| 2024 | ICLR | Enhancing Instance-Level Image Classification with Set-Level Labels. | Renyu Zhang, Aly A. Khan, Yuxin Chen, Robert L. Grossman |
| 2023 | BIBE | CNT: Semi-Automatic Translation from CWL to Nextflow for Genomic Workflows. | Martin L. Putra, In Kee Kim, Haryadi S. Gunawi, Robert L. Grossman |
| 2023 | ICLR | Scalable Batch-Mode Deep Bayesian Active Learning via Equivalence Class Annealing. | Renyu Zhang, Aly A. Khan, Robert L. Grossman, Yuxin Chen |
| 2021 | USENIX | Experiences in Managing the Performance and Reliability of a Large-Scale Genomics Cloud Platform. | Michael Hao Tong, Robert L. Grossman, Haryadi S. Gunawi |
| 2020 | BIBE | Evaluation of Hyperbolic Attention in Histopathology Images. | Renyu Zhang, Aly A. Khan, Robert L. Grossman |
| 2017 | ICIN | Designing and deploying a bioinformatics software-defined network exchange (SDX): Architecture, services, capabilities, and foundation technologies. | Joe Mambretti, Jim Hao Chen, Fei Yeh, Robert L. Grossman, Piers Nash, Alison Heath, Renuka Arya, Stuti Agrawal, Zhenyu Zhang |
| 2016 | KDD | Deploying Analytics with the Portable Format for Analytics (PFA). | Jim Pivarski, Collin Bennett, Robert L. Grossman |
| 2012 | IGARSS | The Namibia Early Flood Warning System, a CEOS pilot project. | Daniel J. Mandl, Stuart Frye, Rob Sohlberg, Pat Cappelaere, Matthew Handy, Robert L. Grossman |
| 2012 | SC | The Design of a Community Science Cloud: The Open Science Data Cloud Perspective. | Robert L. Grossman, Matthew Greenway, Allison P. Heath, Ray Powell, Rafael D. Suarez, Walt Wells, Kevin P. White, Malcolm P. Atkinson, Iraklis A. Klampanos, Heidi L. Alvarez, Christine Harvey, Joe Mambretti |
| 2012 | SC | OpenFlow Enabled Hadoop over Local and Wide Area Clusters. | Sandhya Narayan, Stuart Bailey, Anand Daga, Matthew Greenway, Robert L. Grossman, Allison P. Heath, Ray Powell |
| 2010 | HPDC | An overview of the Open Science Data Cloud. | Robert L. Grossman, Yunhong Gu, Joe Mambretti, Michal Sabala, Alexander S. Szalay, Kevin P. White |
| 2010 | ICDM | dSimpleGraph: A Novel Distributed Clustering Algorithm for Exploring Very Large Scale Unknown Data Sets. | Li Lu, Yunhong Gu, Robert L. Grossman |
| 2010 | ICDM | dMaximalCliques: A Distributed Algorithm for Enumerating All Maximal Cliques and Maximal Clique Distribution. | Li Lu, Yunhong Gu, Robert L. Grossman |
| 2010 | KDD | Malstone: towards a benchmark for analytics on large data clouds. | Collin Bennett, Robert L. Grossman, David Locke, Jonathan Seidman, Steve Vejcik |
| 2010 | SC | Processing massive sized graphs using Sector/Sphere. | Yunhong Gu, Li Lu, Robert L. Grossman, Andy Yoo |
| 2009 | ICDM | Why Naive Ensembles Do Not Work in Cloud Computing. | Wenxuan Gao, Robert L. Grossman, Philip S. Yu, Yunhong Gu |
| 2009 | SC | Lessons learned from a year's worth of benchmarks of large data clouds. | Yunhong Gu, Robert L. Grossman |
| 2008 | KDD | Data mining using high performance data clouds: experimental studies using sector and sphere. | Robert L. Grossman, Yunhong Gu |
| 2008 | SC | Exploring data parallelism and locality in wide area networks. | Yunhong Gu, Robert L. Grossman |
| 2007 | KDD | Detecting changes in large data sets of payment card data: a case study. | Chris Curry, Robert L. Grossman, David Locke, Steve Vejcik, Joseph Bugajski |
| 2006 | CCGRID | SDCS: Simplified Data Communications in Parallel/Distributed Applications. | Yong Mao, Yunhong Gu, Jia Chen, Robert L. Grossman |
| 2006 | ICSOC | A Service Oriented Architecture Supporting Data Interoperability for Payments Card Processing Systems. | Joseph Bugajski, Robert L. Grossman, Steve Vejcik |
| 2006 | SC | Bandwidth challenge - Transporting sloan digital sky survey data using SECTOR. | Robert L. Grossman, Yunhong Gu, Michal Sabala, Shirley Connelly, David Hanley, Joe Mambretti, Alexander S. Szalay, Ani Thakar, Jan vandenBerg, Alainna Wonders |
