Wenze Ma

2026

doi dblp
Adaptive Continual Learning with User-Incremental Forward Compatibility for Meta-Augmented Cold-Start Recommenders.
Chunyang Wang|Xuhao Zhao|Wenze Ma|Zhaobo Wang|Yanmin Zhu|Haobing Liu
Proceedings of the Nineteenth ACM International Conference on Web Search and Data Mining, WSDM 2026, Boise, ID, USA, February 22-26, 2026

2025

doi dblp
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
doi dblp
Towards Effective and Consistent Information Extraction for Social Recommendation: A Minimum and Sufficiency Perspective.
Wenze Ma|Yuexian Wang|Chenyu Sun|Yanmin Zhu|Zhaobo Wang|Xuhao Zhao|Jiadi Yu|Feilong Tang
Proceedings of the 2025 International Conference on Multimedia Retrieval, ICMR 2025, Chicago, IL, USA, 30 June 2025 - 3 July 2025
doi dblp
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
doi dblp
Social Relation-Level Privacy Risks and Preservation in Social Recommender Systems.
Xuhao Zhao|Zhongrui Zhang|Yanmin Zhu|Zhaobo Wang|Wenze Ma|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

doi dblp
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

doi dblp
Adaptive Graph Representation Learning for Next POI Recommendation.
Zhaobo Wang|Yanmin Zhu|Chunyang Wang|Wenze Ma|Bo Li|Jiadi Yu
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023

2021

doi dblp
Enhancing User Interest Modeling with Knowledge-Enriched Itemsets for Sequential Recommendation.
Chunyang Wang|Yanmin Zhu|Haobing Liu|Wenze Ma|Tianzi Zang|Jiadi Yu
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021