quantum computing

ResQ: A Novel Framework to Implement Residual Neural Networks on Analog Rydberg Atom Quantum Computers ICCV 2025 Scalable Quantum-Inspired Optimization Through Dynamic Qubit Compression AAAI 2025 These Aren’t the Vectors You’re Looking For: A Proof of Quantum Advantage in Compositional Generalization AACL 2025 Circuit Design and Efficient Simulation of Quantum Inner Product and Empirical Studies of Its Effect on Near-Term Hybrid Quantum-Classic Machine Learning CVPR 2024 Deep Quantum Error Correction AAAI 2024 Differentiable Quantum Computing for Large-scale Linear Control NeurIPS 2024 Efficient Quantum Agnostic Improper Learning of Decision Trees AISTATS 2024 Exponential Quantum Communication Advantage in Distributed Inference and Learning NeurIPS 2024 HDQMF: Holographic Feature Decomposition Using Quantum Algorithms CVPR 2024 MG-Net: Learn to Customize QAOA with Circuit Depth Awareness NeurIPS 2024 Provable Advantage in Quantum PAC Learning COLT 2024 Quadratic Quantum Variational Monte Carlo NeurIPS 2024 Quantum Deep Equilibrium Models NeurIPS 2024 Quantum Kernelized Bandits UAI 2024 Quantum Recurrent Architectures for Text Classification EMNLP 2024 QVAE-Mole: The Quantum VAE with Spherical Latent Variable Learning for 3-D Molecule Generation NeurIPS 2024 Rethinking Parity Check Enhanced Symmetry-Preserving Ansatz NeurIPS 2024 Statistical Estimation in the Spiked Tensor Model via the Quantum Approximate Optimization Algorithm NeurIPS 2024 Topological data analysis on noisy quantum computers ICLR 2024 What is my quantum computer good for? Quantum capability learning with physics-aware neural networks NeurIPS 2024 A Hybrid Quantum-Classical Approach based on the Hadamard Transform for the Convolutional Layer ICML 2023 Alternating Layered Variational Quantum Circuits Can Be Classically Optimized Efficiently Using Classical Shadows AAAI 2023 Analyzing Convergence in Quantum Neural Networks: Deviations from Neural Tangent Kernels ICML 2023 Ising-Traffic: Using Ising Machine Learning to Predict Traffic Congestion under Uncertainty AAAI 2023 LEAN-DMKDE: Quantum Latent Density Estimation for Anomaly Detection (Student Abstract) AAAI 2023