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Quantum Computing

128 directly classified papers

Papers per year

Papers

Towards training digitally-tied analog blocks via hybrid gradient computation NIPS 2024
Infusing Self-Consistency into Density Functional Theory Hamiltonian Prediction via Deep Equilibrium Models NIPS 2024
Quantum Algorithms for Non-smooth Non-convex Optimization NIPS 2024
Generative Modeling of Molecular Dynamics Trajectories NIPS 2024
Equivariant Neural Diffusion for Molecule Generation NIPS 2024
Mixture of neural fields for heterogeneous reconstruction in cryo-EM NIPS 2024
What is my quantum computer good for? Quantum capability learning with physics-aware neural networks NIPS 2024
MG-Net: Learn to Customize QAOA with Circuit Depth Awareness NIPS 2024
Quantum Deep Equilibrium Models NIPS 2024
Exponential Quantum Communication Advantage in Distributed Inference and Learning NIPS 2024
A Diffusion-Based Pre-training Framework for Crystal Property Prediction AAAI 2024
QVAE-Mole: The Quantum VAE with Spherical Latent Variable Learning for 3-D Molecule Generation NIPS 2024
Operator learning without the adjoint JMLR 2024
An Interpretable Approach to the Solutions of High-Dimensional Partial Differential Equations AAAI 2024
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
Quadratic Quantum Variational Monte Carlo NIPS 2024
Quantum Interference Model for Semantic Biases of Glosses in Word Sense Disambiguation AAAI 2024
Quantum algorithm for large-scale market equilibrium computation NIPS 2024
Efficient Quantum Agnostic Improper Learning of Decision Trees AISTATS 2024
Exponential Hardness of Optimization from the Locality in Quantum Neural Networks AAAI 2024
Formal Logic Enabled Personalized Federated Learning through Property Inference AAAI 2024
HDQMF: Holographic Feature Decomposition Using Quantum Algorithms CVPR 2024
DR-Label: Label Deconstruction and Reconstruction of GNN Models for Catalysis Systems AAAI 2024
Rethinking Parity Check Enhanced Symmetry-Preserving Ansatz NIPS 2024
Quantum-Inspired Neural Network with Runge-Kutta Method AAAI 2024