Title
Trustworthy Quantum Machine Learning: A Roadmap for Reliability, Robustness, and Security in the NISQ Era Ferhat Ozgur Catak Jungwon Seo Umit Cali 8 0 0 04 Nov 2025
QuPCG: Quantum Convolutional Neural Network for Detecting Abnormal Patterns in PCG Signals Yasaman Torabi Shahram Shirani J. Reilly 8 0 0 04 Nov 2025
Quantum Deep Learning Still Needs a Quantum Leap Hans Gundlach Hrvoje Kukina Jayson Lynch Neil Thompson 0 0 0 03 Nov 2025
Benchmarking VQE Configurations: Architectures, Initializations, and Optimizers for Silicon Ground State Energy Zakaria Boutakka Nouhaila Innan Muhammed Shafique Mohamed Bennai Z. Sakhi 16 0 0 27 Oct 2025
Quantum Phase Classification of Rydberg Atom Systems Using Resource-Efficient Variational Quantum Circuits and Classical Shadows Hemish Ahuja Samradh Bhardwaj Kirti Dhir Roman Bagdasarian Ziwoong Jang 8 0 0 27 Oct 2025
Quantum Synthetic Data Generation for Industrial Bioprocess Monitoring Shawn M. Gibford Mohammad Reza Boskabadi Christopher J. Savoie Seyed Soheil Mansouri 20 0 0 20 Oct 2025
Privacy-Aware Framework of Robust Malware Detection in Indoor Robots: Hybrid Quantum Computing and Deep Neural Networks Tan Le Van Le Sachin Shetty 20 1 0 15 Oct 2025
Three Birds with One Stone: Improving Performance, Convergence, and System Throughput with Nest Yuqian Huo David Quiroga Anastasios Kyrillidis Tirthak Patel 16 1 0 10 Oct 2025
Fisher Information, Training and Bias in Fourier Regression Models Lorenzo Pastori Veronika Eyring Mierk Schwabe 112 0 0 08 Oct 2025
TalkCuts: A Large-Scale Dataset for Multi-Shot Human Speech Video Generation Jiaben Chen Zixin Wang Ailing Zeng Y. Fu Xueyang Yu ... Julian Tanke Yihang Chen Koichi Saito Yuki Mitsufuji Chuang Gan VGen 150 0 0 08 Oct 2025
NurseLLM: The First Specialized Language Model for Nursing Md Tawkat Islam Khondaker Julia Harrington Shady Shehata LM&MA 112 0 0 08 Oct 2025
ConQuER: Modular Architectures for Control and Bias Mitigation in IQP Quantum Generative Models Xiaocheng Zou Shijin Duan Charles Fleming Gaowen Liu Ramana Rao Kompella Shaolei Ren Xiaolin Xu 8 0 0 26 Sep 2025
Multi-channel convolutional neural quantum embedding Yujin Kim Changjae Im Taehyun Kim Tak Hur D. Park 16 0 0 26 Sep 2025
PALQO: Physics-informed Model for Accelerating Large-scale Quantum Optimization Yiming Huang Yajie Hao Jing Zhou Xiao Yuan Xiaoting Wang Yuxuan Du 76 0 0 25 Sep 2025
SMILES-Inspired Transfer Learning for Quantum Operators in Generative Quantum Eigensolver Zhi Yin X. Li Shengyu Zhang Xin Li Xiaojin Zhang 20 0 0 24 Sep 2025
Re-uploading quantum data: A universal function approximator for quantum inputs Hyunho Cha Daniel K. Park Jungwoo Lee 52 0 0 23 Sep 2025
DiffQ: Unified Parameter Initialization for Variational Quantum Algorithms via Diffusion Models Chi Zhang Mengxin Zheng Qian Lou Fan Chen DiffM 44 0 0 22 Sep 2025
Quantum Generative Adversarial Autoencoders: Learning latent representations for quantum data generation Naipunnya Raj Rajiv Sangle Avinash Singh Krishna Kumar Sabapathy GAN GNN 112 0 0 19 Sep 2025
TITAN: A Trajectory-Informed Technique for Adaptive Parameter Freezing in Large-Scale VQE Yifeng Peng Xinyi Li Samuel Yen-Chi Chen Kaining Zhang Zhiding Liang Ying Wang Yuxuan Du 66 1 0 18 Sep 2025
Investigating the Lottery Ticket Hypothesis for Variational Quantum Circuits Michael Kölle Leonhard Klingert Julian Schonberger Philipp Altmann Tobias Rohe Claudia Linnhoff-Popien 20 0 0 14 Sep 2025
Quantum-Enhanced Forecasting for Deep Reinforcement Learning in Algorithmic Trading Jun-Hao Chen Yu-Chien Huang Yun-Cheng Tsai Samuel Yen-Chi Chen AIFin 67 0 0 11 Sep 2025
QCSE: A Pretrained Quantum Context-Sensitive Word Embedding for Natural Language Processing Charles M. Varmantchaonala Niclas GÖtting Nils-Erik SchÜtte Jean Louis E. K. Fendji Christopher Gies 44 0 0 06 Sep 2025
Artificial intelligence for representing and characterizing quantum systems Yuxuan Du Yan Zhu Y. Zhang Min-hsiu Hsieh Patrick Rebentrost ... Ya-Dong Wu Jens Eisert G. Chiribella Dacheng Tao B. Sanders 75 2 0 05 Sep 2025
Quantum AI Algorithm Development for Enhanced Cybersecurity: A Hybrid Approach to Malware Detection Tanya Joshi Krishnendu Guha 12 1 0 04 Sep 2025
