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Publications

Research Papers

  1. Kanishka Jayathilake, Cordelia Brumley, Tanner Smith, and Ramin Ayanzadeh, 2026. ChainForge: Characterizing Embedding as the Bottleneck in Quantum Annealer Workloads. IEEE International Symposium on Workload Characterization (IISWC’26).
  2. Nicholas J.C. Papadopoulos and Ramin Ayanzadeh, 2026. BloQBench: A Blockchain Benchmarking Framework for Quantum Supremacy. IEEE International Symposium on Workload Characterization (IISWC’26).
  3. Nicholas J.C. Papadopoulos and Ramin Ayanzadeh, 2026. Stabilizer Code-Generic Universal Fault-Tolerant Quantum Computation. arXiv preprint, arXiv:2601.10964.
  4. Ramin Ayanzadeh, Ahmad Mousavi, Amirhossein Basareh, Narges Alavisamani, and Kazem Taram, 2025. Enigma: Application-Layer Privacy for Quantum Optimization on Untrusted Computers. arXiv preprint, arXiv:2311.13546; originally posted in 2023, revised in 2025.
  5. Yicheng Guang, Pietro Zanotta, Kai Zhou, Yueqi Chen, and Ramin Ayanzadeh, 2025. On the Potential of Quantum Computing in Classical Program Analysis. IEEE International Conference on Quantum Computing and Engineering (QCE’25). [arXiv]
  6. Yicheng Guang, Pietro Zanotta, Kai Zhou, Yueqi Chen, and Ramin Ayanzadeh, 2025. Quantum Methods for Boundary Checking in Classical Programs. First ACM International Workshop on Exploring Sensing, Computing, and Communication Systems with Quantum (QSys’25), held with MobiSys 2025.
  7. Ramin Ayanzadeh and Moinuddin Qureshi, 2024. Skipper: Improving the Reach and Fidelity of Quantum Annealers by Skipping Long Chains. IEEE International Conference on Quantum Computing and Engineering (QCE’24). [arXiv]
  8. Narges Alavisamani, Suhas Vittal, Ramin Ayanzadeh, Poulami Das, and Moinuddin Qureshi, 2024. Promatch: Extending the Reach of Real-Time Quantum Error Correction with Adaptive Predecoding. 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS’24).
  9. Ramin Ayanzadeh and Moinuddin Qureshi, 2024. Enhancing the Reach and Reliability of Quantum Annealers by Pruning Longer Chains. IEEE Computer Architecture Letters, 23(1), pp. 25–28.
  10. Ramin Ayanzadeh, Narges Alavisamani, Poulami Das, and Moinuddin Qureshi, 2023. FrozenQubits: Boosting Fidelity of QAOA by Skipping Hotspot Nodes. 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS’23). [arXiv] [Code and datasets]
  11. Ramin Ayanzadeh, Poulami Das, Swamit S. Tannu, and Moinuddin Qureshi, 2022. EQUAL: Improving the Fidelity of Quantum Annealers by Injecting Controlled Perturbations. IEEE International Conference on Quantum Computing and Engineering (QCE’22).
  12. Swamit Tannu, Poulami Das, Ramin Ayanzadeh, and Moinuddin Qureshi, 2022. HAMMER: Boosting Fidelity of Noisy Quantum Circuits by Exploiting Hamming Behavior of Erroneous Outcomes. 27th ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS’22), pp. 529–540.
  13. Ramin Ayanzadeh, John Dorband, Milton Halem, and Tim Finin, 2022. Quantum-Assisted Greedy Algorithms. IEEE International Geoscience and Remote Sensing Symposium (IGARSS’22), pp. 4911–4914.
