Publications

2026

1. ISPASS

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

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

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

   Apr 2026

   DOI Bib PDF

   @article{minisa-ispass2026,
     author = {Tong, Jianming and Jain, Devansh and Li, Yujie and Mendis, Charith and Krishna, Tushar},
     title = {MINISA: Minimal Instruction Set Architecture for Next-gen Reconfigurable Inference Accelerator},
     year = {2026},
     issue_date = {April 2026},
     url = {https://arxiv.org/abs/2603.20623},
     doi = {10.48550/arXiv.2603.20623},
     month = apr
   }

2025

1. arXiv

   ACT: Automatically Generating Compiler Backends from Tensor Accelerator ISA Descriptions

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

   Oct 2025

   DOI Bib PDF

   @misc{act-arxiv,
     title = {ACT: Automatically Generating Compiler Backends from Tensor Accelerator ISA Descriptions},
     author = {Jain, Devansh and Pardeshi, Akash and Frigo, Marco and Patel, Krut and Khulbe, Kaustubh and Arora, Jai and Mendis, Charith},
     year = {2025},
     eprint = {2510.09932},
     archiveprefix = {arXiv},
     primaryclass = {cs.PL},
     url = {https://arxiv.org/abs/2510.09932},
     doi = {10.48550/arXiv.2510.09932},
     month = oct
   }

2. 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

   @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
   }

3. OOPSLA

   SPLAT: A Framework for Optimised GPU Code-Generation for SParse reguLar ATtention

   Ahan Gupta, Yueming Yuan, Devansh Jain, Yuhao Ge, David Aponte, Yanqi Zhou, and Charith Mendis

   In 2025 volume of PACMPL(OOPSLA)

   Apr 2025

   DOI Bib PDF

   @article{splat-oopsla2025,
     author = {Gupta, Ahan and Yuan, Yueming and Jain, Devansh and Ge, Yuhao and Aponte, David and Zhou, Yanqi and Mendis, Charith},
     title = {SPLAT: A Framework for Optimised GPU Code-Generation for SParse reguLar ATtention},
     year = {2025},
     issue_date = {April 2025},
     publisher = {Association for Computing Machinery},
     address = {New York, NY, USA},
     volume = {9},
     number = {OOPSLA1},
     url = {https://doi.org/10.1145/3720503},
     doi = {10.1145/3720503},
     journal = {Proc. ACM Program. Lang.},
     month = apr,
     articleno = {138},
     numpages = {29},
     keywords = {Code-generation, Deep Learning, Large Language Models}
   }

4. 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

   Jan 2025

   Distinguished Paper Award

   DOI Bib PDF

   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}
   }

2024

1. SolPhys

   Solar Flare Catalogue from 3 Years of Chandrayaan-2 XSM Observations

   Aravind Bharathi Valluvan, Ashwin Goyal, Devansh Jain, Abhinna Sundar Samantaray, Abhilash Sarwade, and Kasiviswanathan Sankarasubramanian

   In Solar Physics (Sol Phys) Journal

   Jan 2024

   DOI Bib PDF

   @article{chandrayaan2-xsm-solphys2024,
     author = {Valluvan, Aravind Bharathi and Goyal, Ashwin and Jain, Devansh and Samantaray, Abhinna Sundar and Sarwade, Abhilash and Sankarasubramanian, Kasiviswanathan},
     title = {Solar Flare Catalogue from 3 Years of Chandrayaan-2 XSM Observations},
     volume = {299},
     url = {http://dx.doi.org/10.1007/s11207-023-02244-0},
     doi = {10.1007/s11207-023-02244-0},
     number = {2},
     journal = {Solar Physics},
     publisher = {Springer Science and Business Media LLC},
     year = {2024},
     month = jan,
     language = {en}
   }

2023

1. WACV

   GlobalFlowNet: Video Stabilization using Deep Distilled Global Motion Estimates

   Jerin Geo, Devansh Jain, and Ajit Rajwade

   In 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

   Jan 2023

   DOI Bib PDF

   @inproceedings{globalflownet-wacv2023,
     author = {Geo, Jerin and Jain, Devansh and Rajwade, Ajit},
     booktitle = {2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)},
     title = {GlobalFlowNet: Video Stabilization using Deep Distilled Global Motion Estimates},
     year = {2023},
     volume = {},
     number = {},
     pages = {5067-5076},
     keywords = {Optical losses;Smoothing methods;Source coding;Transforms;Stability analysis;Motion measurement;Discrete cosine transforms;Algorithms: Computational photography;image and video synthesis},
     doi = {10.1109/WACV56688.2023.00505},
     issn = {2642-9381},
     month = jan
   }