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Iadh Ounis — most-cited papers & profile · Recommender Systems
← authors
·
overview
Iadh Ounis
14
papers ·
217
citations ·
50
h-index
University of Glasgow
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Exploring Data Splitting Strategies for the Evaluation of Recommendation Models
2020 · 88 citations
Leveraging Review Properties for Effective Recommendation
2021 · 28 citations
Contrastive Graph Prompt-tuning for Cross-domain Recommendation
2023 · 27 citations
Modelling User Preferences using Word Embeddings for Context-Aware Venue Recommendation
2016 · 21 citations
A Social-aware Gaussian Pre-trained Model for Effective Cold-start Recommendation
2023 · 15 citations
A Unified Graph Transformer for Overcoming Isolations in Multi-modal Recommendation
2024 · 15 citations
Graph Neural Pre-training for Enhancing Recommendations using Side Information
2021 · 8 citations
Variational Bayesian Context-aware Representation for Grocery Recommendation
2019 · 7 citations
Large Multi-modal Encoders for Recommendation
2023 · 4 citations
The Simpson's Paradox in the Offline Evaluation of Recommendation Systems
2021 · 3 citations
A Directional Diffusion Graph Transformer for Recommendation
2024 · 1 citations
KERAG_R: Knowledge-Enhanced Retrieval-Augmented Generation for Recommendation
2025
RecRankerEval: A Flexible and Extensible Framework for Top-k LLM-based Recommendation
2025
Top co-authors
Craig Macdonald
· 9
Zixuan Yi
· 6
Richard McCreadie
· 3
Xi Wang
· 3
Zaiqiao Meng
· 3
Siwei Liu
· 2
Zeyuan Meng
· 2
Amir H. Jadidinejad
· 1
Jarana Manotumruksa
· 1
Zijun Long
· 1
Topics
Ranking & CTR
Collaborative Filtering
Graph-based
Two-Tower & Retrieval
LLM-based
Cold Start & Cross-Domain