  14. Ramin Ayanzadeh, John Dorband, Milton Halem, and Tim Finin, 2021. Multi-Qubit Correction for Quantum Annealers. Scientific Reports, 11. [Editor’s choice: quantum computing] [Featured in D-Wave Systems Publications]
  15. Ramin Ayanzadeh, Milton Halem, and Tim Finin, 2020. Reinforcement Quantum Annealing: A Hybrid Quantum Learning Automata. Scientific Reports, 10. [Top 100 in Physics] [Featured in D-Wave Systems Publications]
  16. Ramin Ayanzadeh, Milton Halem, and Tim Finin, 2020. An Ensemble Approach for Compressive Sensing with Quantum Annealers. IEEE International Geoscience and Remote Sensing Symposium (IGARSS’20), pp. 3517–3520.
  17. Ahmad Mousavi, Mehdi Rezaee, and Ramin Ayanzadeh, 2020. A Survey on Compressive Sensing: Classical Results and Recent Advancements. Journal of Mathematical Modeling, 8(3), pp. 309–344.
  18. Ramin Ayanzadeh, Milton Halem, and Tim Finin, 2019. SAT-Based Compressive Sensing. arXiv preprint, arXiv:1903.03650.
  19. Ramin Ayanzadeh, Ahmad Mousavi, Milton Halem, and Tim Finin, 2019. Quantum Annealing Based Binary Compressive Sensing with Matrix Uncertainty. arXiv preprint, arXiv:1901.00088.
  20. Amir Khosravani-Rad, Ramin Ayanzadeh, and Elaheh Raisi, 2014. Dynamic Parameters Optimization for Enhancing Performance and Stability of PSO. Trends in Applied Science Research, vol. 9, pp. 238–241.
  21. Ali-Asghar Gholami, Ramin Ayanzadeh, and Elaheh Raisi, 2014. Fuzzy Honey Bees Foraging Optimization: Swarm Intelligence Approach for Clustering. Journal of Artificial Intelligence, 7(1), pp. 13–23.
  22. Forough Marzban, Ramin Ayanzadeh, and Pouria Marzban, 2014. Discrete Time Dynamic Neural Networks for Predicting Chaotic Time Series. Journal of Artificial Intelligence, 7(1).
  23. Alireza Jabari, Ramin Ayanzadeh, Elaheh Raisi, and Aidin Sadighi, 2013. Central Limit Theorem Based Cellular Automata for Generating Normal Random Numbers. Information Technology Journal, 12(12).
  24. Ramin Ayanzadeh, Azam S. Zavar Mousavi, and Ehsan Shahamatnia, 2012. Fuzzy Cellular Automata Based Random Numbers Generation. Trends in Applied Science Research, 7(1), pp. 96–102.
  25. Alireza Jaberi, Ramin Ayanzadeh, and Azam S. Zavar Mousavi, 2012. Two-Layer Cellular Automata Based Cryptography. Trends in Applied Science Research, 7(1), pp. 68–77.
  26. Ramin Javadzadeh and Ramin Ayanzadeh, 2012. Identification of Malignant Tumors from Mammograms Based on Artificial Immune Systems. 6th International Conference on Fuzzy Information and Engineering, Babolsar, Iran. (in Persian)
  27. Amir Khosravani-Rad, Ramin Ayanzadeh, Elham Nateghi, and Dorsa Ziaei, 2012. Fuzzy Based Adaptive Particle Swarm Optimization. 6th International Conference on Fuzzy Information and Engineering, Babolsar, Iran. (in Persian)
  28. Ali-Asghar Gholami, Ramin Ayanzadeh, Dorsa Ziaei, and Elham Nateghi, 2012. Fuzzy Honey Bees Foraging Optimization for Clustering Applications. 6th International Conference on Fuzzy Information and Engineering, Babolsar, Iran. (in Persian)
  29. Ramin Javadzadeh, Ramin Ayanzadeh, and Emad Javadzadeh, 2012. Artificial Immune Systems and Fuzzy Cellular Learning Automata for Locating Critical Failure Surface in Rock Slopes. 12th International Conference of Fuzzy Systems, Babolsar, Iran. (in Persian)
  30. Ramin Javadzadeh and Ramin Ayanzadeh, 2012. Clonal Selection Based Approach for Enhancing the Accuracy of Diagnosing Breast Cancer. 1st National Conference on Computer Science, Engineering, and Information Technology, Shiraz, Iran. (in Persian)
  31. Ramin Ayanzadeh, Azam S. Zavar Mousavi, and Hamidreza Navidi, 2011. Honey Bees Foraging Optimization for Mixed Nash Equilibrium Estimation. Trends in Applied Science Research, 6(12), pp. 1352–1359.
