Yanmin Zhu

2026

doi dblp
Mutual Knowledge Distillation and Contrastive Learning between Multi-View Graphs for Cross-Domain Recommendation.
Tianzi Zang|Yidan Fan|Yixin Chen|Juan Li|Tong Zhang|Yanmin Zhu
ACM Transactions on Information Systems (TOIS) 2026 Volume 44 Issue 2
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
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
doi dblp
Multi-aspect Graph Contrastive Learning for Review-enhanced Recommendation.
Ke Wang|Yanmin Zhu|Tianzi Zang|Chunyang Wang|Kuan Liu|Peibo Ma
ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 2
doi dblp
Contrastive Multi-view Interest Learning for Cross-domain Sequential Recommendation.
Tianzi Zang|Yanmin Zhu|Ruohan Zhang|Chunyang Wang|Ke Wang|Jiadi Yu
ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 3
doi dblp
Explicitly modeling relationships between domain-specific and domain-invariant interests for cross-domain recommendation.
Tianzi Zang|Yanmin Zhu|Ruohan Zhang|Jing Zhu|Feilong Tang
World Wide Web (WWW) 2024 Volume 27 Issue 6
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
A Survey on Cross-domain Recommendation: Taxonomies, Methods, and Future Directions.
Tianzi Zang|Yanmin Zhu|Haobing Liu|Ruohan Zhang|Jiadi Yu
ACM Transactions on Information Systems (TOIS) 2023 Volume 41 Issue 2
doi dblp
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
doi dblp
A Preference Learning Decoupling Framework for User Cold-Start Recommendation.
Chunyang Wang|Yanmin Zhu|Aixin Sun|Zhaobo Wang|Ke Wang
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 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

2022

doi dblp
Learning Graph-based Disentangled Representations for Next POI Recommendation.
Zhaobo Wang|Yanmin Zhu|Haobing Liu|Chunyang Wang
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

2021

doi dblp
Modeling Multiple Coexisting Category-Level Intentions for Next Item Recommendation.
Yanan Xu|Yanmin Zhu|Jiadi Yu
ACM Transactions on Information Systems (TOIS) 2021 Volume 39 Issue 3
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
doi dblp
Modeling Inter-station Relationships with Attentive Temporal Graph Convolutional Network for Air Quality Prediction.
Chunyang Wang|Yanmin Zhu|Tianzi Zang|Haobing Liu|Jiadi Yu
WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021

2020

doi dblp
Jointly Modeling Individual Student Behaviors and Social Influence for Prediction Tasks.
Jongsoo Keum|Haibin Cai|Haobing Liu|Yanmin Zhu|Tianzi Zang|Jiadi Yu|Jongsoo Keum|Haibin Cai
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

2019

doi dblp
Leveraging app usage contexts for app recommendation: a neural approach.
Yanan Xu|Yanmin Zhu|Yanyan Shen|Jiadi Yu
World Wide Web (WWW) 2019 Volume 22 Issue 6
doi dblp
CoLight: Learning Network-level Cooperation for Traffic Signal Control.
Hua Wei|Nan Xu|Huichu Zhang|Guanjie Zheng|Xinshi Zang|Chacha Chen|Weinan Zhang|Yanmin Zhu|Kai Xu|Zhenhui Li
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.

2018

doi dblp
Inferring Dockless Shared Bike Distribution in New Cities.
Zhaoyang Liu|Yanyan Shen|Yanmin Zhu
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, WSDM 2018, Marina Del Rey, CA, USA, February 5-9, 2018
doi dblp
Predicting Multi-step Citywide Passenger Demands Using Attention-based Neural Networks.
Xian Zhou|Yanyan Shen|Yanmin Zhu|Linpeng Huang
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, WSDM 2018, Marina Del Rey, CA, USA, February 5-9, 2018

2017

doi dblp
Modeling Air Travel Choice Behavior with Mixed Kernel Density Estimations.
Zhenni Feng|Yanmin Zhu|Jian Cao
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, WSDM 2017, Cambridge, United Kingdom, February 6-10, 2017