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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

Banani Roy

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Preprint Aug 2026

MergeSE: Post-Hoc Model Merging for Software Engineering Tasks Without Retraining

An open-source CLI and web tool for training-free model merging of HuggingFace encoder checkpoints, motivated by OOD generalization in clone detection, which supports SE classification workflows more broadly through a built-in registry of nine task types, including vulnerability detection, defect prediction, and code-s...

Palash Ranjan Roy, Banani Roy, Kevin A. Schneider et al. · 1 citation
Book Open access Aug 2026

A Unified Model for Cross-Domain Clone Detection via Model Merging

This work provides one of the first systematic empirical studies of model merging for software engineering and a practical recipe for building cross-domain code clone detectors.

Palash Ranjan Roy, Banani Roy, Kevin A. Schneider et al. · 1 citation

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