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◌ Quantum Computing Apr 24, 2026
On the importance of hyperparameters in initializing parameterized quantum circuits

arXiv:2604.21266v1 Announce Type: new Abstract: There has been intensive research on increasing the utility and performance of Parameterized Quantum Circuits (PQCs) in the past couple of years. Owing …

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◌ Quantum Computing Apr 24, 2026
Time-optimal Qubit Reset via Environmental Spectral Structure

arXiv:2604.21230v1 Announce Type: new Abstract: Fast qubit reset is essential for qubit reuse in the noisy intermediate-scale quantum computing era, yet it conflicts with the weak decoherence required…

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◌ Quantum Computing Apr 24, 2026
The Feedback Hamiltonian is the Score Function: A Diffusion-Model Framework for Quantum Trajectory Reversal

arXiv:2604.21210v1 Announce Type: new Abstract: In continuously monitored quantum systems, the feedback protocol of Garc\'ia-Pintos, Liu, and Gorshkov reshapes the arrow of time: a Hamiltonian $H_{\ma…

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◌ Quantum Computing Apr 24, 2026
Monitoring photon entanglement in coupled cavities

arXiv:2604.21208v1 Announce Type: new Abstract: We study the dynamics of $N$ photons in a Fock state, initially located inside one cavity, and coupled by an optical fiber to a second cavity. The entan…

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◌ Quantum Computing Apr 24, 2026
Multidimensional semiclassical single- and double-quantum spectroscopy of anharmonic molecular polaritons

arXiv:2604.21158v1 Announce Type: new Abstract: We present a general and efficient approach to compute phase-resolved multidimensional spectra of anharmonic molecular polaritons, based on a semiclassi…

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◌ Quantum Computing Apr 24, 2026
Qubit-efficient and gate-efficient encodings of graph partitioning problems for quantum optimization

arXiv:2604.21123v1 Announce Type: new Abstract: We introduce a qubit- and gate-efficient higher-order unconstrained binary optimization (HUBO) encoding for graph partitioning problems requiring label-…

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◌ Quantum Computing Apr 24, 2026
A rigorous quasipolynomial-time classical algorithm for SYK thermal expectations

arXiv:2604.21089v1 Announce Type: new Abstract: Estimating local observables in Gibbs states is a central problem in quantum simulation. While this task is BQP-complete at asymptotically low temperatu…

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◌ Quantum Computing Apr 24, 2026
Light-induced Self-Organization in Cooperative Free Space Atomic Arrays

arXiv:2604.21012v1 Announce Type: new Abstract: We investigate how laser-driven, cooperative dipole-dipole interactions in weakly trapped atomic arrays give rise to self-organized configurations. Star…

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◌ Quantum Computing Apr 24, 2026
Ans\"atz Expressivity and Optimization in Variational Quantum Simulations of Transverse-field Ising Model Across System Sizes

arXiv:2604.20961v1 Announce Type: new Abstract: We explore the application of the Variational Quantum Eigensolver (VQE) to investigate the ground state properties, particularly the entanglement entrop…

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◌ Quantum Computing Apr 24, 2026
Thermalization Regimes in a Chaotic Tavis-Cummings Model

arXiv:2604.20955v1 Announce Type: new Abstract: This work investigates the emergent thermalization regimes in a chaotic Tavis-Cummings (TC) model and their implications in quantum spectroscopy. While …

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◌ Quantum Computing Apr 24, 2026
Adiabatic Error Cancellation in Berry Phase Estimation

arXiv:2604.20952v1 Announce Type: new Abstract: In this work, we show that Berry phase estimation admits a natural and universal adiabatic error-cancellation mechanism, making it a promising candidate…

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◌ Quantum Computing Apr 24, 2026
Quantum-HPC Software Stacks and the openQSE Reference Architecture: A Survey

arXiv:2604.20912v1 Announce Type: new Abstract: Quantum resources are increasingly integrated into high-performance computing (HPC) and cloud environments, but quantum high-performance computing (QHPC…

