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🔍 computing methodologies 📂 Computer Science
Showing 33594 results for "computing methodologies" in Computer Science
Computer Science Preprint PDF DOI

Post-Quantum Cryptographic Analysis of Message Transformations Across the Network Stack

Ashish Kundu, Vishal Chakraborty, Ramana Kompella · 2026

When a user sends a message over a wireless network, the message does not travel as-is. It is encrypted, authenticated, encapsulated, and transformed as it descends the protocol stack from the applica…

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Computer Science Preprint PDF DOI

Asynchronous Quantum Distributed Computing: Causality, Snapshots, and Global Operations

Siddhartha Visveswara Jayanti, Anand Natarajan · 2026

We initiate the study of asynchronous quantum distributed systems, focusing on the case of implementing atomic quantum global operations that can be decomposed into a collection of local operations on…

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Computer Science Preprint PDF DOI

Towards Identification and Intervention of Safety-Critical Parameters in Large Language Models

Weiwei Qi, Zefeng Wu, Tianhang Zheng, Zikang Zhang, Xiaojun Jia, Zhan Qin, Kui Ren · 2026

Ensuring Large Language Model (LLM) safety is crucial, yet the lack of a clear understanding about safety mechanisms hinders the development of precise and reliable methodologies for safety interventi…

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Computer Science Preprint PDF DOI

Quantum Integrated Communication and Computing Over Multiple-Access Bosonic Channel

Ioannis Krikidis · 2026

We investigate a quantum integrated communication and computation (QICC) scheme for a single-mode bosonic multiple-access channel (MAC) with coherent-state signalling. By exploiting the natural superp…

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Computer Science Preprint PDF DOI

Wattlytics: A Web Platform for Co-Optimizing Performance, Energy, and TCO in HPC Clusters

Ayesha Afzal, Georg Hager, Gerhard Wellein · 2026

The escalating computational demands and energy footprint of GPU-accelerated computing systems complicate informed design and operational decisions. We present the first release of Wattlytics (https:/…

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Computer Science Preprint PDF DOI

Multimodal Reasoning with LLM for Encrypted Traffic Interpretation: A Benchmark

Longgang Zhang, Xiaowei Fu, Fuxiang Huang, Lei Zhang · 2026

Network traffic, as a key media format, is crucial for ensuring security and communications in modern internet infrastructure. While existing methods offer excellent performance, they face two key bot…

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Computer Science Preprint PDF DOI

Identifying bubble-like subgraphs in linear-time via a unified SPQR-tree framework

Francisco Sena, Aleksandr Politov, Corentin Moumard, Massimo Cairo, Romeo Rizzi, Manuel Caceres, Sebastian Schmidt, Juha Harviainen, Alexandru I. Tomescu · 2026

A fundamental algorithmic problem in computational biology is to find all subgraphs of a given type (superbubbles, snarls, and ultrabubbles) in a directed or bidirected input graph. These correspond t…

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Computer Science Preprint PDF DOI

From Gaze to Guidance: Interpreting and Adapting to Users' Cognitive Needs with Multimodal Gaze-Aware AI Assistants

Valdemar Danry, Javier Hernandez, Andrew Wilson, Pattie Maes, Judith Amores · 2026

Current LLM assistants are powerful at answering questions, but they have limited access to the behavioral context that reveals when and where a user is struggling. We present a gaze-grounded multimod…

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Computer Science Preprint PDF DOI

Log-based, Business-aware REST API Testing

Ding Yang, Ruixiang Qian, Zhao Wei, Zhenyu Chen, Chunrong Fang · 2026

REST APIs enable collaboration among microservices. A single fault in a REST API can bring down the entire microservice system and cause significant financial losses, underscoring the importance of RE…

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Computer Science Preprint PDF DOI

Lishu: A Real-Source Research Workbench for Elite Business Journal Search, Analysis, and Writing Support

Chuang Zhao, Hongke Zhao, Yichen Li, Xiaoquan Zhi, Songyue Guo · 2026

This paper presents Lishu, a deployable web artifact for searching, monitoring, and interpreting literature from elite business and management journals. The system integrates the UTD-24 and Financial …

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Computer Science Preprint PDF DOI

