Sichun Luo

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 18

Top Topics

Item Recommendation

Dirichlet Prior

Top Venues

Publications

Sichun Luo, Yuxuan Yao, Bowei He, Yinya Huang, Aojun Zhou, Xinyi Zhang, Yuanzhang Xiao, Mingjie Zhan, Linqi Song
Integrating Large Language Models into Recommendation via Mutual Augmentation and Adaptive Aggregation. CoRR (2024)
Yuxuan Yao, Sichun Luo, Haohan Zhao, Guanzhi Deng, Linqi Song
Can LLM Substitute Human Labeling? A Case Study of Fine-grained Chinese Address Entity Recognition Dataset for UAV Delivery. CoRR (2024)
Sichun Luo, Wei Shao, Yuxuan Yao, Jian Xu, Mingyang Liu, Qintong Li, Bowei He, Maolin Wang, Guanzhi Deng, Hanxu Hou, Xinyi Zhang, Linqi Song
Privacy in LLM-based Recommendation: Recent Advances and Future Directions. CoRR (2024)
Yuxuan Yao, Han Wu, Zhijiang Guo, Biyan Zhou, Jiahui Gao, Sichun Luo, Hanxu Hou, Xiaojin Fu, Linqi Song
Learning From Correctness Without Prompting Makes LLM Efficient Reasoner. CoRR (2024)
Yuxuan Yao, Sichun Luo, Haohan Zhao, Guanzhi Deng, Linqi Song
Can LLM Substitute Human Labeling? A Case Study of Fine-grained Chinese Address Entity Recognition Dataset for UAV Delivery. WWW (Companion Volume) (2024)
Sichun Luo, Jiansheng Wang, Aojun Zhou, Li Ma, Linqi Song
Large Language Models Augmented Rating Prediction in Recommender System. ICASSP (2024)
Aojun Zhou, Ke Wang, Zimu Lu, Weikang Shi, Sichun Luo, Zipeng Qin, Shaoqing Lu, Anya Jia, Linqi Song, Mingjie Zhan, Hongsheng Li
Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification. ICLR (2024)
Ke Wang, Houxing Ren, Aojun Zhou, Zimu Lu, Sichun Luo, Weikang Shi, Renrui Zhang, Linqi Song, Mingjie Zhan, Hongsheng Li
MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning. ICLR (2024)
Ke Wang, Houxing Ren, Aojun Zhou, Zimu Lu, Sichun Luo, Weikang Shi, Renrui Zhang, Linqi Song, Mingjie Zhan, Hongsheng Li
MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning. CoRR (2023)
Sichun Luo, Chen Ma, Yuanzhang Xiao, Linqi Song
Improving Long-Tail Item Recommendation with Graph Augmentation. CIKM (2023)
Aojun Zhou, Ke Wang, Zimu Lu, Weikang Shi, Sichun Luo, Zipeng Qin, Shaoqing Lu, Anya Jia, Linqi Song, Mingjie Zhan, Hongsheng Li
Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification. CoRR (2023)
Sichun Luo, Yuanzhang Xiao, Xinyi Zhang, Yang Liu, Wenbo Ding, Linqi Song
PerFedRec++: Enhancing Personalized Federated Recommendation with Self-Supervised Pre-Training. CoRR (2023)
Sichun Luo, Bowei He, Haohan Zhao, Yinya Huang, Aojun Zhou, Zongpeng Li, Yuanzhang Xiao, Mingjie Zhan, Linqi Song
RecRanker: Instruction Tuning Large Language Model as Ranker for Top-k Recommendation. CoRR (2023)
Sichun Luo, Xinyi Zhang, Yuanzhang Xiao, Linqi Song
HySAGE: A Hybrid Static and Adaptive Graph Embedding Network for Context-Drifting Recommendations. CoRR (2022)
Sichun Luo, Yuanzhang Xiao, Yang Liu, Congduan Li, Linqi Song
Towards Communication Efficient and Fair Federated Personalized Sequential Recommendation. CoRR (2022)
Sichun Luo, Yuanzhang Xiao, Linqi Song
Personalized Federated Recommendation via Joint Representation Learning, User Clustering, and Model Adaptation. CIKM (2022)
Sichun Luo, Yuanzhang Xiao, Linqi Song
Personalized Federated Recommendation via Joint Representation Learning, User Clustering, and Model Adaptation. CoRR (2022)
Sichun Luo, Xinyi Zhang, Yuanzhang Xiao, Linqi Song
HySAGE: A Hybrid Static and Adaptive Graph Embedding Network for Context-Drifting Recommendations. CIKM (2022)