Go Source Code Vulnerability Detection Method Based on Graph Neural Network by Lisha Yuan, Yong Fang, Qiang Zhang, Zhonglin Liu, Yijia Xu

“…Furthermore, ablation experiments confirm that the proposed feature fusion method effectively extracts deep vulnerability features.…”
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Evaluation of Generative AI Models in Python Code Generation: A Comparative Study by Dominik Palla, Antonin Slaby

“…Gemini models showed limitations in handling complex code. Cost-effective options like Claude 3 Haiku and Gemini 1.5 Flash were budget-friendly and maintained good accuracy on simpler problems. …”
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Scaling hermeneutics: a guide to qualitative coding with LLMs for reflexive content analysis by Zackary Okun Dunivin

“…These strategies can guide both traditional and computational scholars aiming to harness automation effectively and responsibly—maintaining the creative, reflexive rigor of qualitative coding while capitalizing on the efficiency afforded by LLMs.…”
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Wireless Secure Communication Based on Code Domain Space-Time Modulated Metasurface by Xinyu Fang, Xuezhi Zheng, Mengmeng Li, Zhiyu Li, Dazhi Ding

“…This showcases the effectiveness of the proposed secure communication system.…”
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Synthetic Data Generation Using Large Language Models: Advances in Text and Code by Mihai Nadas, Laura Diosan, Andreea Tomescu

“…We examine how these methods can enrich low-resource tasks (e.g. classification, question answering) and facilitate code-centric applications (e.g. instruction tuning, code translation, bug repair) through automated verification of functional correctness. …”
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Cloud software code generation via knowledge graphs and multi-modal learning by Fanlong Zhang, Huanming Chen, Quan Chen, Jianqi Liu

“…To realize this integration, we design a framework that employs shared-retentive networks (shared-RetNet) and an AST-based Transformer to extract and align features from natural language, code tokens, and ASTs. By applying contrastive loss and cross-attention mechanisms, our method effectively fuses diverse modalities to strengthen code generation performance. …”
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Exosomal non-coding RNAs: key regulators of inflammation-related cardiovascular disorders by Mohamed J. Saadh, Faris Anad Muhammad, Rafid Jihad Albadr, Gaurav Sanghvi, Suhas Ballal, Piyus Kumar Pathak, Lakshay Bareja, Zafar Aminov, Waam Mohammed Taher, Mariem Alwan, Mahmood Jasem Jawad, Ali M. Ali Al-Nuaimi

“…They can transport substances like non-coding RNAs, lipids, and proteins between cells, influencing immune responses and inflammation to elicit harmful or healing effects. …”
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Tailorable codes for lattice-based KEMs with applications to compact ML-KEM instantiations by Thales B. Paiva, Marcos A. Simplicio Jr, Syed Mahbub Hafiz, Bahattin Yildiz, Eduardo L. Cominetti, Henrique S. Ogawa

“…A common procedure for compressing these objects consists essentially of dropping some of their least significant bits. Albeit effective for compression, there is a limit to the number of bits to be dropped before we get a noticeable decryption failure rate (DFR), which is a security concern. …”
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A Radar-Based Fast Code for Rainfall Nowcasting over the Tuscany Region by Alessandro Mazza, Andrea Antonini, Samantha Melani, Alberto Ortolani

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Creating Balance on Bandwidth Consumption using Network Coding in Wireless Sensor Networks by Ehsan Kharati

“…In recent years, Network Coding (NC) has been used to increase performance and efficiency in Wireless Sensor Networks (WSNs). …”
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Assessing Compliance: Violations of WHO Code in Breast Milk Substitute Marketing, Ecuador by Betzabé Tello, Silva‐Jaramillo Katherine, Tutasi‐Lozada Angélica, Caicedo‐Borrás Rocío, Valencia Luz María, Rodríguez Estefanía

“…Despite existing regulations, the pervasive advertising and substantial investment in BMS marketing across various media underscore significant enforcement gaps. To effectively safeguard maternal and child health, Ecuador must fully incorporate and rigorously enforce all Code recommendations within its national legislation.…”
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Development of PYMUS+ Code for Quantitative Evaluation of Nuclear Material Accounting (NMA) System by Byung Hee Won, Hee-Sung Shin, Se Hwan Park, Seong-Kyu Ahn

