QuantumNAS: Noise-Adaptive Search for Robust Quantum Circuits

22 July 2021

Frederic T. Chong

Song Han

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Papers citing "QuantumNAS: Noise-Adaptive Search for Robust Quantum Circuits"

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Title
EnQode: Fast Amplitude Embedding for Quantum Machine Learning Using Classical Data Jason Han N. DiBrita Younghyun Cho Hengrui Luo Tirthak Patel 62 0 0 18 Mar 2025
QCS-ADME: Quantum Circuit Search for Drug Property Prediction with Imbalanced Data and Regression Adaptation Kangyu Zheng Tianfan Fu Zhiding Liang 34 0 0 02 Mar 2025
Quantum Deep Equilibrium Models Philipp Schleich Marta Skreta L. B. Kristensen Rodrigo A. Vargas-Hernández Alán Aspuru-Guzik 30 0 0 31 Oct 2024
OrganiQ: Mitigating Classical Resource Bottlenecks of Quantum Generative Adversarial Networks on NISQ-Era Machines Daniel Silver Tirthak Patel Aditya Ranjan William Cutler Devesh Tiwari 34 0 0 29 Sep 2024
Enhancing Quantum Security over Federated Learning via Post-Quantum Cryptography Pingzhi Li Tianlong Chen Junyu Liu FedML 23 1 0 06 Sep 2024
ReCon: Reconfiguring Analog Rydberg Atom Quantum Computers for Quantum Generative Adversarial Networks N. DiBrita Daniel Leeds Yuqian Huo Jason Ludmir Tirthak Patel 21 0 0 23 Aug 2024
Security Concerns in Quantum Machine Learning as a Service Satwik Kundu Swaroop Ghosh 28 1 0 18 Aug 2024
Hierarchical Quantum Control Gates for Functional MRI Understanding Xuan-Bac Nguyen Hoang-Quan Nguyen Hugh Churchill Samee U. Khan Khoa Luu 43 3 0 07 Aug 2024
Exploiting the equivalence between quantum neural networks and perceptrons Chris Mingard Jessica Pointing Charles London Yoonsoo Nam Ard A. Louis 35 2 0 05 Jul 2024
Quantum Circuit Synthesis and Compilation Optimization: Overview and Prospects Yan Ge Wu Wenjie Chen Yuheng Pan Kaisen Lu Xudong Zhou Zixiang Wang Yuhan Wang Ruocheng Yan Junchi 35 14 0 30 Jun 2024
KANQAS: Kolmogorov-Arnold Network for Quantum Architecture Search Akash Kundu Aritra Sarkar Abhishek Sadhu 42 29 0 25 Jun 2024
Quantum Architecture Search: A Survey Darya Martyniuk Johannes Jung Adrian Paschke AI4CE 36 7 0 10 Jun 2024
Quantum Implicit Neural Representations Jiaming Zhao Wenbo Qiao Peng Zhang Hui Gao 55 3 0 06 Jun 2024
Quantum Visual Feature Encoding Revisited Xuan-Bac Nguyen Hoang-Quan Nguyen Hugh Churchill Samee U. Khan Khoa Luu 41 9 0 30 May 2024
QClusformer: A Quantum Transformer-based Framework for Unsupervised Visual Clustering Xuan-Bac Nguyen Hoang-Quan Nguyen Samuel Yen-Chi Chen Samee U. Khan Hugh Churchill Khoa Luu 34 11 0 30 May 2024
QMViT: A Mushroom is worth 16x16 Words Siddhant Dutta Hemant Singh Kalpita Shankhdhar Sridhar Iyer 28 0 0 11 May 2024
Expanding the Horizon: Enabling Hybrid Quantum Transfer Learning for Long-Tailed Chest X-Ray Classification Skylar Chan Pranav Kulkarni P. Yi Vishwa S. Parekh 26 0 0 30 Apr 2024
PristiQ: A Co-Design Framework for Preserving Data Security of Quantum Learning in the Cloud Zhepeng Wang Yi Sheng Nirajan Koirala Kanad Basu Taeho Jung Cheng-Chang Lu Weiwen Jiang 23 5 0 20 Apr 2024
Qandle: Accelerating State Vector Simulation Using Gate-Matrix Caching and Circuit Splitting Gerhard Stenzel Sebastian Zielinski Michael Kölle Philipp Altmann Jonas Nüßlein Thomas Gabor 18 1 0 14 Apr 2024
A Hierarchical Fused Quantum Fuzzy Neural Network for Image Classification Shengyao Wu Run-Ze Li Yanqi Song S. Qin Qiaoyan Wen Fei Gao 32 0 0 14 Mar 2024
Bridging Quantum Computing and Differential Privacy: Insights into Quantum Computing Privacy Yusheng Zhao Hui Zhong Xinyue Zhang Yuqing Li Chi Zhang Miao Pan 31 3 0 14 Mar 2024
Curriculum reinforcement learning for quantum architecture search under hardware errors Yash J. Patel Akash Kundu M. Ostaszewski X. Bonet-Monroig Vedran Dunjko Onur Danaci 28 22 0 05 Feb 2024
Élivágar: Efficient Quantum Circuit Search for Classification Sashwat Anagolum Narges Alavisamani Poulami Das Moinuddin K. Qureshi Eric Kessler Yunong Shi 36 14 0 17 Jan 2024
QuantumSEA: In-Time Sparse Exploration for Noise Adaptive Quantum Circuits Tianlong Chen Zhenyu (Allen) Zhang Hanrui Wang Jiaqi Gu Zi-Chen Li David Z. Pan Frederic T. Chong Song Han Zhangyang Wang 29 0 0 10 Jan 2024
