Linqi Song

2026

doi dblp
A self-modified hypergraph neural network for multimodal relation extraction.
Mingying Xu|Hong Zhong|Jie Liu|Linqi Song|Yinqiao Li|Lei Shi
Information Processing and Management 2026 Volume 63 Issue 5

2025

doi dblp
RecRanker: Instruction Tuning Large Language Model as Ranker for Top-k Recommendation.
Sichun Luo|Bowei He|Haohan Zhao|Wei Shao|Yanlin Qi|Yinya Huang|Aojun Zhou|Yuxuan Yao|Zongpeng Li|Yuanzhang Xiao|Mingjie Zhan|Linqi Song
ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 5
doi dblp
RALLRec: Improving Retrieval Augmented Large Language Model Recommendation with Representation Learning.
Jian Xu|Sichun Luo|Xiangyu Chen|Haoming Huang|Hanxu Hou|Linqi Song
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025

2024

doi dblp
PerFedRec++: Enhancing Personalized Federated Recommendation with Self-Supervised Pre-Training.
Sichun Luo|Yuanzhang Xiao|Xinyi Zhang|Yang Liu|Wenbo Ding|Linqi Song
ACM Transactions on Intelligent Systems and Technology (TIST) 2024 Volume 15 Issue 5
doi dblp
Can LLM Substitute Human Labeling? A Case Study of Fine-grained Chinese Address Entity Recognition Dataset for UAV Delivery.
Yuxuan Yao|Sichun Luo|Haohan Zhao|Guanzhi Deng|Linqi Song
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024

2023

doi dblp
Improving Long-Tail Item Recommendation with Graph Augmentation.
Sichun Luo|Chen Ma|Yuanzhang Xiao|Linqi Song
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023

2022

doi dblp
Communication-Efficient Federated Learning with Adaptive Quantization.
Yuzhu Mao|Zihao Zhao|Guangfeng Yan|Yang Liu|Tian Lan|Linqi Song|Wenbo Ding
ACM Transactions on Intelligent Systems and Technology (TIST) 2022 Volume 13 Issue 4
doi dblp
Personalized Federated Recommendation via Joint Representation Learning, User Clustering, and Model Adaptation.
Sichun Luo|Yuanzhang Xiao|Linqi Song
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
doi dblp
HySAGE: A Hybrid Static and Adaptive Graph Embedding Network for Context-Drifting Recommendations.
Sichun Luo|Xinyi Zhang|Yuanzhang Xiao|Linqi Song
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022