Task-Difficulty-Aware Meta-Learning with Adaptive Update Strategies for User Cold-Start Recommendation. - Xuhao Zhao 001; Yanmin Zhu 006; Chunyang Wang 001; Mengyuan Jing; Jiadi Yu; Feilong Tang 001 (CIKM, 2023)

MADM: A Model-agnostic Denoising Module for Graph-based Social Recommendation. - Wenze Ma; Yuexian Wang; Yanmin Zhu 006; Zhaobo Wang; Mengyuan Jing; Xuhao Zhao 001; Jiadi Yu; Feilong Tang 001 (WSDM, 2024)

Graph Diffusion-Based Representation Learning for Sequential Recommendation. - Zhaobo Wang; Yanmin Zhu 006; Chunyang Wang 001; Xuhao Zhao 001; Bo Li 001; Jiadi Yu; Feilong Tang 001 (IEEE Trans. Knowl. Data Eng., 2024)

Combinatorial Optimization Perspective based Framework for Multi-behavior Recommendation. - Chenhao Zhai; Chang Meng; Yu Yang 015; Kexin Zhang 007; Xuhao Zhao 001; Xiu Li 001 (KDD (1), 2025)

Towards Effective and Consistent Information Extraction for Social Recommendation: A Minimum and Sufficiency Perspective. - Wenze Ma; Yuexian Wang; Chenyu Sun; Yanmin Zhu 006; Zhaobo Wang; Xuhao Zhao 001; Jiadi Yu; Feilong Tang 001 (ICMR, 2025)

Generating Difficulty-aware Negative Samples via Conditional Diffusion for Multi-modal Recommendation. - Wenze Ma; Chenyu Sun; Yanmin Zhu 006; Zhaobo Wang; Xuhao Zhao 001; Mengyuan Jing; Jiadi Yu; Feilong Tang 001 (SIGIR, 2025)

Social Relation-Level Privacy Risks and Preservation in Social Recommender Systems. - Xuhao Zhao 001; Zhongrui Zhang; Yanmin Zhu 006; Zhaobo Wang; Wenze Ma; Jiadi Yu; Feilong Tang 001 (SIGIR, 2025)

Dual-Adaptive Update Strategies-Enhanced Meta-Optimization for User Cold-Start Recommendation. - Xuhao Zhao 001; Yanmin Zhu 006; Chunyang Wang 001; Mengyuan Jing; Wenze Ma; Jiadi Yu; Feilong Tang 001 (ACM Trans. Inf. Syst., 2025)

Inter-attribute Semantic Correlation-Guided Federated Recommender System Against Attribute Inference Attacks. - Qiwen Gu; Xuhao Zhao 001; Yanmin Zhu 006; Wenze Ma; Jiadi Yu; Feilong Tang 001 (DASFAA (1), 2026)

Friend-Aware Contrastive Learning with Aligned Social Graph for Social Recommendation. - Zaisheng Ruan; Yanmin Zhu 006; Wenze Ma; Xuhao Zhao 001 (DASFAA (2), 2026)

Adaptive Continual Learning with User-Incremental Forward Compatibility for Meta-Augmented Cold-Start Recommenders. - Chunyang Wang 001; Xuhao Zhao 001; Wenze Ma; Zhaobo Wang; Yanmin Zhu 006; Haobing Liu 001 (WSDM, 2026)