  32. Ehsan Shahamatnia, Ramin Ayanzadeh, Rita A. Rebeiro, and Saeid Setayeshi, 2011. Adaptive Imitation Scheme for Memetic Algorithms. Advances in Information and Communication Technology, vol. 349, pp. 109–116.
  33. Ramin Ayanzadeh, Azam S. Zavar Mousavi, and Saeid Setayeshi, 2011. Analysis of Brain Emotional Learning Behavior in Classification and Pattern Recognition. 2nd International Conference on Contemporary Issues in Computer and Information Sciences (CICIS 2011), Zanjan, Iran. (in Persian)
  34. Alireza Jaberi, Ramin Ayanzadeh, and Ehsan Shahamatnia, 2011. A Novel Fuzzy Cellular Automata for Uniform Random Number Generation. 2nd International Conference on Contemporary Issues in Computer and Information Sciences (CICIS 2011), Zanjan, Iran. (in Persian)
  35. Hadi Gheiby, Hadi Cheheltani, and Ramin Ayanzadeh, 2011. A Novel Numerical Approach for Optimum Project Management. 2nd International Conference on Contemporary Issues in Computer and Information Sciences (CICIS 2011), Zanjan, Iran. (in Persian)
  36. Ramin Ayanzadeh and Hamidreza Navidi, 2011. Solving Static Games with Complete Information Using Honey Bees Foraging Optimizations. 2nd International Conference on Contemporary Issues in Computer and Information Sciences (CICIS 2011), Zanjan, Iran. (in Persian)
  37. Ramin Ayanzadeh, Azam S. Zavar Mousavi, and Saeid Setayeshi, 2011. Fossil Fuels Consumption Prediction Using Emotional Learning in Amygdala. 19th Iranian Conference on Electrical Engineering, Tehran, Iran. (in Persian)
  38. Ramin Ayanzadeh and Saeid Setayeshi, 2010. Modeling Growth of Solid Cancerous Tumor Based on Sugars-Cape Model. 18th Iranian Conference on Electrical Engineering (ICEE 2010), Isfahan, Iran. (in Persian)
  39. Ramin Ayanzadeh, Kaveh Hassani, Yaghoub Moghaddas, Hadi Gheiby, and Saeid Setayeshi, 2010. Multi-Layer Cellular Automata for Generating Normal Random Numbers. 18th Iranian Conference on Electrical Engineering (ICEE 2010), Isfahan, Iran, pp. 495–500. (in Persian)
  40. Ramin Ayanzadeh, Kaveh Hassani, Yaghoub Moghaddas, Hadi Gheiby, and Saeid Setayeshi, 2009. Innovative Approach to Generate Uniform Random Numbers Based on a Novel Cellular Automata. Journal of Applied Science, 9(22), pp. 4071–4075.
  41. Ramin Ayanzadeh, Ehsan Shahamatnia, and Saeid Setayeshi, 2009. Determining Optimum Queue Length in Computer Networks by Using Memetic Algorithms. Journal of Applied Science, 9(15), pp. 2847–2851.
