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Publications
Our publications provide insight into some of our leading-edge research.
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6 results found
High Performance Computing
Clear all
2025
High Performance Computing
2025
Task-Based Tensor Computations on Modern GPUs
Rohan Yadav,
Michael Garland
, Alex Aiken,
Michael Bauer
PLDI
Beyond the Buzz: A Pragmatic Take on Inference Disaggregation
Tiyasa Mitra, Ritika Borkar, Nidhi Bhatia, Ramon Matas, Shivam Raj, Dheevatsa Mudigere, Ritchie Zhao, Maximilian Golub, Arpan Dutta, Sailaja Madduri, Dharmesh Jani, Brian Pharris, Bita Darvish Rouhani
SLIM: One-shot Quantization and Sparsity with Low-rank Approximation for LLM Weight Compression
Mohammad Mozaffari , Amir Yazdanbakhsh,
Maryam Mehri Dehnavi
ICML
Adaptive Algebraic Reuse of Reordering in Cholesky Factorizations with Dynamic Sparsity Patterns
Behrooz Zarebavani, Danny Kaufman, David Levin,
Maryam Mehri Dehnavi
SIGGRAPH
Composing Distributed Computations Through Task and Kernel Fusion
Rohan Yadav, Shiv Sundrum, Wonchan Lee,
Michael Garland
,
Michael Bauer
, Alex Aiken, Fredrik Kjolstad
Automatic Tracing in Task-Based Runtime Systems
Rohan Yadav,
Michael Bauer
, David Broman,
Michael Garland
, Alex Aiken, Fredrik Kjolstad
