quantum neural network

QAPNet: A Quantum-Attentive Patchwise Network for Robust Medical Image Classification Under Noisy Inputs AAAI 2026 zkQML: Verifiable and Privacy-Preserving Inference for Quantum Machine Learning (Student Abstract) AAAI 2026 A Review of Quantum Computing Approaches to Semantic Search and Text Classification in Natural Language Processing AACL 2025 ATP: Adaptive Threshold Pruning for Efficient Data Encoding in Quantum Neural Networks CVPR 2025 A Unified Theory of Quantum Neural Network Loss Landscapes ICLR 2025 Exploring channel distinguishability in local neighborhoods of the model space in quantum neural networks ICLR 2025 On Designing General and Expressive Quantum Graph Neural Networks with Applications to MILP Instance Representation ICLR 2025 Exponential Hardness of Optimization from the Locality in Quantum Neural Networks AAAI 2024 QPEN: Quantum Projection and Quantum Entanglement Enhanced Network for Cross-Lingual Aspect-Based Sentiment Analysis AAAI 2024 Analyzing Convergence in Quantum Neural Networks: Deviations from Neural Tangent Kernels ICML 2023 Harmonic Neural Networks ICML 2023 QuantumDARTS: Differentiable Quantum Architecture Search for Variational Quantum Algorithms ICML 2023 Quantum Multi-Agent Meta Reinforcement Learning AAAI 2023 Statistical Analysis of Quantum State Learning Process in Quantum Neural Networks NeurIPS 2023 Symmetric Pruning in Quantum Neural Networks ICLR 2023 Towards Quantum Machine Learning for Constrained Combinatorial Optimization: a Quantum QAP Solver ICML 2023 Concentration of Data Encoding in Parameterized Quantum Circuits NeurIPS 2022 Power and limitations of single-qubit native quantum neural networks NeurIPS 2022 Toward Physically Realizable Quantum Neural Networks AAAI 2022 Exponentially Many Local Minima in Quantum Neural Networks ICML 2021 Natural Language Processing Meets Quantum Physics: A Survey and Categorization EMNLP 2021 Recurrent Quantum Neural Networks NeurIPS 2020