@inproceedings{gohilmlsys2026,
  author = {Varun Gohil and Nevena Stojkovic and Noman Bashir and Sundar Dev and Gaurang Upasani and David Lo and Parthasarathy Ranganathan and Christina Delimitrou},
  title = {When Machine Learning Isn't Sure: Building Resilient ML-based Computer Systems by Embracing Uncertainty},
  booktitle = {Annual Conference on Machine Learning and Systems (MLSys)},
  year = {2026}
}

@inproceedings{prakash2026quarch,
  title = {QuArch: A Benchmark for Evaluating LLM Reasoning in Computer Architecture},
  author = {Shvetank Prakash and Andrew Cheng and Arya Tschand and Mark Mazumder and Varun Gohil and Jeffrey Ma and Jason Yik and Zishen Wan and Jessica Quaye and Elisavet Lydia Alvanaki and Avinash Kumar and Chandrashis Mazumdar and Tuhin Khare and Alexander Ingare and Ikechukwu Uchendu and Radhika Ghosal and Abhishek Tyagi and Chenyu Wang and Andrea Mattia Garavagno and Sarah Gu and Alice Guo and Grace Hur and Luca Carloni and Tushar Krishna and Ankita Nayak and Amir Yazdanbakhsh and Vijay Janapa Reddi},
  booktitle = {Forty-third International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://arxiv.org/abs/2510.22087}
}

Selected for Spotlight Presentation

@inproceedings{kushnir2026coco,
  title = {Coco: An Agentic Copilot for the Hardware--Software Co-Design Lifecycle},
  author = {Samuel Kushnir and Kavya Sreedhar and Yeshwanth Reddy Pogula and Amir Yazdanbakhsh and Narges Shahidi and Ming Liu and Varun Gohil and Ravi Iyer and Christina Delimitrou and Parthasarathy Ranganathan and Suvinay Subramanian},
  booktitle = {Workshop on Machine Learning for Systems at the 40th Conference on Neural Information Processing Systems (ML for Systems at NeurIPS)},
  year = {2026},
  url = {https://arxiv.org/abs/2610.02376}
}

@inproceedings{zarkos2026the,
  title = {The Case for Uncertainty-Governed Predictor Hierarchies in ML for Systems},
  author = {Christos Zarkos and Nevena Stojkovic and Varun Gohil and Christina Delimitrou},
  booktitle = {Architecture 2.0 Workshop on AI for Computing Systems Design, held with ASPLOS},
  year = {2026},
  url = {https://openreview.net/forum?id=ISos6BoAz2}
}

Selected as Best of Computer Architecture Letters (CAL) for 2024

@article{genmlforsys,
  author = {Varun Gohil and Sundar Dev and Gaurang Upasani and David Lo and Parthasarathy Ranganathan and Christina Delimitrou},
  journal = {IEEE Computer Architecture Letters},
  title = {The Importance of Generalizability in Machine Learning for Systems},
  year = {2024},
  volume = {23},
  number = {01},
  pages = {95-98},
  doi = {10.1109/LCA.2024.3384449}
}

@inproceedings{sabre,
  author = {Nikita Lazarev and Varun Gohil and James Tsai and Andy Anderson and Bhushan Chitlur and Zhiru Zhang and Christina Delimitrou},
  title = {Sabre: Hardware-Accelerated Snapshot Compression for Serverless MicroVMs},
  booktitle = {18th USENIX Symposium on Operating Systems Design and Implementation (OSDI)},
  year = {2024},
  url = {https://www.usenix.org/conference/osdi24/presentation/lazarev}
}

@inproceedings{bashir2024sunk,
  author = {Noman Bashir and Varun Gohil and Anagha Belavadi Subramanya and Mohammad Shahrad and David Irwin and Elsa Olivetti and Christina Delimitrou},
  title = {The Sunk Carbon Fallacy: Rethinking Carbon Footprint Metrics for Effective Carbon-Aware Scheduling},
  booktitle = {Proceedings of the 2024 ACM Symposium on Cloud Computing (SoCC)},
  year = {2024},
  doi = {10.1145/3698038.3698542}
}

@inproceedings{GOHIL2021100003,
  title = {Performance optimization opportunities in the Android software stack},
  booktitle = {BenchCouncil Transactions on Benchmarks Standards (TBench)},
  year = {2021},
  author = {Varun Gohil and Nisarg Ujjainkar and Joycee Mekie and Manu Awasthi},
  doi = {https://doi.org/10.1016/j.tbench.2021.100003}
}

@inproceedings{9399648,
  author = {Varun Gohil and Sumit Walia and Joycee Mekie and Manu Awasthi},
  booktitle = {IEEE Transactions on Circuits and Systems II: Express Briefs (TCAS II)},
  title = {Fixed-Posit: A Floating-Point Representation for Error-Resilient Applications},
  year = {2021},
  doi = {10.1109/TCSII.2021.3072217}
}

@inproceedings{254296,
  author = {Subisha V and Varun Gohil and Nisarg Ujjainkar and Manu Awasthi},
  title = {Prefetching in Hybrid Main Memory Systems},
  booktitle = {12th USENIX Workshop on Hot Topics in Storage and File Systems (HotStorage 20)},
  year = {2020},
  url = {https://www.usenix.org/conference/hotstorage20/presentation/v}
}

@article{gohil2019one,
  title = {[Re] One ticket to win them all: generalizing lottery ticket initializations across datasets and optimizers},
  author = {Varun Gohil and S Deepak Narayanan and Atishay Jain},
  journal = {NeurIPS Reproducibility Challenge 2019, ReScience-C},
  year = {2020}
}

@inproceedings{10.1145/3371158.3371230,
  author = {Ritik Dutta and Varun Gohil and Atishay Jain},
  title = {Effect of Feature Hashing on Fair Classification},
  booktitle = {Young Researchers Symposium, Proceedings of the 7th ACM IKDD CoDS and 25th COMAD},
  year = {2020},
  doi = {10.1145/3371158.3371230}
}

@inproceedings{Gohil:2019:FFA:3302541.3313102,
  author = {Varun Gohil and Shreyas Singh and Manu Awasthi},
  title = {FAB: Framework for Analyzing Benchmarks},
  booktitle = {Companion of the 2019 ACM/SPEC International Conference on Performance Engineering (ICPE)},
  year = {2019},
  doi = {10.1145/3302541.3313102}
}

@inproceedings{Parikh:2018:MME:3241539.3267737,
  author = {Nisarg Parikh and Varun Gohil and Manu Awasthi},
  title = {META: Memory Exploration Tool for Android Devices},
  booktitle = {Poster Track, Proceedings of the 24th Annual International Conference on Mobile Computing and Networking (MobiCom)},
  year = {2018},
  doi = {10.1145/3241539.3267737}
}