Quantum-Optimized Selective State Space Model for Efficient Time Series Prediction Stefan-Alexandru Jura M. Udrescu Alexandru Topîrceanu Mamba AI4TS 36 0 0 29 Aug 2025
Freeze and Conquer: Reusable Ansatz for Solving the Traveling Salesman Problem Fabrizio Fagiolo Nicolo' Vescera 24 0 0 29 Aug 2025
Quantum-Enhanced Natural Language Generation: A Multi-Model Framework with Hybrid Quantum-Classical Architectures Chi-Sheng Chen En-Jui Kuo 52 2 0 29 Aug 2025
Quantum-Classical Hybrid Molecular Autoencoder for Advancing Classical Decoding Afrar Jahin Yi Pan Y. X. R. Wang Tianming Liu Wei Zhang AI4CE 56 0 0 26 Aug 2025
Quantum Graph Attention Network: A Novel Quantum Multi-Head Attention Mechanism for Graph Learning An Ning Tai-Yue Li Nan-Yow Chen GNN 79 0 0 25 Aug 2025
Quantum-Classical Hybrid Framework for Zero-Day Time-Push GNSS Spoofing Detection Abyad Enan Mashrur Chowdhury Sagar Dasgupta Mizanur Rahman 20 0 0 25 Aug 2025
Breaking Through Barren Plateaus: Reinforcement Learning Initializations for Deep Variational Quantum Circuits Yifeng Peng Xinyi Li Zhemin Zhang Samuel Yen-Chi Chen Zhiding Liang Ying Wang 56 0 0 25 Aug 2025
Entanglement Detection with Quantum-inspired Kernels and SVMs Ana Martínez-Sabiote Michalis Skotiniotis Jara J. Bermejo-Vega Daniel Manzano Carlos Cano 40 0 0 25 Aug 2025
Quantum Long Short-term Memory with Differentiable Architecture Search Samuel Yen-Chi Chen Prayag Tiwari 28 0 0 20 Aug 2025
Adversarial Robustness in Distributed Quantum Machine Learning Pouya Kananian Hans-Arno Jacobsen OOD AAML 68 0 0 16 Aug 2025
Constrained free energy minimization for the design of thermal states and stabilizer thermodynamic systems Michele Minervini Madison Chin Jacob Kupperman Nana Liu Ivy Luo Meghan Ly Soorya Rethinasamy Kathie Wang Mark M. Wilde 58 0 0 12 Aug 2025
Quantum Temporal Fusion Transformer Krishnakanta Barik Goutam Paul AI4TS 98 0 0 06 Aug 2025
Quantum Neural Network applications to Protein Binding Affinity Predictions Erico Souza Teixeira Lucas Barros Fernandes Yara Rodrigues Inácio 45 0 0 05 Aug 2025
Superior resilience to poisoning and amenability to unlearning in quantum machine learning Yu-Qin Chen Shi-Xin Zhang AAML 68 2 0 04 Aug 2025
TensorHyper-VQC: A Tensor-Train-Guided Hypernetwork for Robust and Scalable Variational Quantum Computing Jun Qi Chao-Han Huck Yang Pin-Yu Chen Min-hsiu Hsieh 70 0 0 01 Aug 2025
Evaluating Angle and Amplitude Encoding Strategies for Variational Quantum Machine Learning: their impact on model's accuracy Antonio Tudisco Andrea Marchesin Maurizio Zamboni Mariagrazia Graziano Giovanna Turvani 51 0 0 01 Aug 2025
Dimension reduction with structure-aware quantum circuits for hybrid machine learning Ammar Daskin 49 0 0 31 Jul 2025
Quantum Reinforcement Learning by Adaptive Non-local Observables Hsin-Yi Lin Samuel Yen-Chi Chen Huan-Hsin Tseng Shinjae Yoo 68 2 0 25 Jul 2025
BenchRL-QAS: Benchmarking reinforcement learning algorithms for quantum architecture search Azhar Ikhtiarudin Aditi Das Param Thakkar Akash Kundu 37 2 0 16 Jul 2025
A Privacy-Preserving Federated Framework with Hybrid Quantum-Enhanced Learning for Financial Fraud Detection Abhishek Sawaika Swetang Krishna Tushar Tomar Durga Pritam Suggisetti Aditi Lal Tanmaya Shrivastav Nouhaila Innan Muhammad Shafique FedML 72 4 0 15 Jul 2025
Connecting phases of matter to the flatness of the loss landscape in analog variational quantum algorithms Kasidit Srimahajariyapong Supanut Thanasilp Thiparat Chotibut 98 2 0 01 Jul 2025
Learning Encodings by Maximizing State Distinguishability: Variational Quantum Error Correction Nico Meyer Christopher Mutschler Andreas R. Maier Daniel D. Scherer 131 1 0 13 Jun 2025
VQC-MLPNet: An Unconventional Hybrid Quantum-Classical Architecture for Scalable and Robust Quantum Machine Learning Jun Qi Chao-Han Huck Yang Pin-Yu Chen Min-hsiu Hsieh 259 1 0 12 Jun 2025
Systematic and Efficient Construction of Quadratic Unconstrained Binary Optimization Forms for High-order and Dense InteractionsJournal of the Physical Society of Japan (JPSJ), 2025 Hyakka Nakada Shu Tanaka 138 0 0 10 Jun 2025
Superposed Parameterised Quantum Circuits Viktoria Patapovich Mo Kordzanganeh A. Melnikov 126 0 0 10 Jun 2025
Devanagari Digit Recognition using Quantum Machine Learning Sahaj Raj Malla 85 0 0 08 Jun 2025