most citedUnderstanding the Fundamental Design Decisions of Retrieval-Augmented Generation Systems

6 citations

9 papers

cs.AI2026

Towards Sustainable Artificial Intelligence: A Comprehensive Review and Comparative Analysis of Deep Learning Models' Carbon Footprint

Samar Garrab, Sarra Boughriou, Manel BenSassi

Artificial Intelligence (AI) and Machine Learning (ML) have become powerful tools for supporting and automating complex human tasks. Despite their benefits, growing attention has b…

cs.DB2026

ReSequel: Robust LLM-assisted Query Rewriting and Optimization using Templatization and Sampling

Saeed Fathollahzadeh, Essam Mansour, Matthias Boehm

Heuristic query rewriting has long complemented cost-based optimization to improve performance. Such rewrites transform SQL queries into semantically equivalent forms that are easi…

cond-mat.mes-hall2026

Electronic Raman scattering from 2D metals with broken inversion symmetry

Mojdeh Saleh, Saurabh Maiti

Lack of inversion symmetry in metals breaks SU(2) symmetry which results in spin-splitting of the electronic states at the Fermi level due to various types of spin-orbit coupling (…

cs.NI20261 cited

O-RAN Xapps Conflict Prediction Using Graph Convolutional Networks

Maryam Al Shami, Jun Yan, Emmanuel Thepie Fapi

O-RAN hosts many intelligent applications known as eXtended Applications (xApps). xApps are applications that leverage advanced algorithms to make dynamic decisions for network opt…

cs.SE20266 cited

Understanding the Fundamental Design Decisions of Retrieval-Augmented Generation Systems

Shengming Zhao, Yuchen Shao, Yuheng Huang +4

Retrieval-Augmented Generation (RAG) has emerged as a critical technique for enhancing large language model (LLM) capabilities. However, practitioners face significant challenges w…

math.NT2026

Hirzebruch-Zagier cycles in -adic families and adjoint -values

Antonio Cauchi, Marc-Hubert Nicole, Giovanni Rosso

Let be a quadratic extension of totally real number fields. We show that the generalized Hirzebruch-Zagier cycles arising from the associated Hilbert modular varieties can be…