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 | 76 | 2023 |
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 | 36 | 2022 |
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 | 24 | 2023 |
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 | 14 | 2023 |
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 | 10 | 2023 |
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 | 9 | 2023 |
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 | 9 | 2022 |
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 | 8 | 2024 |
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 | 7 | 2022 |
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 | 3 | 2024 |
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 | 2 | 2024 |
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 | 2 | 2024 |
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 | 2 | 2024 |
基於訓練和/或操作圖神經網絡的推薦系統 LUO Sichun, S Linqi | | 2024 |
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 |