ECAT: A Entire space Continual and Adaptive Transfer Learning Framework for Cross-Domain Recommendation

C Hou, Y Zhou, Y Cao, T Liu - Proceedings of the 47th International ACM …, 2024 - dl.acm.org
In industrial recommendation systems, there are several mini-apps designed to meet the
diverse interests and needs of users. The sample space of them is merely a small subset of …

Enabling Asymmetric Knowledge Transfer in Multi-Task Learning with Self-Auxiliaries

O Graffeuille, YS Koh, J Wicker, M Lehmann - arxiv preprint arxiv …, 2024 - arxiv.org
Knowledge transfer in multi-task learning is typically viewed as a dichotomy; positive
transfer, which improves the performance of all tasks, or negative transfer, which hinders the …