Publications

2026

1. OOPSLA

   Automatically Generating ML Compiler Backends from Tensor Accelerator ISA Descriptions

   Devansh Jain, Akash Pardeshi, Marco Frigo, Kaustubh Khulbe, Krut Patel, Saatvik Lochan, Jai Arora, and Charith Mendis

   In PACMPL(OOPSLA) 2026

   Oct 2026

   DOI Bib PDF Supp Code

   @article{act-oopsla2026,
     author = {Jain, Devansh and Pardeshi, Akash and Frigo, Marco and Khulbe, Kaustubh and Patel, Krut and Lochan, Saatvik and Arora, Jai and Mendis, Charith},
     title = {Automatically Generating ML Compiler Backends from Tensor Accelerator ISA Descriptions},
     year = {2026},
     issue_date = {October 2026},
     publisher = {Association for Computing Machinery},
     address = {New York, NY, USA},
     number = {OOPSLA2},
     url = {https://doi.org/10.1145/3839457},
     doi = {10.1145/3839457},
     journal = {Proc. ACM Program. Lang.},
     month = oct
   }

2. ISPASS

   MINISA: Minimal Instruction Set Architecture for Next-gen Reconfigurable Inference Accelerator

   Jianming Tong, Devansh Jain, Yujie Li, Charith Mendis, and Tushar Krishna

   In IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS 2026)

   Apr 2026

   Distinguished Artifact Honorable Mention

   DOI Bib PDF Code

   Distinguished Artifact Honorable Mention

   @inproceedings{minisa-ispass2026,
     author = {Tong, Jianming and Jain, Devansh and Li, Yujie and Mendis, Charith and Krishna, Tushar},
     booktitle = {IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS 2026)},
     title = {MINISA: Minimal Instruction Set Architecture for Next-gen Reconfigurable Inference Accelerator},
     year = {2026},
     pages = {614-626},
     url = {https://doi.org/10.1109/ISPASS69572.2026.00077},
     doi = {10.1109/ISPASS69572.2026.00077},
     month = apr
   }

2025

1. MICRO

   TAIDL: Tensor Accelerator ISA Definition Language with Auto-generation of Scalable Test Oracles

   Devansh Jain, Marco Frigo, Jai Arora, Akash Pardeshi, Zhihao Wang, Krut Patel, and Charith Mendis

   In 58th IEEE/ACM International Symposium on Microarchitecture (MICRO 2025)

   Oct 2025

   DOI Bib PDF Code

   @inproceedings{taidl-micro2025,
     author = {Jain, Devansh and Frigo, Marco and Arora, Jai and Pardeshi, Akash and Wang, Zhihao and Patel, Krut and Mendis, Charith},
     title = {TAIDL: Tensor Accelerator ISA Definition Language with Auto-generation of Scalable Test Oracles},
     year = {2025},
     isbn = {9798400715730},
     publisher = {Association for Computing Machinery},
     address = {New York, NY, USA},
     url = {https://doi.org/10.1145/3725843.3756075},
     doi = {10.1145/3725843.3756075},
     booktitle = {Proceedings of the 2025 58th IEEE/ACM International Symposium on Microarchitecture},
     pages = {1316–1333},
     numpages = {18},
     series = {MICRO '25},
     month = oct
   }

2. POPL

   TensorRight: Automated Verification of Tensor Graph Rewrites

   Jai Arora, Sirui Lu, Devansh Jain, Tianfan Xu, Farzin Houshmand, Phitchaya Mangpo Phothilimthana, Mohsen Lesani, Praveen Narayanan, Karthik Srinivasa Murthy, Rastislav Bodik, Amit Sabne, and Charith Mendis

   In 52nd ACM SIGPLAN Symposium on Principles of Programming Languages (POPL 2025)

   Jan 2025

   Distinguished Paper Award

   DOI Bib PDF Supp Code

   Distinguished Paper Award

   @article{tensorright-popl2025,
     author = {Arora, Jai and Lu, Sirui and Jain, Devansh and Xu, Tianfan and Houshmand, Farzin and Phothilimthana, Phitchaya Mangpo and Lesani, Mohsen and Narayanan, Praveen and Murthy, Karthik Srinivasa and Bodik, Rastislav and Sabne, Amit and Mendis, Charith},
     title = {TensorRight: Automated Verification of Tensor Graph Rewrites},
     year = {2025},
     issue_date = {January 2025},
     publisher = {Association for Computing Machinery},
     address = {New York, NY, USA},
     volume = {9},
     number = {POPL},
     url = {https://doi.org/10.1145/3704865},
     doi = {10.1145/3704865},
     journal = {Proc. ACM Program. Lang.},
     month = jan,
     articleno = {29},
     numpages = {32},
     keywords = {Denotational Semantics, Tensor Compilers, Unbounded Verification}
   }