Sichun Luo

According to our database, Sichun Luo authored at least 15 papers between 2022 and 2024.

Collaborative distances:

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

2024

A Language Model-Based Fine-Grained Address Resolution Framework in UAV Delivery System.

Sichun Luo, Yuxuan Yao, Haohan Zhao, Linqi Song

IEEE J. Sel. Top. Signal Process., April, 2024

Determine-Then-Ensemble: Necessity of Top-k Union for Large Language Model Ensembling.

Yuxuan Yao, Han Wu, Mingyang Liu, Sichun Luo, Xiongwei Han, Jie Liu, Zhijiang Guo, Linqi Song

CoRR, 2024

Privacy in LLM-based Recommendation: Recent Advances and Future Directions.

Sichun Luo, Wei Shao, Yuxuan Yao, Jian Xu, Mingyang Liu, Qintong Li, Bowei He, Maolin Wang, Guanzhi Deng, Hanxu Hou, Xinyi Zhang, Linqi Song

CoRR, 2024

Learning From Correctness Without Prompting Makes LLM Efficient Reasoner.

Yuxuan Yao, Han Wu, Zhijiang Guo, Biyan Zhou, Jiahui Gao, Sichun Luo, Hanxu Hou, Xiaojin Fu, Linqi Song

CoRR, 2024

Integrating Large Language Models into Recommendation via Mutual Augmentation and Adaptive Aggregation.

Sichun Luo, Yuxuan Yao, Bowei He, Yinya Huang, Aojun Zhou, Xinyi Zhang, Yuanzhang Xiao, Mingjie Zhan, Linqi Song

CoRR, 2024

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

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification.

Aojun Zhou, Ke Wang, Zimu Lu, Weikang Shi, Sichun Luo, Zipeng Qin, Shaoqing Lu, Anya Jia, Linqi Song, Mingjie Zhan, Hongsheng Li

Proceedings of the Twelfth International Conference on Learning Representations, 2024

MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning.

Ke Wang, Houxing Ren, Aojun Zhou, Zimu Lu, Sichun Luo, Weikang Shi, Renrui Zhang, Linqi Song, Mingjie Zhan, Hongsheng Li

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Large Language Models Augmented Rating Prediction in Recommender System.

Sichun Luo, Jiansheng Wang, Aojun Zhou, Li Ma, Linqi Song

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

RecRanker: Instruction Tuning Large Language Model as Ranker for Top-k Recommendation.

Sichun Luo, Bowei He, Haohan Zhao, Yinya Huang, Aojun Zhou, Zongpeng Li, Yuanzhang Xiao, Mingjie Zhan, Linqi Song

CoRR, 2023

PerFedRec++: Enhancing Personalized Federated Recommendation with Self-Supervised Pre-Training.

Sichun Luo, Yuanzhang Xiao, Xinyi Zhang, Yang Liu, Wenbo Ding, Linqi Song

CoRR, 2023

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, 2023

2022

Towards Communication Efficient and Fair Federated Personalized Sequential Recommendation.

Sichun Luo, Yuanzhang Xiao, Yang Liu, Congduan Li, Linqi Song

CoRR, 2022

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, 2022

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, 2022