Publications
You can also find my articles on my Google Scholar profile.
Published in arXiv preprint arXiv:2412.00286, 2024
Download paper here
Recommended citation: Phalak, Koustubh, Archisman Ghosh, and Swaroop Ghosh. "Optimizing Quantum Embedding using Genetic Algorithm for QML Applications." arXiv preprint arXiv:2412.00286 (2024).
Published in GLSVLSI, 2024
Download paper here
Recommended citation: Beaudoin, Collin, Koustubh Phalak, and Swaroop Ghosh. "AltGraph: Redesigning Quantum Circuits Using Generative Graph Models for Efficient Optimization." In Proceedings of the Great Lakes Symposium on VLSI 2024, pp. 44-49. 2024.
Published in arXiv preprint arXiv:2405.11194, 2024
Download paper here
Recommended citation: Phalak, Koustubh, and Swaroop Ghosh. "QuaLITi: Quantum Machine Learning Hardware Selection for Inferencing with Top-Tier Performance." arXiv preprint arXiv:2405.11194 (2024).
Published in ISQED, 2024
Download paper here
Recommended citation: Phalak, Koustubh, and Swaroop Ghosh. "Non-parametric greedy optimization of parametric quantum circuits." In 2024 25th International Symposium on Quality Electronic Design (ISQED), pp. 1-7. IEEE, 2024.
Published in IEEE Access, 2023
Download paper here
Recommended citation: Phalak, Koustubh, Junde Li, and Swaroop Ghosh. "Trainable PQC-based QRAM for Quantum Storage." IEEE Access (2023).
Published in arXiv preprint arXiv:2305.10473, 2023
Download paper here
Recommended citation: Beaudoin, Collin, Koustubh Phalak, and Swaroop Ghosh. "Predicting Side Effect of Drug Molecules using Recurrent Neural Networks." arXiv preprint arXiv:2305.10473 (2023).
Published in Sensors, vol. 23, issue 17, p. 7462, 2023
Download paper here
Recommended citation: Phalak, Koustubh, Avimita Chatterjee, and Swaroop Ghosh. "Quantum Random Access Memory For Dummies." arXiv preprint arXiv:2305.01178 (2023).
Published in IEEE Access, 2023
Download paper here
Recommended citation: Phalak, Koustubh, and Swaroop Ghosh. "Shot Optimization in Quantum Machine Learning Architectures to Accelerate Training." IEEE Access (2023).
Published in IEEE QCE, 2023
Download paper here
Recommended citation: Chatterjee, Avimita, Koustubh Phalak, and Swaroop Ghosh. "Quantum Error Correction For Dummies." arXiv preprint arXiv:2304.08678 (2023).
Published in arXiv preprint arXiv:2210.14804, 2022
Download paper here
Recommended citation: Phalak, Koustubh, Junde Li, and Swaroop Ghosh. "Approximate quantum random access memory architectures." arXiv preprint arXiv:2210.14804 (2022).
Published in ICCD, 2022
Download paper here
Recommended citation: Phalak, Koustubh, et al. "Optimization of Quantum Read-Only Memory Circuits." 2022 IEEE 40th International Conference on Computer Design (ICCD). IEEE Computer Society, 2022.
Published in IEEE European Test Symposium (ETS), 2021
Download paper here
Recommended citation: Saki, Abdullah Ash, et al. "A survey and tutorial on security and resilience of quantum computing." 2021 IEEE European Test Symposium (ETS). IEEE, 2021.
Published in IEEE JETCAS, 2021
Download paper here
Recommended citation: Phalak, Koustubh, et al. "Quantum puf for security and trust in quantum computing." IEEE Journal on Emerging and Selected Topics in Circuits and Systems 11.2 (2021): 333-342.