| 2019 | CLUSTER | HarpGBDT: Optimizing Gradient Boosting Decision Tree for Parallel Efficiency. | Bo Peng, Judy Qiu, Langshi Chen, Jiayu Li, Miao Jiang, Selahattin Akkas, Egor Smirnov, Ruslan Israfilov, Sergey Khekhnev, Andrey Nikolaev |
| 2019 | SC | Generalized Sparse Matrix-Matrix Multiplication for Vector Engines and Graph Applications. | Jiayu Li, Fugang Wang, Takuya Araki, Judy Qiu |
| 2018 | ISPASS | Performance Characterization of Multi-threaded Graph Processing Applications on Many-Integrated-Core Architecture. | Lei Jiang, Langshi Chen, Judy Qiu |
| 2016 | ICCS | High Performance LDA through Collective Model Communication Optimization. | Bingjing Zhang, Bo Peng, Judy Qiu |
| 2016 | SIGMOD | Model-centric computation abstractions in machine learning applications. | Bingjing Zhang, Bo Peng, Judy Qiu |
| 2015 | CCGRID | HPC-ABDS High Performance Computing Enhanced Apache Big Data Stack. | Geoffrey C. Fox, Judy Qiu, Supun Kamburugamuve, Shantenu Jha, Andr Luckow |
| 2015 | CCGRID | Parallel Clustering of High-Dimensional Social Media Data Streams. | Xiaoming Gao, Emilio Ferrara, Judy Qiu |
| 2015 | IC2E | Harp: Collective Communication on Hadoop. | Bingjing Zhang, Yang Ruan, Judy Qiu |
| 2014 | BigData | A Tale of Two Data-Intensive Paradigms: Applications, Abstractions, and Architectures. | Shantenu Jha, Judy Qiu, Andr Luckow, Pradeep Kumar Mantha, Geoffrey C. Fox |
| 2014 | CCGRID | Supporting Queries and Analyses of Large-Scale Social Media Data with Customizable and Scalable Indexing Techniques over NoSQL Databases. | Xiaoming Gao, Judy Qiu |
| 2014 | CCGRID | Towards a Collective Layer in the Big Data Stack. | Thilina Gunarathne, Judy Qiu, Dennis Gannon |
| 2014 | SC | Integrating Pig with Harp to support iterative applications with fast cache and customized communication. | Tak-Lon Wu, Abhilash Koppula, Judy Qiu |
| 2013 | CLOUD | High performance clustering of social images in a map-collective programming model. | Bingjing Zhang, Judy Qiu |
| 2011 | UCC | Portable Parallel Programming on Cloud and HPC: Scientific Applications of Twister4Azure. | Thilina Gunarathne, Bingjing Zhang, Tak-Lon Wu, Judy Qiu |
| 2010 | CCGRID | Performance of Windows Multicore Systems on Threading and MPI. | Judy Qiu, Scott Beason, Seung-Hee Bae, Saliya Ekanayake, Geoffrey C. Fox |
| 2010 | CloudCom | MapReduce in the Clouds for Science. | Thilina Gunarathne, Tak-Lon Wu, Judy Qiu, Geoffrey C. Fox |
| 2010 | CloudCom | Applying Twister to Scientific Applications. | Bingjing Zhang, Yang Ruan, Tak-Lon Wu, Judy Qiu, Adam Hughes, Geoffrey C. Fox |
| 2010 | HPDC | Dimension reduction and visualization of large high-dimensional data via interpolation. | Seung-Hee Bae, Jong Youl Choi, Judy Qiu, Geoffrey C. Fox |
| 2010 | HPDC | Browsing large scale cheminformatics data with dimension reduction. | Jong Youl Choi, Seung-Hee Bae, Judy Qiu, Geoffrey C. Fox, Bin Chen, David J. Wild |
| 2010 | HPDC | Twister: a runtime for iterative MapReduce. | Jaliya Ekanayake, Hui Li, Bingjing Zhang, Thilina Gunarathne, Seung-Hee Bae, Judy Qiu, Geoffrey C. Fox |
| 2010 | HPDC | Cloud computing paradigms for pleasingly parallel biomedical applications. | Thilina Gunarathne, Tak-Lon Wu, Judy Qiu, Geoffrey C. Fox |