All Papers

• 📖 Process-based Indicators of Vulnerability Re-Introducing Code Changes: An Exploratory Case Study

  Pre-print Manuscript arXiv 2025 Vulnerabilities arXiv:10.48550/arXiv.2510.26676

• 📖 What do we know about Hugging Face? A systematic literature review and quantitative validation of qualitative claims

  Conference Paper ESEM 2024 Literature Review

• 📖 Challenges and practices of deep learning model reengineering: A case study on computer vision

  Journal Article ESE 2024 Case Study

• 📖 An automated approach for improving the inference latency and energy efficiency of pretrained CNNs by removing irrelevant pixels with focused convolutions

  Conference Paper ASP-DAC 2024 Computer Vision

• 📖 PeaTMOSS: Mining Pre-Trained Models in Open-Source Software

  Pre-print Manuscript arXiv 2023 Dataset arXiv:10.48550/arXiv.2310.03620

• 📖 An Empirical Study of Pre-Trained Model Reuse in the Hugging Face Deep Learning Model Registry

  Conference Paper ICSE 2023 Empirical Study

• 📖 Reusing Deep Learning Models: Challenges and Directions in Software Engineering

  Vision Paper JVA 2023 PTM Reuse

• 📖 PTMTorrent: A Dataset for Mining Open-source Pre-trained Model Packages

  Conference Paper MSR 2023 Dataset

• 📖 Snapshot Metrics Are Not Enough: Analyzing Software Repositories with Longitudinal Metrics

  Conference Paper ASE 2022 Process Metrics

• 📖 An Empirical Study of Artifacts and Security Risks in the Pre-trained Model Supply Chain

  Workshop Paper SCORED 2022 PTM Supply Chain