activity
20242026
most citedHype or Heuristic? Quantum Reinforcement Learning for Join Order Optimisation

8 citations · 19 across the 13 of their papers we have counts for

collaborators
Showing 2026Show all

5 papers · 1 filter

quant-ph2026

Auditing Syndrome-to-Decoder Mappings for Repetition, Surface, CSS, and Digitized-GKP Interfaces

Dennis Delali Kwesi Wayo, Chinonso Onah, Rodrigo Alves Dias +2

Quantum error-correction experiments increasingly require a verified interface between measured syndrome bits and decoder-native correction requests. We report a four-branch syndro…

cs.DB2026

Improved Join Order Optimization for Database Queries using Hybrid Quantum-Classical Approaches for QUBO Problems

Nitin Nayak, Tobias Winker, Umut Çalıkyılmaz +2

Efficient query optimization is crucial for relational database systems, especially for optimizing join orders in complex queries. This work introduces a hybrid approach that integ…

quant-ph2026

Decoder Dependence in Surface-Code Threshold Estimation with Native Gottesman-Kitaev-Preskill Digitization and Parallelized Sampling

Dennis Delali Kwesi Wayo, Chinonso Onah, Leonardo Goliatt +1

We quantify decoder dependence in surface-code threshold studies under two matched regimes: Pauli noise and native GKP-style Gaussian displacement digitization. Using LiDMaS+ v1.1.…

cs.DB2026

OMNIA: Closing the Loop by Leveraging LLMs for Knowledge Graph Completion

Frédéric Ieng, Soror Sahri, Mourad Ouzzani +5

Knowledge Graphs (KGs) are widely used to represent structured knowledge, yet their automatic construction, especially with Large Language Models (LLMs), often results in incomplet…

quant-ph2026

Decoder Dependence in Surface-Code Threshold Estimation under Digitized Hybrid Continuous-Variable and Discrete Noise

Dennis Delali Kwesi Wayo, Chinonso Onah, Leonardo Goliatt +1

Surface-code threshold estimates depend on the inference pipeline, including decoder and estimator choices. We compare decoders within a single LiDMaS+ workflow under Pauli-referen…