12 papers · ranked by Valyu relevance
Melih Peker, Ozcan Ozturk
Selecting a good set of optimization flags requires extensive effort and expert input. While most of the prior research considers using static, spatial, or dynamic features, some of the latest research directly applied deep neural networks to source code. We combined the static features, spatial features, and deep…
Yudam Seo, Tsvi Tlusty, Junghyo Jo, Marc Robinson-Rechavi
The origin and organizing principles of the genetic code remain central problems in molecular evolution. The low probability of the natural codon-to-amino acid mapping arising by chance has spurred the hypothesis that its structure is optimized for robustness to mutations and translational errors. For the construction…
ZiChuan He, Hui Zhong, XiaoHua Shi, ChangHai Zhao + 2 more
Deep neural networks (DNNs) are computationally intensive and optimized in different ways. Some compiler optimizations for DNNs could achieve performance almost the same as, or even better than, manual optimizations. However, the former mechanisms usually require an unbearably long optimization time in the tuning…
Ömer Şakar, Mohsen Safari, Marieke Huisman, Anton Wijs
GPU programs are widely used in industry. To obtain the best performance, a typical development process involves the manual or semi-automatic application of optimizations prior to compiling the code. Such optimizations can introduce errors. To avoid the introduction of errors, we can augment GPU programs with (pre- and…
Zhengbin Zou, Tao Jiang, Yizheng Wang, Tiancheng Xue + 2 more
The increasing complexity of software systems has rendered code vulnerability detection a critical aspect of software security. While deep learning-based approaches have advanced this field, challenges such as coarse-grained function-level detection, scalability limitations, and constrained accuracy persist. Although…
Ying Chen, Jianrong Bao, Yanhai Shang, Chao Liu + 5 more
To obtain efficient channel codes with high power efficiency at moderate signal-to-noise ratios (SNRs), an efficient high-rate protograph quasi-cyclic (QC) low-density parity-check (LDPC) codes is optimally constructed. By an optimized protograph template, the code framework is firstly produced by the extensions of the…
Yang Liu, Wei Tan
Differential equation-driven evolution strategies are often associated with boundary-driven topology optimization methods, such as the level set method. However, differential equations can also be utilized effectively in density-based approaches. This paper presents a design update scheme formulated using differential…
Zhihua Wang, Junfan Chen, Zixiang Wei, Lan Lin + 2 more
Internet of Things (IoT), sensor-network, and cyber-physical system (CPS) software increasingly relies on large language models (LLMs) and autonomous agents for code generation, maintenance, and vulnerability repair. However, LLM-generated edge services, telemetry APIs, configuration handlers, and data-aggregation…
Sajid Mehmood, Aqleema Arooj, Ahmad Sami Al-Shamayleh, Samera Batool + 4 more
The high rate of increase in the deep learning tasks as well as heterogeneous computing systems necessitates compilers that achieve low compile time and high performance. The current state of the art in the use of tensor compilers is based on exhaustive search, a slow and prohibitive process, or heuristics at the…
Aiman H. H. Al-Masoodi, Nasir Shafiq, Abtisam Hasan Hamood Al-Masoodi
Recently, there has been advancement in tall building design to achieve lighter structures, which led to an increase in the challenges that are related to wind resistance and cost efficiency. This study is to provide multi-optimization gathering between the aerodynamic optimization with a radial basis function…
Ali Asghari, Mohammadhossein Mohammadi, Heming Jia
Metaheuristic algorithms are widely used to find optimal or near-optimal solutions for complex problems by taking inspiration from natural behaviors and processes. Although many different methods have been developed, a common problem in many of them is maintaining a good balance between exploration and exploitation and…
Japan K. Patel, Anthony Magliari, Gregory Gill, Todd A. Wareing + 12 more
3## Data Format and Usage Notes We distribute MAAS-SFRThelper as source code that the user compiles in Visual Studio against their local ESAPI installation. Building the code produces a single DLL with all third-party dependencies bundled. Alternatively, precompiled versions are available on the releases tab on GitHub.…