Publications

Manuscripts Under Review / Preparation

• Data Debugging: Resolving Misclassifications in Machine Learning Models
  Sunny Shree , Yu Lei, D. Richard Kuhn, and Raghu Kacker.
  Under Review.

• Effect Of Model Compression on Influence Analysis
  Sunny Shree , Yu Lei, D. Richard Kuhn, and Raghu Kacker.
  Under Preparation.

2026

• ABLE: Using Adversarial Pairs to Construct Local Models for Explaining Model Predictions
  Krishna Khadka, Sunny Shree, Yu Lei, D. Richard Kuhn, and Raghu Kacker.
  In Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD ‘26), ACM – Preprint.

2025

• Fairness Testing of Machine Learning Models Using Combinatorial Testing in Latent Space
  Arjun Dahal, Sunny Shree, Yu Lei, D. Richard Kuhn, and Raghu Kacker.
  In 2025 IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW), IEEE – Article.

2024

• Leveraging Software Testing Techniques to Explain, Analyze, and Debug Machine Learning Models
  Sunny Shree.
  Computer Science and Engineering Dissertations. 400. MavMatrix – Article.

• Constructing Surrogate Models in Machine Learning Using Combinatorial Testing and Active Learning
  Sunny Shree , Krishna Khadka, Yu Lei, D. Richard Kuhn, and Raghu Kacker.
  In Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering (ASE ‘24). Association for Computing Machinery, New York, NY, USA, 1645–1654. IEEE/ACM – Article.

• Proxima: A Proxy Model Based Approach To Influence Analysis
  Sunny Shree , Jaganmohan Chandrasekaran, Yu Lei, D. Richard Kuhn, and Raghu Kacker.
  In 2024 IEEE International Conference On Artificial Intelligence Testing (AITest), IEEE – Article.

• Assessing the Degree of Feature Interactions that Determine a Model Prediction
  Krishna Khadka, Sunny Shree , Yu Lei, Raghu Kacker, and D. Richard Kuhn. In 2024 IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW), IEEE – Article).

2022

• DeltaExplainer: A Software Debugging Approach to Generating Counterfactual Explanations
  Sunny Shree , Jaganmohan Chandrasekaran, Yu Lei, D. Richard Kuhn, and Raghu Kacker.
  In 2022 IEEE International Conference On Artificial Intelligence Testing (AITest), IEEE – Article.