Quantum Innovation Center

Published Papers

Published Papers

J. Hawley and C. -R. Shyu, “Analysis of A Malicious Deutsch-Jozsa Circuit,” 2024 IEEE International Conference on Quantum Computing and Engineering (QCE), Montreal, QC, Canada, 2024, pp. 602-603, doi: 10.1109/QCE60285.2024.10425.


R. Hossain, H. Rafique, T. Tanvir, A. Rahaman and A. S. Sichani, “A Comparative Study of Classical and Hybrid Quantum Machine Learning Models for Skin Lesion Classification Using Latent Feature Embeddings,” 2026 IEEE 2nd International Conference on Quantum Photonics, Artificial Intelligence & Networking (QPAIN), Chittagong, Bangladesh, 2026, pp. 1-6, doi: 10.1109/QPAIN69676.2026.11546183.


J. Hawley and C. -R. Shyu, “CrossBench: Generalized crosstalk benchmark generation for quantum computers,” arXiv preprint arXiv:2604.27183, 2026.


K. M. Parvez, S. M. A. Rahaman, and A. S. Sichani, “Data-driven antenna miniaturization: A knowledge-based system integrating quantum PSO and predictive machine learning models,” arXiv preprint arXiv:2505.22440, 2025.


S. Spell and C.-R. Shyu, “Formulating subgroup discovery as a quantum optimization problem for network security,” arXiv preprint arXiv:2604.27153, 2026.


S. M. A. Tousi and G. N. DeSouza, “QAGT-MLP: An attention-based graph transformer for small and large-scale quantum error mitigation,” arXiv preprint arXiv:2511.03119, 2025.


D. Boyapally, S. Alla, A. S. Sichani, S. M. A. Rahaman and H. A. Akbarpour, “QSANN-ViQ: A Lightweight Quantum Self-Attention Vision Model for Explainable and Secure Edge Image Classification,” 2025 IEEE International Conference on Quantum Computing and Engineering (QCE), Albuquerque, NM, USA, 2025, pp. 622-623, doi: 10.1109/QCE65121.2025.10476.


S. Shojaei, S. M. A. Tousi, E. Bennett, P. Sangani, A. S. Sichani, I. Ersoy, H. Ali-Akbarpour, F. Bunyak, and G. N. DeSouza, “Quantum-enhanced similarity measures for polarimetric materials classification,” arXiv preprint arXiv:2606.07766, 2026.


S. M. A. Tousi, A. Bazgir, Y. Zhang, and G. N. DeSouza, “Quantum error mitigation with attention graph transformers for Burgers equation solvers on NISQ hardware,” arXiv preprint arXiv:2512.23817, 2025.


O. Friedewald, A. S. Sichani, and C.-R. Shyu, “Shielded RL for route-charged parity-term ordering in QEDA phase components,” arXiv preprint arXiv:2607.15307, 2026.


A. Woods and C.-R. Shyu, “Toward secure multitenant quantum computing: Circuit affinity, crosstalk patterns, and grouping strategies,” arXiv preprint arXiv:2605.00118, 2026.


M. M. Khaliq, A. S. Sichani and S. Alla, “Quantum machine learning for localizing stealthy false data injection attacks in power grids,” North American Power Symposium, 2026.


A. S. Sichani, M. M. Khaliq and S. Alla, “Offensive quantum reinforcement learning for stealthy false data injection attack generation in power grids,” International Workshop on Quantum Computing and Reinforcement Learning at IEEE Quantum Week, 2026.


A. Srikar and A. S. Sichani, “Quantum entangled multimodal fusion networks (QEMFN): resource-aware hybrid vision-language fusion via trainable entanglement,” IEEE Quantum Week (QCE), 2026.


S. Rogers, S. Shaid and W. Ge, “Quantifying nonclassicality of mixed states with coherence,” Physical Review A, 114, 023732, 2026.


E. Bennett, R. D. Massaro and F. Bunyak, “Integrating quantum feature maps into graph neutral networks for robust visual localization,” In the proceedings of IEEE International Joint Conference on Neural Networks, June 2026.


M. Attari and F. Bunyak, “Towards scalable quantum walk-based analysis of vascular graphs,” 54th Annual Applied Imagery Pattern Recognition Workshop, 2026.


S. M. A. Tousi and G. N. DeSouza, “Weakly Supervised Quantum Error Mitigation,” arXiv preprint arXiv:2609.25555 and submitted to Springer Nature Quantum Machine Intelligence Journal.


S. M. A. Tousi, A. Bazgir, Y. Zhang and G. N. DeSouza, “Solving Burgers Equation on Noisy Quantum Hardware with Error Mitigation through Attention Graph Transformers,” Wiley Advanced Quantum Technologies (under revision).


O. Friedewald, S. Alla, A. S. Sichani, C. -R. Shyu, “When Normalization Selects the Sign: Auditing Robustness Ablations in Quantum Attention,” arXiv preprint arXiv:2610.02641, 2026.


O. Friedewald, S. Alla, A. S. Sichani, C. -R. Shyu, “Where Quantum Fourier Sampling Stops Short: A Three-Gate Audit Protocol for Delay-PUF Security Models,” arXiv preprint arXiv:2610.02636, 2026.


O. Friedewald, AS Sichani, C. -R. Shyu, “Exact Diagonal Completion on Reachable Subspaces: Application to QAOA Placement,” arXiv preprint arXiv:2609.38734, 2026.


O. Friedewald, AS Sichani, C. -R. Shyu, “Plateau-Constrained Selection: Exploiting Degeneracy for Lower-Depth Quantum Compilation,” arXiv preprint arXiv:2608.27592, 2026.


N. Bauer, V. Ale, P. Laurell, S. Huang, S. Watabe, D. A. Tennant and G. Siopsis: Progress towards neutron-scattering simulation on an analog quantum processor. Physical Review A 111, 022442 (2025).


Br. Pandey, C. Peeters, S. Okamoto, S. Rachel and E. Dagotto: Simulation of topological X-gates via braiding of Majorana zero modes in an interacting quantum-dot system. npj Quantum Materials (2026).


    S. J. Willsher, E. A. Ghioldi, K. Wang, P. Laurell, J. E. Moore, C. D. Batista, J. Knolle, and D. A. Tennant: Nonlinear light cone spreading of correlations in a triangular quantum magnet: a hard quantum simulation target. arXiv:2602.02433 (2026). Under review at Nature Physics.


    P. Laurell, A. Scheie, E. Dagotto and D. A. Tennant: Witnessing Entanglement and Quantum Correlations in Condensed Matter: A Review. Advanced Quantum Technologies 8, 2400196 (2025).


    A. Scheie, P. Laurell, W. Simeth, E. Dagotto and D. A. Tennant: Tutorial: Extracting entanglement signatures from neutron spectroscopy. Materials Today Quantum 5, 100020 (2025).


    W. Simeth, P. Laurell and A. Scheie: Quantum Fisher information in semiclassical magnon systems. arXiv:2607.20424 (2026).