publications

2024

1. ICML

   

   DeepPolar: Inventing Nonlinear Large-Kernel Polar Codes via Deep Learning

   Ashwin Hebbar*, Sravan Ankireddy*, Hyeji Kim, and 2 more authors

   In Proceedings of International Conference on Machine Learning (ICML) , Jul 2024

   Bib PDF Code

   @inproceedings{hebbar2024deeppolar,
     author = {Hebbar*, Ashwin and Ankireddy*, Sravan and Kim, Hyeji and Oh, Sewoong and Viswanath, Pramod},
     title = {DeepPolar: Inventing Nonlinear Large-Kernel Polar Codes via Deep Learning},
     booktitle = {Proceedings of International Conference on Machine Learning (ICML)},
     year = {2024},
     venue = {ICML},
     month = jul,
   }

2. CVPR (Workshop)

   

   Exploring Explainability in Video Action Recognition

   Avinab Saha*, Shashank Gupta*, Sravan Ankireddy*, and 2 more authors

   3rd Explainable AI for Computer Vision (XAI4CV) Workshop at CVPR, Jun 2024

   Bib PDF

   @article{saha2024exploring,
     author = {Saha*, Avinab and Gupta*, Shashank and Ankireddy*, Sravan and Chahine, Karl and Ghosh, Joydeep},
     title = {Exploring Explainability in Video Action Recognition},
     journal = {3rd Explainable AI for Computer Vision (XAI4CV) Workshop at CVPR},
     year = {2024},
     venue = {XAI4CV Workshop at CVPR},
     month = jun,
   }

3. ISIT

   

   Nested Construction of Polar Codes via Transformers

   Sravan Ankireddy, S. Ashwin Hebbar, Heping Wan, and 2 more authors

   In Proceedings of the 2024 IEEE International Symposium on Information Theory (ISIT) , Jul 2024

   Bib PDF

   @inproceedings{ankireddy2024nested,
     author = {Ankireddy, Sravan and Hebbar, S. Ashwin and Wan, Heping and Cho, Joonyoung and Zhang, Charlie},
     title = {Nested Construction of Polar Codes via Transformers},
     booktitle = {Proceedings of the 2024 IEEE International Symposium on Information Theory (ISIT)},
     year = {2024},
     venue = {ISIT},
     month = jul,
     pages = {1409--1414},
   }

4. JSAC

   

   LightCode: Light Analytical and Neural Codes for Channels with Feedback

   Sravan Ankireddy, Krishna Narayanan, and Hyeji Kim

   IEEE Journal on Selected Areas in Communications (JSAC), Mar 2024

   Bib PDF Code

   @article{ankireddy2024lightcode,
     author = {Ankireddy, Sravan and Narayanan, Krishna and Kim, Hyeji},
     title = {LightCode: Light Analytical and Neural Codes for Channels with Feedback},
     journal = {IEEE Journal on Selected Areas in Communications (JSAC)},
     year = {2024},
     venue = {JSAC},
     month = mar,
   }

2023

1. NeurIPS

   

   Task-Aware Distributed Source Coding Under Dynamic Bandwidth

   Po-han Li*, Sravan Ankireddy*, Ruihan Philip Zhao, and 5 more authors

   Advances in Neural Information Processing Systems (NeurIPS), Dec 2023

   Bib PDF Code

   @article{li2024task,
     author = {Li*, Po-han and Ankireddy*, Sravan and Zhao, Ruihan Philip and Mahjoub, Hossein Nourkhiz and Pari, Ehsan Moradi and Topcu, Ufuk and Chinchali, Sandeep and Kim, Hyeji},
     title = {Task-Aware Distributed Source Coding Under Dynamic Bandwidth},
     journal = {Advances in Neural Information Processing Systems (NeurIPS)},
     volume = {36},
     year = {2023},
     venue = {NeurIPS},
     month = dec,
   }

2. ISIT

   

   Compressed Error HARQ: Feedback Communication on Noise-Asymmetric Channels

   Sravan Ankireddy, S. Ashwin Hebbar, Yihan Jiang, and 2 more authors

   In Proceedings of the 2023 IEEE International Symposium on Information Theory (ISIT) , Jul 2023

   Bib PDF Code

   @inproceedings{ankireddy2023compressed,
     author = {Ankireddy, Sravan and Hebbar, S. Ashwin and Jiang, Yihan and Viswanath, Pramod and Kim, Hyeji},
     title = {Compressed {Error HARQ}: Feedback Communication on Noise-Asymmetric Channels},
     booktitle = {Proceedings of the 2023 IEEE International Symposium on Information Theory (ISIT)},
     year = {2023},
     venue = {ISIT},
     month = jul,
     pages = {1160--1165},
   }

3. ICC

   

   Interpreting Neural Min-Sum Decoders

   Sravan Ankireddy, and Hyeji Kim

   In Proceedings of the 2023 IEEE International Conference on Communications (ICC) , Jun 2023

   Bib PDF Code

   @inproceedings{ankireddy2023interpreting,
     author = {Ankireddy, Sravan and Kim, Hyeji},
     title = {Interpreting Neural Min-Sum Decoders},
     booktitle = {Proceedings of the 2023 IEEE International Conference on Communications (ICC)},
     year = {2023},
     venue = {ICC},
     month = jun,
     pages = {6645--6651},
   }

4. arXiv

   

   Learning RL-Policies for Joint Beamforming Without Exploration: A Batch Constrained Off-Policy Approach

   Heasung Kim, and Sravan Ankireddy

   arXiv preprint, Oct 2023

   Bib PDF

   @article{kim2023learning,
     author = {Kim, Heasung and Ankireddy, Sravan},
     title = {Learning RL-Policies for Joint Beamforming Without Exploration: A Batch Constrained Off-Policy Approach},
     journal = {arXiv preprint},
     year = {2023},
     venue = {arXiv},
     month = oct,
   }

2022

1. ISIT

   

   TinyTurbo: Efficient Turbo Decoders on Edge

   S. Ashwin Hebbar, Rajesh K Mishra, Sravan Ankireddy, and 3 more authors

   In Proceedings of the 2022 IEEE International Symposium on Information Theory (ISIT) , Jul 2022

   Bib PDF Code

   @inproceedings{hebbar2022tinyturbo,
     author = {Hebbar, S. Ashwin and Mishra, Rajesh K and Ankireddy, Sravan and Makkuva, Ashok V and Kim, Hyeji and Viswanath, Pramod},
     title = {{TinyTurbo: Efficient Turbo Decoders on Edge}},
     booktitle = {Proceedings of the 2022 IEEE International Symposium on Information Theory (ISIT)},
     year = {2022},
     venue = {ISIT},
     month = jul,
     pages = {2797--2802},
   }