Lingyu Mu

According to our database, Lingyu Mu authored at least 7 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

LWGR: Lagrangian-Constrained Personalized World Knowledge for Generative Recommendation.

Lingyu Mu, Hao Deng, Haibo Xing, Kaican Lin, Zhitong Zhu, Yu Zhang, Xiaoyi Zeng, Zhengxiao Liu, Zheng Lin, Jinxin Hu

CoRR, May, 2026

Rethinking Recommendation Paradigms: From Pipelines to Agentic Recommender Systems.

Jinxin Hu, Hao Deng, Lingyu Mu, Hao Zhang, Shizhun Wang, Yu Zhang, Xiaoyi Zeng

CoRR, March, 2026

AgenticRS-Architecture: System Design for Agentic Recommender Systems.

Hao Zhang, Jinxin Hu, Hao Deng, Lingyu Mu, Shizhun Wang, Yu Zhang, Xiaoyi Zeng

CoRR, March, 2026

Learning to Reflect and Correct: Towards Better Decoding Trajectories for Large-Scale Generative Recommendation.

Haibo Xing, Hao Deng, Lingyu Mu, Jinxin Hu, Yu Zhang, Xiaoyi Zeng, Jing Zhang

CoRR, February, 2026

Masked Diffusion Generative Recommendation.

Lingyu Mu, Hao Deng, Haibo Xing, Jinxin Hu, Yu Zhang, Xiaoyi Zeng, Jing Zhang

CoRR, January, 2026

2025

Synergistic Integration and Discrepancy Resolution of Contextualized Knowledge for Personalized Recommendation.

Lingyu Mu, Hao Deng, Haibo Xing, Kaican Lin, Zhitong Zhu, Yu Zhang, Xiaoyi Zeng, Zhengxiao Liu, Zheng Lin, Jinxin Hu

CoRR, October, 2025

Trust-GRS: A Trustworthy Training Framework for Graph Neural Network Based Recommender Systems Against Shilling Attacks.

Lingyu Mu, Zhengxiao Liu, Zhitong Zhu, Zheng Lin

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025