El Meligy Abdelhamid, Md. Maksudul Alam, Richard A. Aló, Shaikh Arifuzzaman, Peter H. Beckman, Tirtha Bhattacharjee, Md Hasanuzzaman Bhuiyan, Keith R. Bisset, Stephen G. Eubank, Albert C. Esterline, Edward A. Fox, Geoffrey C. Fox, S. M. Shamimul Hasan, Harshal Hayatnagarkar, Maleq Khan, Chris J. Kuhlman, Madhav V. Marathe, Natarajan Meghanathan, Henning S. Mortveit, Judy Qiu, S. S. Ravi, Zalia Shams, Ongard Sirisaengtaksin, Samarth Swarup, Anil Kumar S. Vullikanti, Tak-Lon Wu
CINET 2.0: A CyberInfrastructure for Network Science. eScience (2014)
Shantenu Jha, Judy Qiu, André Luckow, Pradeep Kumar Mantha, Geoffrey C. Fox
A Tale of Two Data-Intensive Paradigms: Applications, Abstractions, and Architectures. BigData Congress (2014)
Bingjing Zhang, Judy Qiu
High performance clustering of social images in a map-collective programming model. SoCC (2013)
Thilina Gunarathne, Bingjing Zhang, Tak-Lon Wu, Judy Qiu
Scalable parallel computing on clouds using Twister4Azure iterative MapReduce. Future Gener. Comput. Syst. 29 (4) (2013)
Sherif Elmeligy Abdelhamid, Richard A. Aló, S. M. Arifuzzaman, Peter H. Beckman, Md Hasanuzzaman Bhuiyan, Keith R. Bisset, Edward A. Fox, Geoffrey Charles Fox, Kevin Hall, S. M. Shamimul Hasan, Anurodh Joshi, Maleq Khan, Chris J. Kuhlman, Spencer J. Lee, Jonathan Leidig, Hemanth Makkapati, Madhav V. Marathe, Henning S. Mortveit, Judy Qiu, S. S. Ravi, Zalia Shams, Ongard Sirisaengtaksin, Rajesh Subbiah, Samarth Swarup, Nick Trebon, Anil Vullikanti, Zhao Zhao
CINET: A cyberinfrastructure for network science. eScience (2012)
Jong Youl Choi, Hasan Abbasi, David Pugmire, Norbert Podhorszki, Scott Klasky, Cristian Capdevila, Manish Parashar, Matthew Wolf, Judy Qiu, Geoffrey C. Fox
Mining hidden mixture context with ADIOS-P to improve predictive pre-fetcher accuracy. eScience (2012)
Seung-Hee Bae, Judy Qiu, Geoffrey C. Fox
Adaptive Interpolation of Multidimensional Scaling. ICCS (2012)
Judy Qiu, Dennis Gannon
Special issue for data intensive eScience. Distributed Parallel Databases 30 (5-6) (2012)
Adam Hughes, Yang Ruan, Saliya Ekanayake, Seung-Hee Bae, Qunfeng Dong, Mina Rho, Judy Qiu, Geoffrey C. Fox
Interpolative multidimensional scaling techniques for the identification of clusters in very large sequence sets. BMC Bioinform. 13 (S-2) (2012)
Judy Qiu, Bingjing Zhang
Mammoth Data in the Cloud: Clustering Social Images. High Performance Computing Workshop (1) (2012)
Shujia Zhou, Judy Qiu, Kenneth A. Hawick
Guest Editor's Introduction: Special Section on Challenges and Solutions in Multicore and Many-Core Computing. Concurr. Comput. Pract. Exp. 24 (1) (2012)
Jerome E. Mitchell, Judy Qiu, Massimo Canonio, Shantenu Jha, Linda Hayden, Barbara Ann O'Leary, Renato Figueiredo, Geoffrey C. Fox
FutureGrid education: using case studies to develop a curriculum for communicating parallel and distributed computing concepts. XSEDE (2012)
Judy Qiu, Seung-Hee Bae
