Risultati della ricerca - coding (algorithm OR (algorithmics OR algorithmicsics))

Leveraging Large Language Models and Machine Learning for Smart Contract Vulnerability Detection di Hossain, S M Mostaq, Altarawneh, Amani, Roberts, Jesse

Sommario: “... annotated vulnerabilities on which several LLMs alongside various traditional machine learning algorithms...”
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Accelerating Graph Indexing for ANNS on Modern CPUs di Wang, Mengzhao, Wu, Haotian, Ke, Xiangyu, Gao, Yunjun, Zhu, Yifan, Zhou, Wenchao

Sommario: “... efficiency and accuracy. Many modern vector databases utilize graph indexes as their core algorithms...”
Testo

ParEVO: Synthesizing Code for Irregular Data: High-Performance Parallelism through Agentic Evolution di Yang, Liu, Nie, Zeyu, Liu, Andrew, Zou, Felix, Altinbüken, Deniz, Yazdanbakhsh, Amir, Liu, Quanquan C.

Sommario: “... catastrophically on these tasks, generating code plagued by subtle race conditions, deadlocks, and sub-optimal...”
Testo

O3LS: Optimizing Lattice Surgery via Automatic Layout Searching and Loose Scheduling di Zhu, Chenghong, Wu, Xian, Chen, Jiahan, He, Keming, Wu, Junjie, Wang, Xin, Lao, Lingling

Sommario: “... is essential. Among various quantum error-correcting codes, the surface code stands out as a leading candidate...”
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Leveraging Ethical Narratives to Enhance LLM‐AutoML Generated Machine Learning Models di Jordan Nelson, Michalis Pavlidis, Andrew Fish, Nikolaos Polatidis, Yannis Manolopoulos

Sommario: “... is the quality of code generated by these models, which often contains errors and encourages poor programming...”
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When LLMs Pass Tests but Fail the Process: A Governance Framework and Empirical Study of Multi-Agent LLM Software Development di Bass, Tim

Sommario: “..., not merely a code-generation problem. The most serious failure mode is not code that crashes or tests...”
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The muphyII Code: Multiphysics Plasma Simulation on Large HPC Systems di Allmann-Rahn, Florian, Lautenbach, Simon, Deisenhofer, Magnus, Grauer, Rainer

Sommario: “... of scales that exceeds any code's capabilities. To help address this problem, the muphyII code utilizes a...”
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Constrained Decoding for Fill-in-the-Middle Code Language Models via Efficient Left and Right Quotienting of Context-Sensitive Grammars di Melcer, Daniel, Fulton, Nathan, Gouda, Sanjay Krishna, Qian, Haifeng

Sommario: “..., but come with no guarantee that their output code is syntactically correct. This paper contributes...”
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Towards Coarse-to-Fine Evaluation of Inference Efficiency for Large Language Models di Chen, Yushuo, Tang, Tianyi, Xiang, Erge, Li, Linjiang, Zhao, Wayne Xin, Wang, Jing, Chai, Yunpeng, Wen, Ji-Rong

Sommario: “... optimization algorithms and code libraries have been proposed to improve it. Nonetheless, users still find...”
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Large Language Models for Tuning Evolution Strategies di Kramer, Oliver

Sommario: “... process of providing programming instructions, executing the corresponding code, and conducting thorough...”
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Annotating and Inferring Compositional Structures in Numeral Systems Across Languages di Rubehn, Arne, Rzymski, Christoph, Ciucci, Luca, van Dam, Kellen Parker, Kučerová, Alžběta, Bocklage, Katja, Snee, David, Stephen, Abishek, List, Johann-Mattis

Sommario: “.... For a proper comparison of numeral systems across different languages, however, it is important to code...”
Testo

Quantum Error Correction Exploiting Degeneracy to Approach the Hashing Bound di Kasai, Kenta

Sommario: “... approaches, low-density parity-check codes over higher-order Galois fields have shown promising performance...”
Testo

Simultaneous Rational Function Codes: Improved Analysis Beyond Half the Minimum Distance with Multiplicities and Poles di Abbondati, Matteo, Guerrini, Eleonora, Lebreton, Romain

Sommario: “... function codes by addressing two important scenarios: multiplicities and poles (zeros of denominators...”
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FlashGMM: Fast Gaussian Mixture Entropy Model for Learned Image Compression di Murai, Shimon, Lin, Fangzheng, Katto, Jiro

Sommario: “... that must be built for rANS coding. This paper introduces a fast coding algorithm that entirely eliminates...”
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Adaptive Base Representation Theorem: An Alternative to Binary Number System di Kumar, Ravin

Sommario: “.... Additionally, the ABR number system is compatible with existing data compression algorithms like Huffman coding...”
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Identifier-Free Code Embedding Models for Scalable Search di Wolos, Eric, Doyle, Michael

Sommario: “... certain reverse engineering code representations, but that work does not cover bidirectional association...”
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Near-Optimal Communication Byzantine Reliable Broadcast under a Message Adversary di Albouy, Timothé, Frey, Davide, Gelles, Ran, Hazay, Carmit, Raynal, Michel, Schiller, Elad Michael, Taïani, François, Zikas, Vassilis

Sommario: “... Broadcast (MBRB) algorithm that communicates ${\cal O}(|m|+nκ)$ bits per node, where $|m|$ represents...”
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The Markov-Chain Polytope with Applications di Golin, Mordecai J., Patupat, Albert John Lalim

Sommario: “.... The original motivation was to find a cheapest binary AIFV-$m$ lossless code on a source alphabet of size $n...”
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Segment-Based Test Case Prioritization: A Multi-objective Approach di Huynh, Hieu, Pham, Nhu, Nguyen, Tien N., Nguyen, Vu

Sommario: “... techniques have been proposed for TCP, most rely on source code information which is usually not available...”
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EM-based Fast Uncertainty Quantification for Bayesian Multi-setup Operational Modal Analysis di Zhu, Wei, Li, Binbin, Zhu, Zuo

Sommario: “...The current Bayesian FFT algorithm relies on direct differentiation to obtain the posterior...”
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