Scholar
Murali Krishna Emani
Google Scholar ID: A1AoXkYAAAAJ
Computer Scientist at Argonne National Laboratory
Citations & Impact
Citations
1,499
H-index
20
i10-index
31
Publications
20
Co-authors
10
list available
Contact
No contact links provided.
Publications
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
- September 2025: Paper 'AERIS: Argonne Earth Systems Model for Reliable and Skillful Predictions' selected as a finalist for the 2025 ACM Gordon Bell Prize in Climate Modeling
- September 2025: Paper 'MoE-Inference-Bench' accepted at PMBS workshop at SC25
- September 2025: Paper on unstructured sparse fine-tuning on wafer-scale engine accepted at ExHetAI workshop at SC25
- July 2025: Paper 'MoPEQ' accepted at Workshop on Extreme Quantization for Computer Vision (ICCV 2025)
- June 2025: Paper 'Langvision-Lora-NAS' accepted at ICIP 2025
- February 2025: Papers 'AILuminate' and 'BaKlaVa' posted on arXiv
- June 2025: Co-organized two BoF sessions and a tutorial on programming novel AI accelerators at ISC25
- Served on program committees for top-tier conferences (e.g., SIGKDD, AAAI, SC, IPDPS) and as reviewer for journals
- Mentored multiple postdocs and PhD students, many now at RedHat, PNNL, Nvidia, Microsoft, etc.
Research Experience
- Currently a Computer Scientist at ALCF, Argonne National Laboratory
- Previously a Postdoctoral Research Staff Member at Lawrence Livermore National Laboratory
- Co-leads the AI Testbed at ALCF, exploring performance and efficiency of AI accelerators for scientific ML applications
- Served as co-chair of the MLPerf HPC group at MLCommons for benchmarking large-scale ML on HPC systems
- Current projects include: developing performance models for scaling ML/DL frameworks on emerging supercomputers; co-design of hardware and ML algorithms; benchmarking ML/DL methods on HPC systems
