Compiling Strassen-like Matrix Multiplication Algorithms to Fast CUDA Kernels
Programming Language Design and Implementation | June 2026
Abhinav Jangda
Senior Researcher
论文与出版物
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Flashlight: A PyTorch Compiler Framework for Accelerating Attention Variants
Bozhi You, Irene Wang, Zelal Su Mustafaoglu, Abhinav Jangda, Angelica Moreira, Roshan Dathathri, Divya Mahajan, Keshav Pingali
Ninth Annual Conference on Machine Learning and Systems (MLSys) | May 2026
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MSCCL++: Rethinking GPU Communication Abstractions for AI Inference
Changho Hwang, Peng Cheng, Roshan Dathathri, Abhinav Jangda, Saeed Maleki, Madan Musuvathi, Olli Saarikivi, Aashaka Shah, Ziyue Yang, Binyang Li, Caio Rocha, Qinghua Zhou, Mahdieh Ghazimirsaeed, Sreevatsa Anantharamu, Jithin Jose
ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) | March 2026
Best Paper - Honorable Mention
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PEAK: A Performance Engineering AI-Assistant for GPU Kernels Powered by Natural Language Transformations
M. Tariq, Abhinav Jangda, Angelica Moreira, Madan Musuvathi, Tyler Sorensen
December 2025
December 2025
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Knowledge Transfer from High-Resource to Low-Resource Programming Languages for Code LLMs
Federico Cassano, John Gouwar, F. Lucchetti, Claire Schlesinger, Carolyn Jane Anderson, Michael Greenberg, Abhinav Jangda, Arjun Guha
PLDI 2025 | August 2023
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Compiling Strassen-like Matrix Multiplication Algorithms to Fast CUDA Kernels
Programming Language Design and Implementation | June 2026
-
Flashlight: A PyTorch Compiler Framework for Accelerating Attention Variants
Bozhi You, Irene Wang, Zelal Su Mustafaoglu, Abhinav Jangda, Angelica Moreira, Roshan Dathathri, Divya Mahajan, Keshav Pingali
Ninth Annual Conference on Machine Learning and Systems (MLSys) | May 2026
-
MSCCL++: Rethinking GPU Communication Abstractions for AI Inference
Changho Hwang, Peng Cheng, Roshan Dathathri, Abhinav Jangda, Saeed Maleki, Madan Musuvathi, Olli Saarikivi, Aashaka Shah, Ziyue Yang, Binyang Li, Caio Rocha, Qinghua Zhou, Mahdieh Ghazimirsaeed, Sreevatsa Anantharamu, Jithin Jose
ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) | March 2026
Best Paper - Honorable Mention
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Knowledge Transfer from High-Resource to Low-Resource Programming Languages for Code LLMs
Federico Cassano, John Gouwar, F. Lucchetti, Claire Schlesinger, Carolyn Jane Anderson, Michael Greenberg, Abhinav Jangda, Arjun Guha
PLDI 2025 | August 2023
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Flashlight: A PyTorch Compiler Framework for Accelerating Attention Variants
Bozhi You, Irene Wang, Zelal Su Mustafaoglu, Abhinav Jangda, Angelica Moreira, Roshan Dathathri, Divya Mahajan, Keshav Pingali
Ninth Annual Conference on Machine Learning and Systems (MLSys) | May 2026
-
MSCCL++: Rethinking GPU Communication Abstractions for AI Inference
Changho Hwang, Peng Cheng, Roshan Dathathri, Abhinav Jangda, Saeed Maleki, Madan Musuvathi, Olli Saarikivi, Aashaka Shah, Ziyue Yang, Binyang Li, Caio Rocha, Qinghua Zhou, Mahdieh Ghazimirsaeed, Sreevatsa Anantharamu, Jithin Jose
ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) | March 2026
Best Paper - Honorable Mention
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PEAK: A Performance Engineering AI-Assistant for GPU Kernels Powered by Natural Language Transformations
M. Tariq, Abhinav Jangda, Angelica Moreira, Madan Musuvathi, Tyler Sorensen
December 2025
December 2025
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-
-
Compiling Strassen-like Matrix Multiplication Algorithms to Fast CUDA Kernels
Programming Language Design and Implementation | June 2026
-
Flashlight: A PyTorch Compiler Framework for Accelerating Attention Variants
Bozhi You, Irene Wang, Zelal Su Mustafaoglu, Abhinav Jangda, Angelica Moreira, Roshan Dathathri, Divya Mahajan, Keshav Pingali
Ninth Annual Conference on Machine Learning and Systems (MLSys) | May 2026
-
MSCCL++: Rethinking GPU Communication Abstractions for AI Inference
Changho Hwang, Peng Cheng, Roshan Dathathri, Abhinav Jangda, Saeed Maleki, Madan Musuvathi, Olli Saarikivi, Aashaka Shah, Ziyue Yang, Binyang Li, Caio Rocha, Qinghua Zhou, Mahdieh Ghazimirsaeed, Sreevatsa Anantharamu, Jithin Jose
ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) | March 2026
Best Paper - Honorable Mention
-
Knowledge Transfer from High-Resource to Low-Resource Programming Languages for Code LLMs
Federico Cassano, John Gouwar, F. Lucchetti, Claire Schlesinger, Carolyn Jane Anderson, Michael Greenberg, Abhinav Jangda, Arjun Guha
PLDI 2025 | August 2023
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-
-
PEAK: A Performance Engineering AI-Assistant for GPU Kernels Powered by Natural Language Transformations
M. Tariq, Abhinav Jangda, Angelica Moreira, Madan Musuvathi, Tyler Sorensen
December 2025
December 2025
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