| 2005 | SC | Real Time Change Detection and Alerts from Highway Traffic Data. | Robert L. Grossman, Michal Sabala, Anushka Anand, Steve Eick, Leland Wilkinson, Pei Zhang, John Chaves, Steve Vejcik, John F. Dillenburg, Peter C. Nelson, Doug Rorem, Javid Alimohideen, Jason Leigh, Michael E. Papka, Rick L. Stevens |
| 2005 | SC | Supporting Configurable Congestion Control in Data Transport Services. | Yunhong Gu, Robert L. Grossman |
| 2005 | VDA | Visual browsing of remote and distributed data. | Parthasarathy Krishnaswamy, Stephen G. Eick, Robert L. Grossman |
| 2004 | ICDM | A Greedy Algorithm for Selecting Models in Ensembles. | Andrei L. Turinsky, Robert L. Grossman |
| 2004 | ISI | Experimental Studies Using Median Polish Procedure to Reduce Alarm Rates in Data Cubes of Intrusion Data. | Jorge Levera, Benjamn Barn, Robert L. Grossman |
| 2004 | SC | Experiences in Design and Implementation of a High Performance Transport Protocol. | Yunhong Gu, Xinwei Hong, Robert L. Grossman |
| 2004 | SDM | GenIc: A Single-Pass Generalized Incremental Algorithm for Clustering. | Chetan Gupta, Robert L. Grossman |
| 2003 | KDD | Mining data records in Web pages. | Bing Liu, Robert L. Grossman, Yanhong Zhai |
| 2002 | ICDM | An Algebraic Approach to Data Mining: Some Examples. | Robert L. Grossman, Richard G. Larson |
| 2002 | SC | Merging multiple data streams on common keys over high performance networks. | Marco Mazzucco, Asvin Ananthanarayan, Robert L. Grossman, Jorge Levera, Gokulnath Bhagavantha Rao |
| 2000 | EDBT | Performance of DB2 Enterprise-Extended Edition on NT with Virtual Interface Architecture. | Sivakumar Harinath, Robert L. Grossman, K. Bernhard Schiefer, Xun Xue, Sadique Syed |
| 2000 | SC | PSockets: The Case for Application-level Network Striping for Data Intensive Applications using High Speed Wide Area Networks. | Harimath Sivakumar, Stuart Bailey, Robert L. Grossman |
| 1999 | HPDC | A Methodology for Supporting Collaborative Exploratory Analysis of Massive Data Sets in Tele-Immersive Environments. | Jason Leigh, Andrew E. Johnson, Thomas A. DeFanti, Stuart Bailey, Robert L. Grossman |
| 1999 | KDD | A High Performance Implementation of the Data Space Transfer Protocol (DSTP). | Stuart Bailey, Emory Creel, Robert L. Grossman, Srinath Gutti, Harimath Sivakumar |
| 1999 | SC | Papyrus: A System for Data Mining over Local and Wide Area Clusters and Super-Clusters. | Stuart Bailey, Robert L. Grossman, Harimath Sivakumar, Andrei L. Turinsky |
| 1996 | KDD | Data Mining and Tree-Based Optimization. | Robert L. Grossman, Haim Bodek, Dave Northcutt, H. Vincent Poor |
| 1995 | ISSAC | The Symbolic Computation of Differential Invariants of Polynomial Vector Field Systems Using Trees. | M. J. Doffou, Robert L. Grossman |
| 1995 | SIGMOD | PTool: A Light Weight Persistent Object Manager. | Robert L. Grossman, David Hanley, Xiao Qin |
| 1994 | SIGMOD | Ptool: A Scalable Persistent Object Manager. | Robert L. Grossman, Xiao Qin |
| 1994 | SSDBM | Analyzing High Energy Physics Data Using Databases: A Case Study. | Robert L. Grossman, Xiao Qin, D. Valsamis, Wen Xu, Christopher T. Day, Stewart C. Loken, J. F. MacFarlane, David R. Quarrie, Edward N. May, David Lifka, David M. Malon, L. E. Price, A. Baden, L. Cormell, Phil Leibold, D. Liu, U. Nixdorf, B. Scipioni, T. Song |
| 1992 | ISSAC | The Explicit Computation of Integration Algorithms and First Integrals for Ordinary Differential Equations with Polynomial Coefficients Using Trees. | Peter E. Crouch, Robert L. Grossman |
| 1991 | ISSAC | Computations Involving Differential Operators and Their Actions on Functions. | Peter E. Crouch, Robert L. Grossman, Richard G. Larson |
| 1990 | SODA | Visibility with a Moving Point of View. | Marshall W. Bern, David P. Dobkin, David Eppstein, Robert L. Grossman |
| 1989 | ISSAC | Labeled Trees and the Efficient Computation of Derivations. | Robert L. Grossman, Richard G. Larson |