Performance of windows multicore systems on threading and MPI. Concurr. Comput. Pract. Exp. 24 (1) (2012)
Hui Li, Geoffrey C. Fox, Judy Qiu
Performance Model for Parallel Matrix Multiplication with Dryad: Dataflow Graph Runtime. CGC (2012)
Yang Ruan, Saliya Ekanayake, Mina Rho, Haixu Tang, Seung-Hee Bae, Judy Qiu, Geoffrey C. Fox
DACIDR: deterministic annealed clustering with interpolative dimension reduction using a large collection of 16S rRNA sequences. BCB (2012)
Thilina Gunarathne, Bingjing Zhang, Tak-Lon Wu, Judy Qiu
Portable Parallel Programming on Cloud and HPC: Scientific Applications of Twister4Azure. UCC (2011)
Jong Youl Choi, Seung-Hee Bae, Judy Qiu, Bin Chen, David J. Wild
Browsing large-scale cheminformatics data with dimension reduction. Concurr. Comput. Pract. Exp. 23 (17) (2011)
Andrew J. Younge, Robert Henschel, James T. Brown, Gregor von Laszewski, Judy Qiu, Geoffrey C. Fox
Analysis of Virtualization Technologies for High Performance Computing Environments. IEEE CLOUD (2011)
Jaliya Ekanayake, Thilina Gunarathne, Judy Qiu
Cloud Technologies for Bioinformatics Applications. IEEE Trans. Parallel Distributed Syst. 22 (6) (2011)
Thilina Gunarathne, Tak-Lon Wu, Jong Youl Choi, Seung-Hee Bae, Judy Qiu
Cloud computing paradigms for pleasingly parallel biomedical applications. Concurr. Comput. Pract. Exp. 23 (17) (2011)
Seung-Hee Bae, Jong Youl Choi, Judy Qiu, Geoffrey C. Fox
Dimension reduction and visualization of large high-dimensional data via interpolation. HPDC (2010)
Jong Youl Choi, Seung-Hee Bae, Judy Qiu, Geoffrey C. Fox, Bin Chen, David J. Wild
Browsing large scale cheminformatics data with dimension reduction. HPDC (2010)
Jaliya Ekanayake, Hui Li, Bingjing Zhang, Thilina Gunarathne, Seung-Hee Bae, Judy Qiu, Geoffrey C. Fox
Twister: a runtime for iterative MapReduce. HPDC (2010)
Judy Qiu, Scott Beason, Seung-Hee Bae, Saliya Ekanayake, Geoffrey C. Fox
Performance of Windows Multicore Systems on Threading and MPI. CCGRID (2010)
Bingjing Zhang, Yang Ruan, Tak-Lon Wu, Judy Qiu, Adam Hughes, Geoffrey C. Fox
Applying Twister to Scientific Applications. CloudCom (2010)
Thilina Gunarathne, Tak-Lon Wu, Judy Qiu, Geoffrey C. Fox
MapReduce in the Clouds for Science. CloudCom (2010)
Thilina Gunarathne, Tak-Lon Wu, Judy Qiu, Geoffrey C. Fox
Cloud computing paradigms for pleasingly parallel biomedical applications. HPDC (2010)
Seung-Hee Bae, Judy Qiu, Geoffrey C. Fox
Multidimensional Scaling by Deterministic Annealing with Iterative Majorization Algorithm. eScience (2010)
Judy Qiu, Jaliya Ekanayake, Thilina Gunarathne, Jong Youl Choi, Seung-Hee Bae, Hui Li, Bingjing Zhang, Tak-Lon Wu, Yang Ruan, Saliya Ekanayake, Adam Hughes, Geoffrey C. Fox
Hybrid cloud and cluster computing paradigms for life science applications. BMC Bioinform. 11 (S-12) (2010)
Jong Youl Choi, Judy Qiu, Marlon E. Pierce, Geoffrey C. Fox
Generative topographic mapping by deterministic annealing. ICCS (1) (2010)