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Craig Macdonald — most-cited papers & profile · Recommender Systems
← authors
·
overview
Craig Macdonald
13
papers ·
243
citations ·
46
h-index
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Most-cited papers
Exploring Data Splitting Strategies for the Evaluation of Recommendation Models
2020 · 88 citations
Effective and Efficient Training for Sequential Recommendation using Recency Sampling
2022 · 31 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
Generative Sequential Recommendation with GPTRec
2023 · 9 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
Aligning GPTRec with Beyond-Accuracy Goals with Reinforcement Learning
2024 · 1 citations
Top co-authors
Iadh Ounis
· 9
Aleksandr V. Petrov
· 3
Richard McCreadie
· 3
Zaiqiao Meng
· 3
Siwei Liu
· 2
Xi Wang
· 2
Zixuan Yi
· 2
Amir H. Jadidinejad
· 1
Jarana Manotumruksa
· 1
Zijun Long
· 1
Topics
Collaborative Filtering
Ranking & CTR
Graph-based
Sequential & Session
LLM-based
Two-Tower & Retrieval
Cold Start & Cross-Domain