3 papers
cs.IR2025
Efficient Large-Scale Cross-Domain Sequential Recommendation with Dynamic State Representations
Manuel V. Loureiro, Steven Derby, Aleksei Medvedev +3
Recently, autoregressive recommendation models (ARMs), such as Meta's HSTU model, have emerged as a major breakthrough over traditional Deep Learning Recommendation Models (DLRMs),…
cs.IR2024
Rs4rs: Semantically Find Recent Publications from Top Recommendation System-Related Venues
Tri Kurniawan Wijaya, Edoardo D'Amico, Gabor Fodor +1
Rs4rs is a web application designed to perform semantic search on recent papers from top conferences and journals related to Recommender Systems. Current scholarly search engine to…
cs.CL2023
Topics as Entity Clusters: Entity-based Topics from Large Language Models and Graph Neural Networks
Manuel V. Loureiro, Steven Derby, Tri Kurniawan Wijaya
Topic models aim to reveal latent structures within a corpus of text, typically through the use of term-frequency statistics over bag-of-words representations from documents. In re…