Same Outcomes, Different Journeys: A Trace-Level Framework for Comparing Human and GUI-Agent Behavior in Production Search Systems

Maria Movin, Claudia Hauff, Aron Henriksson, Panagiotis Papapetrou · 2026

LLM-driven GUI agents are increasingly used in production systems to automate workflows and simulate users for evaluation and optimization. Yet most GUI-agent evaluations emphasize task success and pr…

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Computer Science Preprint PDF DOI

From Clicking to Moving: Embodied Micro-Movements as a New Modality for Data Literacy Learning

Annabella Sakunkoo, Jonathan Sakunkoo · 2026

Widespread digital learning has expanded access to education but has resulted in highly sedentary, click-based interaction, contributing to digital fatigue, reduced cognitive flexibility, and health r…

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Computer Science Preprint PDF DOI

Density Decomposition on Hypergraphs

Xiaoyu Leng, Hongchao Qin, Rong-Hua Li · 2026

Decomposing hypergraphs is a key task in hypergraph analysis with broad applications in community detection, pattern discovery, and task scheduling. Existing approaches such as $k$-core and neighbor-$…

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Computer Science Preprint PDF DOI

From Uncertainty to Possibility: Early Computing Experiences for Rural Girls

Poornima Meegammana, Niranjan Meegammana, Chathurika Jayalath, Chethya Munasinghe, Kunal Gupta · 2026

Girls remain underrepresented in computing, and rural contexts often compound barriers of access, language, and gender norms. Prior work in computing education highlights that confidence and belonging…

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Computer Science Preprint PDF DOI

Behavior Latticing: Inferring User Motivations from Unstructured Interactions

Dora Zhao, Michelle S. Lam, Diyi Yang, Michael S. Bernstein · 2026

A long-standing vision of computing is the personal AI system: one that understands us well enough to address our underlying needs. Today's AI focuses on what users do, ignoring why they might be doin…

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Computer Science Preprint PDF DOI

FILCO: Flexible Composing Architecture with Real-Time Reconfigurability for DNN Acceleration

Xingzhen Chen, Jinming Zhuang, Zhuoping Yang, Shixin Ji, Sarah Schultz, Zheng Dong, Weisong Shi, Peipei Zhou · 2026

With the development of deep neural network (DNN) enabled applications, achieving high hardware resource efficiency on diverse workloads is non-trivial in heterogeneous computing platforms. Prior work…

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Computer Science Preprint PDF DOI

Triage: Routing Software Engineering Tasks to Cost-Effective LLM Tiers via Code Quality Signals

Lech Madeyski · 2026

Context: AI coding agents route every task to a single frontier large language model (LLM), paying premium inference cost even when many tasks are routine. Objectives: We propose Triage, a framework…

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Computer Science Preprint PDF DOI

Beyond Single Reports: Evaluating Automated ATT&CK Technique Extraction in Multi-Report Campaign Settings

Md Nazmul Haque, Sivana Hamer, Brandon Wroblewski, Md Rayhanur Rahman, Laurie Williams · 2026

Large-scale cyberattacks, referred to as campaigns, are documented across multiple CTI reports from diverse sources, with some providing a high-level overview of attack techniques and others providing…

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Computer Science Preprint PDF DOI

Mapping Child Malnutrition and Measuring Efficiency of Community Healthcare Workers through Location Based Games in India

Arka Majhi, Aparajita Mondal, Satish B. Agnihotri · 2026

In India, Community Healthcare Workers (CHWs) serve as critical intermediaries between the state and beneficiaries, including pregnant mothers and children. Effective planning and prioritization of ca…

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Computer Science Preprint PDF DOI

MARVEL: Multimodal Adaptive Reasoning-intensiVe Expand-rerank and retrievaL

Mahmoud SalahEldin Kasem, Mohamed Mahmoud, Mostafa Farouk Senussi, Mahmoud Abdalla, Abdelrahman Abdallah, Hyun-Soo Kang · 2026

Multimodal retrieval over text corpora remains a fundamental challenge: the best vision-language encoder achieves only 27.6 nDCG@10 on MM-BRIGHT, a reasoning-intensive multimodal retrieval benchmark, …

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