@inproceedings{gupta2023packd,
  title={PaCKD: Pattern-Clustered Knowledge Distillation for Compressing Memory Access Prediction Models},
  author={\textbf{Neelesh Gupta} and Zhang, Pengmiao and Kannan, Rajgopal and Prasanna, Viktor K.},
  booktitle={IEEE High Performance Efficient Computing (HPEC)},
  year={2023},
  month={September},
  address={Boston, MA},
  organization={IEEE},
  email={neeleshg@usc.edu, pengmiao@usc.edu, prasanna@usc.edu, rajgopal.kannan.civ@army.mil},
}

@inproceedings{jayanth2024benchmarking,
  title={Benchmarking Edge AI Platforms for High-Performance ML Inference},
  author={Jayanth, Rakshith and \textbf{Neelesh Gupta} and Prasanna, Viktor K.},
  booktitle={IEEE High Performance Efficient Computing (HPEC)},
  year={2024},
  month={September},
  address={Boston, MA},
  organization={IEEE},
  email={jayanthr@usc.edu, neeleshg@usc.edu, prasanna@usc.edu},
}


@inproceedings{gupta2023tabconv,
  title     = {TabConv: Low-Computation CNN Inference via Table Lookups},
  author    = {\textbf{Neelesh Gupta} and Kannan, Narayanan and Zhang, Pengmiao and Prasanna, Viktor},
  year      = {2024},
  doi       = {10.1145/3649153.3649212},
  booktitle = {Proceedings of the 21st ACM International Conference on Computing Frontiers},
  series    = {CF '24},
  keywords  = {convolutional neural network, table lookup, product quantization},
  location  = {Ischia, Italy},
  publisher = {Association for Computing Machinery},
  address   = {New York, NY, USA},
  isbn = {9798400705977},
  % url = {https://doi.org/10.1145/3649153.3649212},
  numpages = {8}
}

@inproceedings{zhang2024attention,
  title={Attention, Distillation, and Tabularization: Towards Practical Neural Network-Based Prefetching},
  author={Pengmiao Zhang and \textbf{Neelesh Gupta} and Rajgopal Kannan and Viktor K. Prasanna},
  booktitle={2024 IEEE International Parallel and Distributed Processing Symposium (IPDPS)}, 
  year={2024},
  pages={1-10},
  address={San Francisco, CA, USA},
  month={May 27-31},
      eprint={2401.06362},
      archivePrefix={arXiv},
      primaryClass={cs.NE}
}

@article{zhang2025net2tab,
  title        = {Net2Tab: Neural Network to Tables for Data Prefetching},
  author       = {Zhang, Pengmiao and \textbf{Neelesh Gupta} and Kannan, Rajgopal and Prasanna, Viktor K.},
  journal      = {Journal of Parallel and Distributed Computing (JPDC)},
  year         = {2025},
  note         = {Manuscript under review},
}

@inproceedings{liu2022youtube,
title={Did your child get disturbed by an inappropriate advertisement on YouTube?},
author={Liu, Jeffrey and Tandon, Rajat and Durairaj, Uma and Guo, Jiani and Zahabizadeh, Spencer and Ilango, Sanjana and Tang, Jeremy and \textbf{Neelesh Gupta} and Zhou, Zoe and Mirkovic, Jelena},
booktitle={Proceedings of KDD Undergraduate Consortium},
series={KDD-UC '22},
year={2022},
   month={October},
   address={Washington, D.C.},
   organization={ACM},
   pages={},
   email={{jliu5021,rajattan,uduraira,jennyguo,szahabiz,ilango,tangjere,neeleshg,zoez}@usc.edu, mirkovic@isi.edu}
 }