  42. Ramin Ayanzadeh, Yaghoub Moghaddas, and Saeid Setayeshi, 2009. Two Layers Cellular Automata for Generating Uniform Random Numbers. 17th Iranian Conference on Electrical Engineering, Isfahan, Iran. (in Persian)
  43. Ramin Ayanzadeh and Saeid Setayeshi, 2009. Modeling Blood Groups Behavior in Human Societies Based on Simulating Artificial Life. 3rd Joint Congress on Fuzzy and Intelligent Systems, Yazd, Iran, pp. 468–473. (in Persian)
  44. Ramin Ayanzadeh and Saeid Setayeshi, 2009. Applying Cellular Learning Automata as Imitation Operator in Cellular Memetic Algorithms. 3rd Joint Congress on Fuzzy and Intelligent Systems, Yazd, Iran. (in Persian)
  45. Ramin Ayanzadeh and Saeid Setayeshi, 2008. Proposing a New Feature to Analyze Cry Differences and Feasibility Study of Characterizing a Speaking Model in the Cry of Below Two Years Old Infants for Intelligent Nursing. 2nd Joint Congress on Fuzzy and Intelligent Systems, Tehran, Iran. (in Persian)
  46. Ramin Ayanzadeh, Ehsan Shahamatnia, Saeid Setayeshi, and Mohammad Teshnehlab, 2008. A Novel Optimization Algorithm Based on Cellular Automata and Particle Swarm Optimization. 2nd Joint Congress on Fuzzy and Intelligent Systems, Tehran, Iran. (in Persian)
  47. Ramin Ayanzadeh, Saeid Setayeshi, and Mohammad Teshnehlab, 2008. Applying Fuzzy Operators in Cellular Automata for Uniform Random Number Generation. 2nd Joint Congress on Fuzzy and Intelligent Systems, Tehran, Iran. (in Persian)
  48. Ramin Ayanzadeh, Ehsan Shahamatnia, Fariborz Mahmoudi, and Saeid Setayeshi, 2008. Modeling Optimum Queue Management in Computer Networks. 2nd Joint Congress on Fuzzy and Intelligent Systems, Tehran, Iran. (in Persian)
  49. Hadi Gheiby, Ramin Ayanzadeh, Fariborz Mahmoudi, and Mohammad Teshnehlab, 2008. Designing an Expert System for Optimum Construction Projects Management. 2nd Joint Congress on Fuzzy and Intelligent Systems, Tehran, Iran. (in Persian)
  50. Yaghoub Moghaddas, Ramin Ayanzadeh, and Abolfazl Toroghi Haghighat, 2008. A New Algorithm for Improving the Uniformity of Random Number Generators Based on Calculation with Monte Carlo Method. 2nd Joint Congress on Fuzzy and Intelligent Systems, Tehran, Iran. (in Persian)
  51. Ehsan Shahamatnia, Ramin Ayanzadeh, Soleyman Pasban, and Fariborz Mahmoudi, 2008. A Novel Parallel Swarm Approach for Cell Image Segmentation. 5th Conference on Machine Vision and Image Processing, Tabriz, Iran. (in Persian)
  52. Ramin Ayanzadeh, Ramin Javadzadeh, and Saeid Setayeshi, 2008. A Novel Approach for Imitation Ratio Optimization in Memetic Particle Swarm Optimization Algorithms. 1st National Conference on Software Engineering, Tehran, Iran. (in Persian)
  53. Hadi Gheiby, Yaghoub Moghaddas, Ramin Ayanzadeh, and Kaveh Hassani, 2008. Combination of Clustering and Indexing Methods in Image Retrieval for Precision and Time Improvement in Searching Big Databases. 1st National Conference on Software Engineering, Tehran, Iran. (in Persian)
  54. Kaveh Hassani, Hadi Gheiby, Ramin Ayanzadeh, and Yaghoub Moghaddas, 2008. Solving Time-Tabling Problem Using a Novel Heuristic for Initializing Chromosomes in Memetic Algorithms. 1st National Conference on Software Engineering, Tehran, Iran. (in Persian)
