| 2019 | ICML | Fault Tolerance in Iterative-Convergent Machine Learning. | Aurick Qiao, Bryon Aragam, Bingjing Zhang, Eric P. Xing |
| 2016 | IC2E | A Collective Communication Layer for the Software Stack of Big Data Analytics. | Bingjing Zhang |
| 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 | IC2E | Harp: Collective Communication on Hadoop. | Bingjing Zhang, Yang Ruan, 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 | CloudCom | Applying Twister to Scientific Applications. | Bingjing Zhang, Yang Ruan, Tak-Lon Wu, Judy Qiu, Adam Hughes, Geoffrey C. Fox |
| 2010 | HPDC | Twister: a runtime for iterative MapReduce. | Jaliya Ekanayake, Hui Li, Bingjing Zhang, Thilina Gunarathne, Seung-Hee Bae, Judy Qiu, Geoffrey C. Fox |