Fast Quantum Convolutional Neural Networks for Low-Complexity Object Detection in Autonomous Driving Applications Hankyul Baek Donghyeon Kim Joongheon Kim 37 3 0 28 Dec 2023
Distributed Quantum Neural Networks via Partitioned Features Encoding Yoshiaki Kawase 25 5 0 21 Dec 2023
Toward Automated Quantum Variational Machine Learning Omer Subasi 23 2 0 04 Dec 2023
Transformer-QEC: Quantum Error Correction Code Decoding with Transferable Transformers Hanrui Wang Pengyu Liu Kevin Shao Dantong Li Jiaqi Gu David Z. Pan Yongshan Ding Song Han 30 7 0 27 Nov 2023
DGR: Tackling Drifted and Correlated Noise in Quantum Error Correction via Decoding Graph Re-weighting Hanrui Wang Pengyu Liu Yilian Liu Jiaqi Gu Jonathan M. Baker Frederic T. Chong Song Han 21 8 0 27 Nov 2023
RobustState: Boosting Fidelity of Quantum State Preparation via Noise-Aware Variational Training Hanrui Wang Yilian Liu Pengyu Liu Jiaqi Gu Zi-Chen Li ... Xuehai Qian Yiyu Shi David Z. Pan Frederic T. Chong Song Han 13 10 0 27 Nov 2023
Peptide Binding Classification on Quantum Computers Charles London Douglas Brown Wenduan Xu Sezen Vatansever C. Langmead Dimitri Kartsaklis Stephen Clark K. Meichanetzidis 29 2 0 27 Nov 2023
Bridging Classical and Quantum Machine Learning: Knowledge Transfer From Classical to Quantum Neural Networks Using Knowledge Distillation Mohammad Junayed Hasan M.R.C. Mahdy 26 1 0 23 Nov 2023
QUILT: Effective Multi-Class Classification on Quantum Computers Using an Ensemble of Diverse Quantum Classifiers Daniel Silver Tirthak Patel Devesh Tiwari 8 24 0 26 Sep 2023
Detecting Violations of Differential Privacy for Quantum Algorithms J. Guan Wang Fang Mingyu Huang Mingsheng Ying 34 11 0 09 Sep 2023
The QUATRO Application Suite: Quantum Computing for Models of Human Cognition Raghavendra Pradyumna Pothukuchi Leon Lufkin Yu Jun Shen Alejandro Simon Rome Thorstenson ... B. Jongkees Yongshan Ding J. Busemeyer Jonathan D Cohen Abhishek Bhattacharjee 15 1 0 01 Sep 2023
Mobile Foundation Model as Firmware Jinliang Yuan Chenchen Yang Dongqi Cai Shihe Wang Xin Yuan ... Di Zhang Hanzi Mei Xianqing Jia Shangguang Wang Mengwei Xu 40 19 0 28 Aug 2023
QuMoS: A Framework for Preserving Security of Quantum Machine Learning Model Zhepeng Wang Jinyang Li Zhirui Hu Blake Gage Elizabeth Iwasawa Weiwen Jiang 30 9 0 23 Apr 2023
QTrojan: A Circuit Backdoor Against Quantum Neural Networks Cheng Chu Lei Jiang Martin Swany Fan Chen 21 8 0 16 Feb 2023
Quantum Multi-Agent Actor-Critic Neural Networks for Internet-Connected Multi-Robot Coordination in Smart Factory Management Won Joon Yun Jae Pyoung Kim Soyi Jung Jae-Hyun Kim Joongheon Kim OffRL 21 31 0 04 Jan 2023
Review of Ansatz Designing Techniques for Variational Quantum Algorithms Junhan Qin 30 10 0 07 Dec 2022
Software Simulation and Visualization of Quantum Multi-Drone Reinforcement Learning C. Park Jae Pyoung Kim Won Joon Yun Soohyun Park Soyi Jung Joongheon Kim 31 0 0 24 Nov 2022
Quantum Split Neural Network Learning using Cross-Channel Pooling Won Joon Yun Hankyul Baek Joongheon Kim 34 4 0 12 Nov 2022
Projection Valued Measure-based Quantum Machine Learning for Multi-Class Classification Won Joon Yun Hankyul Baek Joongheon Kim VLM 25 11 0 30 Oct 2022
QuEst: Graph Transformer for Quantum Circuit Reliability Estimation Hanrui Wang Pengyu Liu Jinglei Cheng Zhiding Liang Jiaqi Gu ... Yiyu Shi Xuehai Qian David Z. Pan Frederic T. Chong Song Han 37 31 0 30 Oct 2022
quEEGNet: Quantum AI for Biosignal Processing T. Koike-Akino Ye Wang 29 4 0 29 Sep 2022
Symmetric Pruning in Quantum Neural Networks Xinbiao Wang Junyu Liu Tongliang Liu Yong Luo Yuxuan Du Dacheng Tao 28 24 0 30 Aug 2022
NAPA: Intermediate-level Variational Native-pulse Ansatz for Variational Quantum Algorithms Zhiding Liang Jinglei Cheng Hang Ren Hanrui Wang Fei Hua ... Yongshan Ding Fred Chong Song Han Xuehai Qian Yiyu Shi 27 18 0 02 Aug 2022
RobustAnalog: Fast Variation-Aware Analog Circuit Design Via Multi-task RL Wei Shi Hanrui Wang Jiaqi Gu Mingjie Liu David Z. Pan Song Han Nan Sun 14 14 0 13 Jul 2022
Quantum Neural Network Compression Zhirui Hu Peiyan Dong Zhepeng Wang Youzuo Lin Yanzhi Wang Weiwen Jiang GNN 25 28 0 04 Jul 2022
AutoQML: Automated Quantum Machine Learning for Wi-Fi Integrated Sensing and Communications T. Koike-Akino P. Wang Ye Wang 34 9 0 17 May 2022