Abhinav Bhatele

Professor, Department of Computer Science and UMIACS
Affiliate Faculty Member, AIM (AI Institute at Maryland) and AMSC Program
Director, BS in AI program, CS/AIM/CMNS
Director, Parallel Software and Systems Group (PSSG)
University of Maryland, College Park

Brendan Iribe Center for Computer Science and Engineering
8125 Paint Branch Drive, College Park, MD 20742
E-mail:

IRB 5218
(301) 405-4507

Self-driven, motivated undergraduate/graduate students (studying computer science) interested in conducting research in my group should drop me an e-mail and mention some topics on the PSSG research page that might interest them.

Students enrolled in the CMNS science academy or other professional masters of engineering programs (MAGE, etc.): Do NOT e-mail me about GA/RA/TA/Grader positions. I do not have the bandwith to take on students whose major is not Computer Science.

Recent Publications

Plexus: Taming Billion-edge Graphs with 3D Parallel GNN Training
Aditya K. Ranjan, Siddharth Singh, Cunyang Wei, and Abhinav Bhatele
Proceedings of the ACM/IEEE International Conference for High Performance Computing, Networking, Storage and Analysis. November 2025.

ParEval-Repo: A Benchmark Suite for Evaluating LLMs with Repository-level HPC Translation Tasks
Joshua H. Davis, Daniel Nichols, Ishan Khillan, and Abhinav Bhatele
Proceedings of the International Conference on Parallel Processing. September 2025.

Full list >>

Teaching (at UMD)

Tutorials

Evaluation of LLMs in HPC SC '26 | ISC '26
Distributed Deep Learning SC '25 | ISC '25 | SC '24 | ISC '24 | ISC '23
HPC Programming Bootcamp Winter 2020

Work/Education History

2022-2026 Associate Professor, Department of Computer Science and UMIACS, University of Maryland
2019-2022 Assistant Professor, Department of Computer Science and UMIACS, University of Maryland
2018-2019 Principal Computer Scientist, Center for Applied Scientific Computing, Lawrence Livermore National Laboratory
2012-2018 Senior Computer Scientist, CASC, Lawrence Livermore National Laboratory
2011-2012 Post-doctoral Research Scholar, CASC, Lawrence Livermore National Laboratory
2010-2011 Post-doctoral Research Associate, Department of Computer Science, University of Illinois at Urbana-Champaign
Aug 2010 Ph. D., Computer Science, University of Illinois at Urbana-Champaign
Dec 2007 M. S., Computer Science, University of Illinois at Urbana-Champaign
May 2005 B. Tech., Computer Science and Engineering, Indian Institute of Technology, Kanpur