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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Hai Jin

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Book Open access Oct 2026

From Function to Repository: Towards Understanding and an Agentic Approach for Repo-Level Directed Input Generation

AgenticDIG is designed, an agentic workflow that integrates target-oriented analysis, intention extraction, fault injection, fault injection, and iterative feedback to improve repository-level DIG.

Hao-Yu Wang, Ming Wen, Hao-Ran Yan et al. · 0 citations
Book Open access Sep 2026

Validating Rust Compilers with Trait-Type Constraint Graph

This work proposes a validation methodology based on a novel concept of Trait-Type Constraint Graph (TTCG), a graph that captures semantic relationships between traits and types and enables the derivation of the Trait Constraint Space (TCS) for systematic exploration.

Xin Lai, Ming Wen, Xiao-Fei Liao et al. · 0 citations
Open access Aug 2026

Semantically-Equivalent Transformations-Based Backdoor Attacks against Neural Code Models: Characterization and Mitigation

Semantically-Equivalent Transformation (SET)-based backdoor attacks are introduced, a new class of attacks that use semantics-preserving low-prevalence code transformations to generate stealthy triggers and are proposed as a framework for constructing and prioritizing such triggers.

Junyao Ye, Zhen Li, Xi Tang et al. · 0 citations

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