“…In the present work, some intercomparative studies were conducted to verify the M&S techniques applied in this code. It is expected that this code will be a useful tool for evaluation of NRTA system of pyroprocessing and other reprocessing facilities.…”
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ANALYSIS OF THE APPLICATION OF CODE-LOCATION POSITIONING IN THE EASTERN DIRECTION OF THE WEST SIBERIAN RAILWAY by Oleg V. Shugaev, Oksana D. Pokrovskaya, Vasily V. Pochetukha, Sergey V. Lemikhov

“…The final section describes recommendations for improving operating conditions using the data obtained and the author's assessment of the effectiveness of the rolling stock code-location positioning system on a separate stretch of the main line section of the Eastern direction of the West Siberian Railway.…”
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Huffman coding-based data reduction and quadristego logic for secure image steganography by Irsyad Fikriansyah Ramadhan, Ntivuguruzwa Jean De La Croix, Tohari Ahmad, Andre Uzamurengera

“…Embedding large amounts of data can cause noticeable distortion in image quality, undermining the technique’s effectiveness. Furthermore, current methods lack adaptability to diverse cover media and struggle to maintain reversibility and high visual quality under increased embedding capacities. …”
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Long non-coding RNA in IgA nephropathy: a comprehensive review by Xiaoxuan Huang, Lan Chen, Jinxuan He, Jianhui Tang, Zhixiang Mou

“…However, the precise pathogenesis of IgAN remains elusive. Long non-coding RNAs (lncRNAs), non-protein-coding transcripts that regulate gene expression, have been found to exhibit distinct expression patterns in various disease states. …”
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The intersection of ferroptosis and non-coding RNAs: a novel approach to ovarian cancer by Youyi Jiang, Tamara Nazar Saeed, Karar H. Alfarttoosi, Ashok Kumar Bishoyi, M. M. Rekha, Mayank Kundlas, Bhavik Jain, Jasur Rizaev, Waam Mohammed Taher, Mariem Alwan, Mahmood Jasem Jawad, Ali M. Ali Al-Nuaimi

“…Current research has shed light on the critical functions of non-coding RNAs, such as circRNAs, lncRNAs, and miRNAs, in regulating ferroptosis in ovarian cancer. …”
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MAGECODE: Machine-Generated Code Detection Method Using Large Language Models by Hung Pham, Huyen Ha, van Tong, Dung Hoang, Duc Tran, Tuyen Ngoc Le

“…Consequently, various machine-generated text (MGT) detection methods, developed from metric-based and model-based approaches, were proposed and shown to be highly effective. The model-based MGT methods often encounter difficulties when dealing with source code due to disparities in semantics compared to natural languages. …”
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Color QR Codes for Smartphone-Based Analysis of Free Chlorine in Drinking Water by María González-Gómez, Ismael Benito-Altamirano, Hanna Lizarzaburu-Aguilar, David Martínez-Carpena, Joan Daniel Prades, Cristian Fàbrega

“…Free chlorine (FC) plays a crucial role in ensuring the safety of drinking water by effectively inactivating pathogenic microorganisms. …”
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A Polar-Coded PAPR Reduction Scheme Based On Hybrid Index Modulation by Si-Yu Zhang, Xinwei Yue, Behnam Shahrrava, Yuexia Zhang, Gongpu Wang

“…Simulation results demonstrate that the proposed PAPR reduction scheme (PC-HIM and LC-PC-HIM) outperforms existing polar code-based PAPR reduction schemes by at most 12.5%, delivering the most effective PAPR reduction performance. …”
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The application of quality control circle in improving the accuracy of ICD coding on medical records by Wenjing Ou, Peiyan Chang, Jinghua Zhou, Zhiqiang Zhou, Mingfang Jiang, Chao Wu

“…Abstract Objective This study aims to explore effective methods for reducing the International Classification of Diseases (ICD) coding error rate on the first page of inpatient cases using Quality Control Circle (QCC) management tools. …”
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