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Sichun Luo
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Solving challenging math word problems using gpt-4 code interpreter with code-based self-verification
A Zhou, K Wang, Z Lu, W Shi, S Luo, Z Qin, S Lu, A Jia, L Song, M Zhan, ...
ICLR2024 (Co-first Author), 2023
722023
Personalized federated recommendation via joint representation learning, user clustering, and model adaptation
S Luo, Y Xiao, L Song
Proceedings of the 31st ACM international conference on information …, 2022
342022
Mathcoder: Seamless code integration in llms for enhanced mathematical reasoning
K Wang, H Ren, A Zhou, Z Lu, S Luo, W Shi, R Zhang, L Song, M Zhan, ...
ICLR2024 (Co-first Author), 2023
222023
Recranker: Instruction tuning large language model as ranker for top-k recommendation
S Luo, B He, H Zhao, Y Huang, A Zhou, Z Li, Y Xiao, M Zhan, L Song
arXiv preprint arXiv:2312.16018, 2023
132023
Perfedrec++: Enhancing personalized federated recommendation with self-supervised pre-training
S Luo, Y Xiao, X Zhang, Y Liu, W Ding, L Song
ACM Transactions on Intelligent Systems and Technology (TIST), 2023
102023
HySAGE: A hybrid static and adaptive graph embedding network for context-drifting recommendations
S Luo, X Zhang, Y Xiao, L Song
Proceedings of the 31st ACM International Conference on Information …, 2022
92022
Improving long-tail item recommendation with graph augmentation
S Luo, C Ma, Y Xiao, L Song
Proceedings of the 32nd ACM International Conference on Information and …, 2023
82023
Towards communication efficient and fair federated personalized sequential recommendation
S Luo, Y Xiao, Y Liu, C Li, L Song
2022 5th International Conference on Information Communication and Signal …, 2022
72022
Integrating large language models into recommendation via mutual augmentation and adaptive aggregation
S Luo, Y Yao, B He, Y Huang, A Zhou, X Zhang, Y Xiao, M Zhan, L Song
arXiv preprint arXiv:2401.13870, 2024
62024
Large Language Models Augmented Rating Prediction in Recommender System
S Luo, J Wang, A Zhou, L Ma, L Song
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
32024
A Language Model-based Fine-Grained Address Resolution Framework in UAV Delivery System
S Luo, Y Yao, H Zhao, L Song
IEEE Journal of Selected Topics in Signal Processing, 2024
22024
Learning from correctness without prompting makes llm efficient reasoner
Y Yao, H Wu, Z Guo, B Zhou, J Gao, S Luo, H Hou, X Fu, L Song
COLM2024, 2024
22024
Can LLM Substitute Human Labeling? A Case Study of Fine-grained Chinese Address Entity Recognition Dataset for UAV Delivery
Y Yao, S Luo, H Zhao, G Deng, L Song
Resource at The ACM Web Conference 2024 (Co-first Author), 2024
22024
Recommender system and its operation
S Luo, L Song
US Patent App. 17/861,564, 2024
2024
Privacy in LLM-based Recommendation: Recent Advances and Future Directions
S Luo, W Shao, Y Yao, J Xu, M Liu, Q Li, B He, M Wang, G Deng, H Hou, ...
arXiv preprint arXiv:2406.01363, 2024
2024
基於數據增強和對比學習的長尾排序學習
LUO Sichun, S Linqi
2024
Federated recommendation system, device, and method
S Luo, L Song
US Patent App. 18/310,765, 2023
2023
Training And/Or Operating Graph Neural Network Based Recommendation System
LUO Sichun, S Linqi
2023
Training And Operating Neural Network Based Ranking Model
LUO Sichun, S Linqi
2023
Federated Recommendation System, Device, And Method
LUO Sichun, S Linqi
2023
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