Sunny Shree

According to our database, Sunny Shree authored at least 6 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

ABLE: Using Adversarial Pairs to Construct Local Models for Explaining Model Predictions.

Krishna Khadka, Sunny Shree, Pujan Budhathoki, Yu Lei, Raghu Kacker, D. Richard Kuhn

Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1, 2026

2025

Fairness Testing of Machine Learning Models using Combinatorial Testing in Latent Space.

Arjun Dahal, Sunny Shree, Yu Lei, Raghu N. Kacker, D. Richard Kuhn

Proceedings of the IEEE International Conference on Software Testing, Verification and Validation, ICST 2025 - Workshops, Naples, Italy, March 31, 2025

2024

Constructing Surrogate Models in Machine Learning Using Combinatorial Testing and Active Learning.

Sunny Shree, Krishna Khadka, Yu Lei, Raghu N. Kacker, D. Richard Kuhn

Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering, 2024

Assessing the Degree of Feature Interactions that Determine a Model Prediction.

Krishna Khadka, Sunny Shree, Yu Lei, Raghu N. Kacker, D. Richard Kuhn

Proceedings of the IEEE International Conference on Software Testing, Verification and Validation, ICST 2024, 2024

Proxima: A Proxy Model-Based Approach to Influence Analysis.

Sunny Shree, Yu Lei, Raghu N. Kacker, D. Richard Kuhn

Proceedings of the IEEE International Conference on Artificial Intelligence Testing, 2024

2022

DeltaExplainer: A Software Debugging Approach to Generating Counterfactual Explanations.

Sunny Shree, Jaganmohan Chandrasekaran, Yu Lei, Raghu N. Kacker, D. Richard Kuhn

Proceedings of the IEEE International Conference On Artificial Intelligence Testing, 2022