Mengyuan Jing

2025

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Dual-Adaptive Update Strategies-Enhanced Meta-Optimization for User Cold-Start Recommendation.
Xuhao Zhao|Yanmin Zhu|Chunyang Wang|Mengyuan Jing|Wenze Ma|Jiadi Yu|Feilong Tang
ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 6
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Generating Difficulty-aware Negative Samples via Conditional Diffusion for Multi-modal Recommendation.
Wenze Ma|Chenyu Sun|Yanmin Zhu|Zhaobo Wang|Xuhao Zhao|Mengyuan Jing|Jiadi Yu|Feilong Tang
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025

2024

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Contrastive Self-supervised Learning in Recommender Systems: A Survey.
Mengyuan Jing|Yanmin Zhu|Tianzi Zang|Ke Wang
ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 2
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MADM: A Model-agnostic Denoising Module for Graph-based Social Recommendation.
Wenze Ma|Yuexian Wang|Yanmin Zhu|Zhaobo Wang|Mengyuan Jing|Xuhao Zhao|Jiadi Yu|Feilong Tang
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, Mexico, March 4-8, 2024

2023

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Task-Difficulty-Aware Meta-Learning with Adaptive Update Strategies for User Cold-Start Recommendation.
Xuhao Zhao|Yanmin Zhu|Chunyang Wang|Mengyuan Jing|Jiadi Yu|Feilong Tang
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023