MASALA: Model-Agnostic Surrogate Explanations by Locality Adaptation. - Saif Anwar; Nathan Griffiths; Abhir Bhalerao; Thomas Popham (HI-AI@KDD, 2024)

CHILLI: A data context-aware perturbation method for XAI. - Saif Anwar; Nathan Griffiths; Abhir Bhalerao; Thomas Popham (CoRR, 2024)

Selective Updates and Adaptive Masking for Communication-Efficient Federated Learning. - Alexander Herzog; Robbie Southam; Othmane Belarbi; Saif Anwar; Marcello Bullo; Pietro Carnelli; Aftab Khan 001 (IEEE Trans. Green Commun. Netw., 2024)

STX-Search: Explanation Search for Continuous Dynamic Spatio-Temporal Models. - Saif Anwar; Nathan Griffiths; Thomas Popham; Abhir Bhalerao (CoRR, 2025)