Pruning by Explaining Revisited: Optimizing Attribution Methods to Prune CNNs and Transformers. - Sayed Mohammad Vakilzadeh Hatefi; Maximilian Dreyer; Reduan Achtibat; Thomas Wiegand 001; Wojciech Samek; Sebastian Lapuschkin (ECCV Workshops (21), 2024)

AttnLRP: Attention-Aware Layer-Wise Relevance Propagation for Transformers. - Reduan Achtibat; Sayed Mohammad Vakilzadeh Hatefi; Maximilian Dreyer; Aakriti Jain; Thomas Wiegand 001; Sebastian Lapuschkin; Wojciech Samek (ICML, 2024)

Attribution-guided Pruning for Compression, Circuit Discovery, and Targeted Correction in LLMs. - Sayed Mohammad Vakilzadeh Hatefi; Maximilian Dreyer; Reduan Achtibat; Patrick Kahardipraja; Thomas Wiegand 001; Wojciech Samek; Sebastian Lapuschkin (CoRR, 2025)