Multi-modality is all you need for transferable recommender systems
ID-based Recommender Systems (RecSys), where each item is assigned a unique identifier
and subsequently converted into an embedding vector, have dominated the de-signing of …
and subsequently converted into an embedding vector, have dominated the de-signing of …
Disentangled Graph Variational Auto-Encoder for Multimodal Recommendation With Interpretability
Multimodal recommender systems amalgamate multimodal information (eg, textual
descriptions, images) into a collaborative filtering framework to provide more accurate …
descriptions, images) into a collaborative filtering framework to provide more accurate …
Advancing Sustainability via Recommender Systems: A Survey
Human behavioral patterns and consumption paradigms have emerged as pivotal
determinants in environmental degradation and climate change, with quotidian decisions …
determinants in environmental degradation and climate change, with quotidian decisions …
Efficient and Effective Adaptation of Multimodal Foundation Models in Sequential Recommendation
Multimodal foundation models (MFMs) have revolutionized sequential recommender
systems through advanced representation learning. While Parameter-efficient Fine-tuning …
systems through advanced representation learning. While Parameter-efficient Fine-tuning …