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◌ Quantum Computing Apr 24, 2026
HHL with a Coherent Fourier Oracle: A Proof-of-Concept Quantum Architecture for Joint Melody-Harmony Generation

arXiv:2604.20882v1 Announce Type: new Abstract: Quantum algorithms with a proven theoretical speedup over classical computation are rare. Among the most prominent is the Harrow-Hassidim-Lloyd (HHL) al…

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◬ AI & Machine Learning Apr 24, 2026
SemanticAgent: A Semantics-Aware Framework for Text-to-SQL Data Synthesis

arXiv:2604.21414v1 Announce Type: new Abstract: Existing text-to-SQL synthesis pipelines still conflate executability with semantic validity: syntactic checks and execution-based validation can retain…

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◬ AI & Machine Learning Apr 24, 2026
Time, Causality, and Observability Failures in Distributed AI Inference Systems

arXiv:2604.21361v1 Announce Type: new Abstract: Distributed AI inference pipelines rely heavily on timestamp-based observability to understand system behavior. This work demonstrates that even small c…

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◬ AI & Machine Learning Apr 24, 2026
ReaGeo: Reasoning-Enhanced End-to-End Geocoding with LLMs

arXiv:2604.21357v1 Announce Type: new Abstract: This paper proposes ReaGeo, an end-to-end geocoding framework based on large language models, designed to overcome the limitations of traditional multi-…

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◬ AI & Machine Learning Apr 24, 2026
Symbolic Grounding Reveals Representational Bottlenecks in Abstract Visual Reasoning

arXiv:2604.21346v1 Announce Type: new Abstract: Vision--language models (VLMs) often fail on abstract visual reasoning benchmarks such as Bongard problems, raising the question of whether the main bot…

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◬ AI & Machine Learning Apr 24, 2026
Evaluating AI Meeting Summaries with a Reusable Cross-Domain Pipeline

arXiv:2604.21345v1 Announce Type: new Abstract: We present a reusable evaluation pipeline for generative AI applications, instantiated for AI meeting summaries and released with a public artifact pack…

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◬ AI & Machine Learning Apr 24, 2026
Ideological Bias in LLMs' Economic Causal Reasoning

arXiv:2604.21334v1 Announce Type: new Abstract: Do large language models (LLMs) exhibit systematic ideological bias when reasoning about economic causal effects? As LLMs are increasingly used in polic…

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◬ AI & Machine Learning Apr 24, 2026
Spatial Metaphors for LLM Memory: A Critical Analysis of the MemPalace Architecture

arXiv:2604.21284v1 Announce Type: new Abstract: MemPalace is an open-source AI memory system that applies the ancient method of loci (memory palace) spatial metaphor to organize long-term memory for l…

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◬ AI & Machine Learning Apr 24, 2026
Can MLLMs "Read" What is Missing?

arXiv:2604.21277v1 Announce Type: new Abstract: We introduce MMTR-Bench, a benchmark designed to evaluate the intrinsic ability of Multimodal Large Language Models (MLLMs) to reconstruct masked text d…

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◬ AI & Machine Learning Apr 24, 2026
Enhancing Online Recruitment with Category-Aware MoE and LLM-based Data Augmentation

arXiv:2604.21264v1 Announce Type: new Abstract: Person-Job Fit (PJF) is a critical component for online recruitment. Existing approaches face several challenges, particularly in handling low-quality j…

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◬ AI & Machine Learning Apr 24, 2026
Trustworthy Clinical Decision Support Using Meta-Predicates and Domain-Specific Languages

arXiv:2604.21263v1 Announce Type: new Abstract: \textbf{Background:} Regulatory frameworks for AI in healthcare, including the EU AI Act and FDA guidance on AI/ML-based medical devices, require clinic…

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◬ AI & Machine Learning Apr 24, 2026
Robustness Analysis of POMDP Policies to Observation Perturbations

arXiv:2604.21256v1 Announce Type: new Abstract: Policies for Partially Observable Markov Decision Processes (POMDPs) are often designed using a nominal system model. In practice, this model can deviat…

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