Effect of Pruning on Catastrophic Forgetting in Growing Dual Memory Networks. - Wei Shiung Liew; Chu Kiong Loo; Vadym Gryshchuk; Cornelius Weber; Stefan Wermter (IJCNN, 2019)

Lifelong Learning from Event-based Data. - Vadym Gryshchuk; Cornelius Weber; Chu Kiong Loo; Stefan Wermter (ESANN, 2021)

Go ahead and do not forget: Modular lifelong learning from event-based data. - Vadym Gryshchuk; Cornelius Weber; Chu Kiong Loo; Stefan Wermter (Neurocomputing, 2022)

An EEG Dataset of Word-level Brain Responses for Semantic Text Relevance. - Vadym Gryshchuk; Michiel M. A. Spapé; Maria Maistro; Christina Lioma; Tuukka Ruotsalo (SIGIR, 2025)

Contrastive self-supervised learning for neurodegenerative disorder classification. - Vadym Gryshchuk; Devesh Singh; Stefan Teipel; Martin Dyrba (Frontiers Neuroinformatics, 2025)