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A Co-Design Framework of Neural Networks and Quantum Circuits Towards Quantum Advantage

26 June 2020

Weiwen Jiang

Jinjun Xiong

Yiyu Shi

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Papers citing "A Co-Design Framework of Neural Networks and Quantum Circuits Towards Quantum Advantage"

25 / 25 papers shown

Title
Expressivity of deterministic quantum computation with one qubit Yujin Kim Daniel K. Park 60 0 0 05 Nov 2024
SuperEncoder: Towards Universal Neural Approximate Quantum State Preparation Yilun Zhao Bingmeng Wang Wenle Jiang Xiwei Pan Bing Li Yinhe Han Ying Wang 62 1 0 10 Aug 2024
A Scalable Quantum Non-local Neural Network for Image Classification Sparsh Gupta Debanjan Konar Vaneet Aggarwal 77 0 0 26 Jul 2024
Diffusion-Inspired Quantum Noise Mitigation in Parameterized Quantum Circuits Hoang-Quan Nguyen Xuan-Bac Nguyen Samuel Yen-Chi Chen Hugh Churchill Nicholas Borys Samee U. Khan Khoa Luu DiffM 100 5 0 02 Jun 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 70 5 0 20 Apr 2024
A Quantum-Classical Collaborative Training Architecture Based on Quantum State Fidelity Ryan LÁbbate Anthony DÓnofrio S. Stein Samuel Yen-Chi Chen Ang Li Pin-Yu Chen Juntao Chen Y. Mao 49 10 0 23 Feb 2024
Coherent Feed Forward Quantum Neural Network Utkarsh Singh A. Z. Goldberg K. Heshami 42 3 0 01 Feb 2024
Training Multi-layer Neural Networks on Ising Machine Xujie Song Tong Liu Shengbo Eben Li Jingliang Duan Wenxuan Wang Keqiang Li 50 0 0 06 Nov 2023
A Novel Spatial-Temporal Variational Quantum Circuit to Enable Deep Learning on NISQ Devices Jinyang Li Zhepeng Wang Zhirui Hu Prasanna Date A. Li Weiwen Jiang 65 10 0 19 Jul 2023
Quantum Neural Network for Quantum Neural Computing Min-Gang Zhou Zhi-Ping Liu Hua‐Lei Yin Chen-Long Li Tong Xu Zeng-Bing Chen 63 41 0 15 May 2023
QuMoS: A Framework for Preserving Security of Quantum Machine Learning Model Zhepeng Wang Jinyang Li Zhirui Hu Blake Gage Elizabeth Iwasawa Weiwen Jiang 90 11 0 23 Apr 2023
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 108 32 0 30 Oct 2022
QuCNN : A Quantum Convolutional Neural Network with Entanglement Based Backpropagation S. Stein Y. Mao James Ang A. Li 49 9 0 11 Oct 2022
VACSEN: A Visualization Approach for Noise Awareness in Quantum Computing Shaolun Ruan Yong Wang Weiwen Jiang Y. Mao Qian-Guo Guan 13 1 0 28 Jul 2022
Quantum Neural Network Compression Zhirui Hu Peiyan Dong Zhepeng Wang Youzuo Lin Yanzhi Wang Weiwen Jiang GNN 113 30 0 04 Jul 2022
Roadmap on Signal Processing for Next Generation Measurement Systems D. Iakovidis M. Ooi Y. Kuang S. Demidenko A. Shestakov ... S. Kamnis K. Delibasis Dong Wang Jianjing Zhang R. X. Gao AI4TS 73 23 0 03 Nov 2021
QuantumNAT: Quantum Noise-Aware Training with Noise Injection, Quantization and Normalization Hanrui Wang Jiaqi Gu Yongshan Ding Zi-Chen Li Frederic T. Chong David Z. Pan Song Han 128 66 0 21 Oct 2021
Exploration of Quantum Neural Architecture by Mixing Quantum Neuron Designs Zhepeng Wang Zhiding Liang Shangli Zhou Caiwen Ding Yiyu Shi Weiwen Jiang 117 33 0 08 Sep 2021
Can Noise on Qubits Be Learned in Quantum Neural Network? A Case Study on QuantumFlow Zhiding Liang Zhepeng Wang Junhuan Yang Lei Yang Jinjun Xiong Y. Shi Weiwen Jiang 98 37 0 08 Sep 2021
Quantum Artificial Intelligence for the Science of Climate Change Manmeet Singh C. Dhara Adarsh Kumar S. Gill Steve Uhlig AI4CE 68 15 0 28 Jul 2021
RGB Image Classification with Quantum Convolutional Ansaetze Yu Jing Xiaogang Li Yang Yang Chonghang Wu Wenbing Fu Wei Hu Xiaogang Li Huan Xu 88 24 0 23 Jul 2021
How to Bake Quantum into Your Pet Petri Nets and Have Your Net Theory Too H. Schmidt GNN AI4CE 28 2 0 04 Jun 2021
Enabling Design Methodologies and Future Trends for Edge AI: Specialization and Co-design Cong Hao Jordan Dotzel Jinjun Xiong Luca Benini Zhiru Zhang Deming Chen 113 37 0 25 Mar 2021
When Machine Learning Meets Quantum Computers: A Case Study Weiwen Jiang Jinjun Xiong Yiyu Shi 89 29 0 18 Dec 2020
Hardware/Software Co-Exploration of Neural Architectures Weiwen Jiang Lei Yang E. Sha Qingfeng Zhuge Shouzhen Gu Sakyasingha Dasgupta Yiyu Shi Jiaxi Hu 97 132 0 06 Jul 2019