Venkatram Vishwanath

Principal Researcher, Argonne National Laboratory

Joined

July 2019

Names

Venkatram Vishwanath

Emails

****@anl.gov (Confirmed)

Personal Links

Career & Education History

Principal Researcher

Argonne National Laboratory (anl.gov)

2009 – Present

Advisors, Relations & Conflicts

PhD Advisor

Present

Expertise

HPC

2009 – Present

Publications

Extending $\mu$P: Spectral Conditions for Feature Learning Across Optimizers
akshita gupta, Marieme Ngom, Sam Foreman, Venkatram Vishwanath
- Submitted to ICLR 2026
- Readers: Everyone
Extending $\mu$P: Spectral Conditions for Feature Learning Across Optimizers
akshita gupta, Marieme Ngom, Sam Foreman, Venkatram Vishwanath
- NeurIPS 2025 Workshop
- Readers: Everyone
Sketch-Augmented Features Improve Learning Long-Range Dependencies in Graph Neural Networks
Ryien Hosseini, Filippo Simini, Venkatram Vishwanath, Rebecca Willett, Henry Hoffmann
- NeurIPS 2025 poster
- Readers: Everyone
AdaParse: An Adaptive Parallel PDF Parsing and Resource Scaling Engine
Carlo Siebenschuh, Kyle Hippe, Ozan Gokdemir, Alexander Brace, Arham Mushtaq Khan, Khalid Hossain, Yadu Babuji, Nicholas Chia, Venkatram Vishwanath, Arvind Ramanathan, Rick L. Stevens, Ian Foster, Robert Underwood
- MLSys 2025
- Readers: Everyone
Quality Measures for Dynamic Graph Generative Models
Ryien Hosseini, Filippo Simini, Venkatram Vishwanath, Rebecca Willett, Henry Hoffmann
- ICLR 2025 Spotlight
- Readers: Everyone
DeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery through Sophisticated AI System Technologies
Shuaiwen Leon Song, Bonnie Kruft, Minjia Zhang, Conglong Li, Shiyang Chen, Chengming Zhang, Masahiro Tanaka, Xiaoxia Wu, Mohammed AlQuraishi, Gustaf Ahdritz, Christina Floristean, Rick L. Stevens, Venkatram Vishwanath, Arvind Ramanathan, Sam Foreman, Kyle Hippe, Prasanna Balaprakash, Yuxiong He
- NeurIPS2023-AI4Science Poster
- Readers: Everyone

Co-Authors

View all 32 co-authors