2026

Munetsi, Ruvimbo Maud ORCID: 0009-0004-9458-8382, Mukande, Tendai ORCID: 0000-0002-0654-7141 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2026) Morphology-Aware Retrieval for Low-Resource Environments: Advancing Information Retrieval for Shona Language. In: 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, 20-24 July 2026, Melbourne, Australia. ISBN 979-8-4007-2599-9/2026/07 (In Press)

Mukande, Tendai ORCID: 0000-0002-0654-7141 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2026) Towards Self-Evolving Knowledge Systems: Enhancing Multimodal Agentic RAG with Hyperbolic Flows. In: 16th ACM International Conference on Multimedia Retrieval, 16-19 June 2026, Amsterdam, Netherlands. ISBN 979-8-4007-2617-0/2026/06 (In Press)

2025

Mukande, Tendai ORCID: 0000-0002-0654-7141 (2025) Hypergraph Representation Learning for Efficient Recommender Systems - Towards Better Performance at Lower Computational Cost. PhD thesis, Dublin City University.

Mukande, Tendai ORCID: 0000-0002-0654-7141, Dinkov, Dimiter ORCID: 0009-0008-3038-9658, Superbo, Riccardo ORCID: 0009-0007-5122-0440 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2025) Accelerating Workflows in Video Game Translation: A Recommender System for Review and Post-Edit Assignments. ACM Transactions on Recommender Systems . ISSN 2770-6699

Mukande, Tendai ORCID: 0000-0002-0654-7141, Ali, Esraa ORCID: 0000-0003-1600-3161, Caputo, Annalina ORCID: 0000-0002-7144-8545, Dong, Ruihai ORCID: 0000-0002-2509-1370 and O'Connor, Noel ORCID: 0000-0002-4033-9135 (2025) Towards Efficient Hypergraph Representation Learning for Multi-Behaviour Recommender Systems. In: WWW '25: The ACM Web Conference 2025, 28 April - 02 May 2025, Sydney NSW Australia. ISBN 9798400713316

2024

Mukande, Tendai ORCID: 0000-0002-0654-7141, Ali, Esraa ORCID: 0000-0003-1600-3161, Caputo, Annalina ORCID: 0000-0002-7144-8545, Dong, Ruihai ORCID: 0000-0002-2509-1370 and O’Connor, Noel E. ORCID: 0000-0002-4033-9135 (2024) MMCRec: Towards Multi-modal Generative AI in Conversational Recommendation. In: 46th European Conference on Information Retrieval, ECIR 2024, 24 - 28 March, 2024, Glasgow, UK. ISBN 978-3-031-56063-7

2023

Mukande, Tendai ORCID: 0000-0002-0654-7141, Ali, Esraa ORCID: 0000-0003-1600-3161, Caputo, Annalina ORCID: 0000-0002-7144-8545, Dong, Ruihai ORCID: 0000-0002-2509-1370 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2023) A Flash Attention Transformer for Multi-Behaviour Recommendation. In: CIKM '23: The 32nd ACM International Conference on Information and Knowledge Management, 21 - 25 Oct. 2023, Birmingham United Kingdom. ISBN 9798400701245

2022

Mukande, Tendai ORCID: 0000-0002-0654-7141 (2022) Heterogeneous graph representation learning for multi-target cross-domain recommendation. In: Sixteenth ACM Conference on Recommender Systems (RecSys ’22), 18-23 Sept 2022, Seattle, WA, USA.