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Joemon M. Jose — most-cited papers & profile · Recommender Systems
← authors
·
overview
Joemon M. Jose
15
papers ·
263
citations ·
44
h-index
University of Glasgow
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Self-Supervised Reinforcement Learning for Recommender Systems
2020 · 211 citations
Reinforcement Learning-based Recommender Systems with Large Language Models for State Reward and Action Modeling
2024 · 18 citations
TransRec: Learning Transferable Recommendation from Mixture-of-Modality Feedback
2022 · 8 citations
Large Language Model driven Policy Exploration for Recommender Systems
2025 · 6 citations
Efficient and Effective Adaptation of Multimodal Foundation Models in Sequential Recommendation
2024 · 1 citations
Are Multimodal Embeddings Truly Beneficial for Recommendation? A Deep Dive into Whole vs. Individual Modalities
2025
Beyond One-Size-Fits-All: A Study of Neural and Behavioural Variability Across Different Recommendation Categories
2025
CROSSAN: Towards Efficient and Effective Adaptation of Multiple Multimodal Foundation Models for Sequential Recommendation
2025
Supervised Advantage Actor-Critic for Recommender Systems
2021
Top co-authors
Ioannis Arapakis
· 6
Alexandros Karatzoglou
· 5
Jie Wang
· 3
Junchen Fu
· 3
Xin Xin
· 3
Kaiwen Zheng
· 2
Xuri Ge
· 2
Yongxin Ni
· 2
Beibei Kong
· 1
Bo Hu
· 1
Carlos Segura
· 1
Chenyun Yu
· 1
Topics
Sequential & Session
Ranking & CTR
LLM-based
Collaborative Filtering
Cold Start & Cross-Domain
Two-Tower & Retrieval
Graph-based
cs.CY
cs.IR
Fairness & Ethics