most citedFedImp: Enhancing Federated Learning Convergence with Impurity-Based Weighting

3 citations

14 papers

astro-ph.IM2026

Early Exploration of the Scientific Discovery Space for the Habitable Worlds Observatory

Courtney D. Dressing, Danica Adams, Evelyne Alecian +324

The paper summarizes 70 science cases for the proposed NASA Habitable Worlds Observatory, outlining the observational needs across four scientific pillars and detailing required ca…

cs.CR2026

VUPER: Verified ASN.1 UPER Parser

Xiaotian Zhou, Kai Tu, Ali Ranjbar +3

ASN.1 is a widely used interface description language, and UPER (Unaligned Packed Encoding Rules) is one of its key encoding rules, particularly popular in security-critical domain…

cs.LG2026

SAGE: SLO-Aware Adaptive Retrieval for Production RAG Systems

Muhammad Faizan Raza, Shuo, Yang +1

Retrieval-Augmented Generation (RAG) systems in production operate under strict service level objectives (SLOs) on tail latency and infrastructure cost. However, standard retrieval…

cs.CR2026

RustGo: Fairly Directed Greybox Fuzzing for Enforcing Rust Memory Safety

Dongyeon Yu, Jiun Min, Yewan Na +3

Rust is a popular systems programming language that provides strong memory safety and introduces low-performance overhead. While Rust guarantees memory safety through strict securi…

cs.CR2026

PromptShield Home: Ambient Multimodal Prompt Injection Defense for Smart-Home Agents

He Zhang, Feilong Li, Dingning Long +5

Smart-home assistants increasingly use multimodal large language models (MLLMs) that perceive video and audio directly. This raises a safety question specific to the home: can the…

astro-ph.IM2026

Development of next-generation event-driven x-ray hybrid CMOS detectors

Timothy R. Emeigh, Abraham D. Falcone, Joseph M. Colosimo +14

The Penn State University High Energy Astrophysics Detector and Instrumentation Lab, in collaboration with Teledyne Imaging Sensors, has developed a next-generation event-driven X-…