  55. Ramin Ayanzadeh and Mohammad Teshnehlab, 2007. Progressive Behavior Evolution in Memetic Algorithms by Using Adaptive Imitation. 1st Joint Congress on Fuzzy and Intelligent Systems, Mashhad, Iran. (in Persian)
  56. Ramin Ayanzadeh, Mohammad Teshnehlab, and Saeid Setayeshi, 2007. An Optimal Architecture for Memetic Algorithms. 13th International Conference of Iranian Computer Society, Kish Island, Iran. (in Persian)
  57. Ramin Ayanzadeh, Hadi Gheiby, Yaghoub Moghaddas, and Kaveh Hassani, 2007. Fuzzy Aging in Memetic Algorithms. Iranian National Symposium on Fuzzy Systems, Ghaemshahr, Iran. (in Persian)
  58. Hadi Gheiby, Ramin Ayanzadeh, Yaghoub Moghaddas, and Kaveh Hassani, 2007. Satellite Images Clustering Based on Fuzzy C-Mean and Genetic Algorithms. Iranian National Symposium on Fuzzy Systems, Ghaemshahr, Iran. (in Persian)
  59. Ramin Ayanzadeh, Ehsan Shahamatnia, Mostafa Haghifam, and Maryam Babazadeh, 2006. Using Hybrid Strategy for Enhancing the Functionality of Genetic Algorithms. 5th National Conference on Basic Sciences, Ghaemshahr, Iran. (in Persian)
  60. Ehsan Shahamatnia, Ramin Ayanzadeh, and Ahmad Habibi, 2006. Novel Approach for Bulk Data Processing Based on Multiprocessor Scheduling. 5th National Conference on Basic Sciences, Ghaemshahr, Iran. (in Persian)
  61. Ehsan Shahamatnia, Ramin Ayanzadeh, and Ahmad Habibi, 2006. Task Scheduling in Multiprocessor Systems Based on Dynamic Genetic Algorithms. 5th National Conference on Engineering Sciences, Qazvin, Iran. (in Persian)

Workshop Presentations

  1. Shipra Singh, Narges Alavisamani, and Ramin Ayanzadeh, 2026. Real-Time Post-Decoding for Quantum Error Correction. Fourth International Workshop on Quantum Classical Cooperative Computing (QCCC’26), held with ISCA 2026.
  2. Tanner Smith, Tamara Lehman, and Ramin Ayanzadeh, 2026. A Catalyzed Approach to Applying Fault-Tolerant T1/2k Rotations to Surface Codes. Fourth International Workshop on Quantum Classical Cooperative Computing (QCCC’26), held with ISCA 2026.

Book Chapters

  1. Ramin Ayanzadeh and Milton Halem, 2022. A New Kind of Knowledge Discovery. In Convergence: Artificial Intelligence and Quantum Computing: Social, Economic, and Policy Impacts. John Wiley & Sons.

Posters

  1. Ramin Ayanzadeh, October 2023. Improving the Reliability of Near-Term Quantum Computers. MICRO56 PhD Forum.
  2. Ramin Ayanzadeh, Poulami Das, Swamit Tannu, and Moinuddin Qureshi, October 2022. Improving the Fidelity of Quantum Annealers by Injecting Controlled Perturbations. MICRO55/CWIDCA. [Best Presentation Award]
  3. Narges Alavisamani, Poulami Das, Ramin Ayanzadeh, and Moinuddin Qureshi, October 2022. A Reinforcement-Learning-Based Framework for Designing Robust Quantum Circuit. MICRO55/CWIDCA.
  4. Ramin Ayanzadeh, Milton Halem, and Tim Finin, December 2019. Compressive Geospatial Analytics. AGU Fall Meeting.
  5. Ramin Ayanzadeh, 2019. Compiling for Quantum Annealers. ACM Richard Tapia Celebration of Diversity in Computing. [2nd Place, ACM Graduate Student Research Competition]
  6. Ramin Ayanzadeh, Milton Halem, and Tim Finin, December 2018. Solving Hard SAT Instances with Adiabatic Quantum Computers. AGU Fall Meeting.
  7. Ramin Ayanzadeh, February 2018. Quantum Artificial Intelligence for Natural Language Processing Applications. 49th ACM Technical Symposium on Computer Science Education.