Applying Twister to Scientific Applications. - Bingjing Zhang; Yang Ruan; Tak-Lon Wu; Judy Qiu; Adam Hughes; Geoffrey C. Fox (CloudCom, 2010)

Twister: a runtime for iterative MapReduce. - Jaliya Ekanayake; Hui Li; Bingjing Zhang; Thilina Gunarathne; Seung-Hee Bae; Judy Qiu; Geoffrey C. Fox (HPDC, 2010)

Hybrid cloud and cluster computing paradigms for life science applications. - 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 (BMC Bioinform., 2010)

Portable Parallel Programming on Cloud and HPC: Scientific Applications of Twister4Azure. - Thilina Gunarathne; Bingjing Zhang; Tak-Lon Wu; Judy Qiu (UCC, 2011)

Mammoth Data in the Cloud: Clustering Social Images. - Judy Qiu; Bingjing Zhang (High Performance Computing Workshop (1), 2012)

High performance clustering of social images in a map-collective programming model. - Bingjing Zhang; Judy Qiu (SoCC, 2013)

Scalable parallel computing on clouds using Twister4Azure iterative MapReduce. - Thilina Gunarathne; Bingjing Zhang; Tak-Lon Wu; Judy Qiu (Future Gener. Comput. Syst., 2013)

Harp: Collective Communication on Hadoop. - Bingjing Zhang; Yang Ruan; Judy Qiu (IC2E, 2015)

A Collective Communication Layer for the Software Stack of Big Data Analytics. - Bingjing Zhang (IC2E Workshops, 2016)

High Performance LDA through Collective Model Communication Optimization. - Bingjing Zhang; Bo Peng 011; Judy Qiu (ICCS, 2016)

Model-centric computation abstractions in machine learning applications. - Bingjing Zhang; Bo Peng 011; Judy Qiu (BeyondMR@SIGMOD, 2016)

Benchmarking Harp-DAAL: High Performance Hadoop on KNL Clusters. - Langshi Chen; Bo Peng 011; Bingjing Zhang; Tony Liu 001; Yiming Zou; Lei Jiang 001; Robert Henschel; Craig A. Stewart; Zhang Zhang; Emily McCallum; Zahniser Tom; Jon Omer; et al. (CLOUD, 2017)

HarpLDA+: Optimizing latent dirichlet allocation for parallel efficiency. - Bo Peng 011; Bingjing Zhang; Langshi Chen; Mihai Avram 002; Robert Henschel; Craig A. Stewart; Shaojuan Zhu; Emily McCallum; Lisa Smith; Tom Zahniser; Jon Omer; Judy Qiu (IEEE BigData, 2017)

Hybrid Supervised-unsupervised Image Topic Visualization with Convolutional Neural Network and LDA. - Kai Zhen; Mridul Birla; David J. Crandall; Bingjing Zhang; Judy Qiu (CoRR, 2017)

Fault Tolerance in Iterative-Convergent Machine Learning. - Aurick Qiao; Bryon Aragam; Bingjing Zhang; Eric P. Xing (ICML, 2019)