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1. DEFault-DNN-DebuggingDEFault-DNN-DebuggingPublic

   This repository provides all necessary code and data to reproduce the experiments from the ICSE - 2025 accepted paper: "Improved Detection and Diagnosis of Faults in Deep Neural Networks using Hier…

   Python 10 1

2. Bug-Localization-Challenges-DLBug-Localization-Challenges-DLPublic

   This repository serves as the code repository for the accepted paper of EMSE 2025 of "Towards Understanding the Challenges of Bug Localization in Deep Learning Systems"

   Jupyter Notebook 3 1

3. Taxonomy-of-Faults-ABNNTaxonomy-of-Faults-ABNNPublic

   This repository contains the complete artifact and replication package for the ICSE 2026 submission: "Why Attention Fails: A Taxonomy of Faults in Attention-Based Neural Networks"

   Python 2 1

4. DEFaultplusplus-Transformer-DebuggingDEFaultplusplus-Transformer-DebuggingPublic

   DEFault++ fault debugging study codebase, datasets, and analysis pipelines.

   Python 2

5. Hessian_Analysis_ABNNHessian_Analysis_ABNNPublic

   For FSE 2025 work on Hessian Analysis in Attention Models!

   Python