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  • All (21701) +125
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  • Software (11335) +62
  • IT (6052) +48
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  • All (21701) +125
    • AI (3284) +10
    • DevOps (975) +3
    • Software (11335) +62
    • IT (6052) +48
    • Education (54) +1
  • Notice
  • All (21701) +125
  • AI (3284) +10
  • DevOps (975) +3
  • Software (11335) +62
  • IT (6052) +48
  • Education (54) +1
  • Notice
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  • 2 months ago · ai

    [Paper] Can LLMs Recover Program Semantics? A Systematic Evaluation with Symbolic Execution

    Obfuscation poses a persistent challenge for software engineering tasks such as program comprehension, maintenance, testing, and vulnerability detection. While ...

    #LLM #symbolic execution #code deobfuscation #program semantics #research
  • 2 months ago · ai

    [Paper] Theoretical and Empirical Analysis of Lehmer Codes to Search Permutation Spaces with Evolutionary Algorithms

    A suitable choice of the representation of candidate solutions is crucial for the efficiency of evolutionary algorithms and related metaheuristics. We focus on ...

    #research #paper #ai
  • 2 months ago · software

    [Paper] LLMAID: Identifying AI Capabilities in Android Apps with LLMs

    Recent advancements in artificial intelligence (AI) and its widespread integration into mobile software applications have received significant attention, highli...

    #research #paper #software
  • 2 months ago · ai

    [Paper] LLM-Driven Kernel Evolution: Automating Driver Updates in Linux

    Linux kernel evolution breaks drivers through API/ABI changes, semantic shifts, and security-hardening updates. We introduce DRIVEBENCH, an executable corpus of...

    #research #paper #ai #machine-learning
  • 2 months ago · software

    [Paper] Optimization-Aware Test Generation for Deep Learning Compilers

    Deep Learning (DL) compilers have been widely utilized to optimize DL models for efficient deployment across various hardware. Due to their vital role in the DL...

    #research #paper #software
  • 2 months ago · software

    [Paper] VecIntrinBench: Benchmarking Cross-Architecture Intrinsic Code Migration for RISC-V Vector

    Intrinsic functions are specialized functions provided by the compiler that efficiently operate on architecture-specific hardware, allowing programmers to write...

    #research #paper #software
  • 2 months ago · ai

    [Paper] Time Travel: LLM-Assisted Semantic Behavior Localization with Git Bisect

    We present a novel framework that integrates Large Language Models (LLMs) into the Git bisect process for semantic fault localization. Traditional bisect assume...

    #research #paper #ai #machine-learning
  • 2 months ago · ai

    [Paper] Pre-Filtering Code Suggestions using Developer Behavioral Telemetry to Optimize LLM-Assisted Programming

    Large Language Models (LLMs) are increasingly integrated into code editors to provide AI-powered code suggestions. Yet many of these suggestions are ignored, re...

    #research #paper #ai #machine-learning
  • 2 months ago · ai

    [Paper] Optimizing LLM Code Suggestions: Feedback-Driven Timing with Lightweight State Bounds

    Large Language Models (LLMs) have transformed code auto-completion by generating context-aware suggestions. Yet, deciding when to present these suggestions rema...

    #research #paper #ai #machine-learning
  • 2 months ago · software

    [Paper] Summary-Mediated Repair: Can LLMs use code summarisation as a tool for program repair?

    Large Language Models (LLMs) often produce code with subtle implementation-level bugs despite strong benchmark performance. These errors are hard for LLMs to sp...

    #research #paper #software
  • 2 months ago · ai

    [Paper] Modeling Bioelectric State Transitions in Glial Cells: An ASAL-Inspired Computational Approach to Glioblastoma Initiation

    Understanding how glioblastoma (GBM) emerges from initially healthy glial tissue requires models that integrate bioelectrical, metabolic, and multicellular dyna...

    #research #paper #ai
  • 2 months ago · ai

    [Paper] Robust Differential Evolution via Nonlinear Population Size Reduction and Adaptive Restart: The ARRDE Algorithm

    This study is motivated by a robustness issue in numerical optimization of bound-constrained problems: many algorithms that perform well on a particular benchma...

    #research #paper #ai

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