Zeyuan Meng
Research title: Deep Knowledge Graph Learning for Recommender Systems
Publications
2025
Meng, Zeyuan, Yi, Zixuan and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223
(2025)
Knowledge-Enhanced Multi-Agent for LLM-based Recommendation.
In: 48th European Conference on Information Retrieval (ECIR 2026), Delft, The Netherlands, 30 March - 1 April 2026,
(Accepted for Publication)
Meng, Zeyuan, Yi, Zixuan and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223
(2025)
RecRankerEval: A Reproducible Framework for Deploying and Evaluating LLM-based Top-k Recommenders.
In: 48th European Conference on Information Retrieval (ECIR 2026), Delft, The Netherlands, 30 March - 1 April 2026,
(Accepted for Publication)
2024
Meng, Zeyuan, Yi, Zixuan and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223
(2024)
Knowledge-Enhanced Multi-Behaviour Contrastive Learning for Effective Recommendation.
In: 18th ACM Conference on Recommender Systems, Bari, Italy, 14-18 Oct 2024,
pp. 1016-1021.
ISBN 9798400705052
(doi: 10.1145/3640457.3688186)
Meng, Zeyuan, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223, Macdonald, Craig
ORCID: https://orcid.org/0000-0003-3143-279X and Yi, Zixuan
(2024)
Knowledge Graph Cross-View Contrastive Learning for Recommendation.
In: 46th European Conference on Information Retrieval (ECIR2024), Glasgow, Scotland, 24-28 March 2024,
pp. 3-18.
ISBN 9783031560620
(doi: 10.1007/978-3-031-56063-7_1)
Conference Proceedings
Meng, Zeyuan, Yi, Zixuan and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223
(2025)
Knowledge-Enhanced Multi-Agent for LLM-based Recommendation.
In: 48th European Conference on Information Retrieval (ECIR 2026), Delft, The Netherlands, 30 March - 1 April 2026,
(Accepted for Publication)
Meng, Zeyuan, Yi, Zixuan and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223
(2025)
RecRankerEval: A Reproducible Framework for Deploying and Evaluating LLM-based Top-k Recommenders.
In: 48th European Conference on Information Retrieval (ECIR 2026), Delft, The Netherlands, 30 March - 1 April 2026,
(Accepted for Publication)
Meng, Zeyuan, Yi, Zixuan and Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223
(2024)
Knowledge-Enhanced Multi-Behaviour Contrastive Learning for Effective Recommendation.
In: 18th ACM Conference on Recommender Systems, Bari, Italy, 14-18 Oct 2024,
pp. 1016-1021.
ISBN 9798400705052
(doi: 10.1145/3640457.3688186)
Meng, Zeyuan, Ounis, Iadh ORCID: https://orcid.org/0000-0003-4701-3223, Macdonald, Craig
ORCID: https://orcid.org/0000-0003-3143-279X and Yi, Zixuan
(2024)
Knowledge Graph Cross-View Contrastive Learning for Recommendation.
In: 46th European Conference on Information Retrieval (ECIR2024), Glasgow, Scotland, 24-28 March 2024,
pp. 3-18.
ISBN 9783031560620
(doi: 10.1007/978-3-031-56063-7_1)