Mr. LUO Sichun (羅斯淳)
Research Output
- 2024
- Online published
Cooperative Multi-Model Training for Personalized Federated Learning over Heterogeneous Devices
Xu, J., Wan, S., Li, Y., Luo, S., Chen, Z., Shao, Y. & Chen, Z. & 2 others, , 13 Nov 2024, (Online published) In: IEEE Journal on Selected Topics in Signal Processing.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- Published
PerFedRec++: Enhancing Personalized Federated Recommendation with Self-Supervised Pre-Training
LUO, S., XIAO, Y., ZHANG, X., LIU, Y., DING, W. & SONG, L., Oct 2024, In: ACM Transactions on Intelligent Systems and Technology. 15, 5, 98.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 1 - Published
Learning From Correctness Without Prompting Makes LLM Efficient Reasoner
Yao, Y., Wu, H., Guo, Z., Zhou, B., Gao, J., Luo, S. & Hou, H. & 2 others, , 10 Jul 2024.Research output: Conference Papers › RGC 33 - Other conference paper › peer-review
- Accepted/In press/Filed
基於訓練和/或操作圖神經網絡的推薦系統
SONG, L. (Inventor) & LUO, S. (Inventor), 18 Jun 2024, (Accepted/In press/Filed) Priority No. 202410786813.1Research output: Patents, Agreements and Assignments › RGC 51 - Patents (CityU)
- Published
Can LLM Substitute Human Labeling? A Case Study of Fine-grained Chinese Address Entity Recognition Dataset for UAV Delivery
Yao, Y., Luo, S., Zhao, H., Deng, G. & Song, L., May 2024, WWW '24: Companion Proceedings of the ACM on Web Conference 2024. Association for Computing Machinery, p. 1099-1102 4 p.Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 2 - Published
MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning
Wang, K., Ren, H., Zhou, A., Lu, Z., Luo, S., Shi, W. & Zhang, R. & 3 others, , May 2024, The Twelfth International Conference on Learning Representations. International Conference on Learning Representations, ICLR, 34 p. (12th International Conference on Learning Representations, ICLR 2024).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 2 - Published
Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification
Zhou, A., Wang, K., Lu, Z., Shi, W., Luo, S., Qin, Z. & Lu, S. & 4 others, , May 2024, The Twelfth International Conference on Learning Representations, ICLR 2024. International Conference on Learning Representations, ICLR, 27 p. (International Conference on Learning Representations, ICLR).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 6 - Accepted/In press/Filed
基於數據增強和對比學習的長尾排序學習
SONG, L. (Inventor) & LUO, S. (Inventor), 11 Apr 2024, (Accepted/In press/Filed) Priority No. 202410433345.XResearch output: Patents, Agreements and Assignments › RGC 51 - Patents (CityU)
- Published
A Language Model-based Fine-Grained Address Resolution Framework in UAV Delivery System
Luo, S., Yao, Y., Zhao, H. & Song, L., Apr 2024, In: IEEE Journal of Selected Topics in Signal Processing. 18, 3, p. 529-539Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 2 - Published
Large Language Models Augmented Rating Prediction in Recommender System
Luo, S., Wang, J., Zhou, A., Ma, L. & Song, L., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing - Proceedings. Institute of Electrical and Electronics Engineers, Inc., p. 7960-7964 (Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 3 - 2023
- Published
Improving Long-Tail Item Recommendation with Graph Augmentation
Luo, S., Ma, C., Xiao, Y. & Song, L., Oct 2023, CIKM '23: Proceedings of the 32nd ACM International Conference on Information and Knowledge Management. Association for Computing Machinery (ACM), p. 1707-1716 (International Conference on Information and Knowledge Management, Proceedings).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 9 - Accepted/In press/Filed
Training And/Or Operating Graph Neural Network Based Recommendation System
LUO, S. (Inventor) & SONG, L. (Inventor), 25 Jul 2023, (Accepted/In press/Filed) Priority No. 18/358,314Research output: Patents, Agreements and Assignments › RGC 51 - Patents (CityU)
- Accepted/In press/Filed
Training And Operating Neural Network Based Ranking Model
SONG, L. (Inventor) & LUO, S. (Inventor), 7 Jun 2023, (Accepted/In press/Filed) Priority No. 18/330,541Research output: Patents, Agreements and Assignments › RGC 51 - Patents (CityU)
- Accepted/In press/Filed
Federated Recommendation System, Device, And Method
SONG, L. (Inventor) & LUO, S. (Inventor), 2 May 2023, (Accepted/In press/Filed) Priority No. 18/310,765Research output: Patents, Agreements and Assignments › RGC 51 - Patents (CityU)
- 2022
- Published
Towards Communication Efficient and Fair Federated Personalized Sequential Recommendation
Luo, S., Xiao, Y., Liu, Y., Li, C. & Song, L., Nov 2022, 2022 5th International Conference on Information Communication and Signal Processing (ICICSP 2022). Institute of Electrical and Electronics Engineers, Inc., p. 448-453 (International Conference on Information Communication and Signal Processing, ICICSP).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 3 - Published
HySAGE: A Hybrid Static and Adaptive Graph Embedding Network for Context-Drifting Recommendations
Luo, S., Zhang, X., Xiao, Y. & Song, L., 17 Oct 2022, CIKM' 22: Proceedings of the 31st ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 1389-1398 (International Conference on Information and Knowledge Management, Proceedings).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 5 - Published
Personalized Federated Recommendation via Joint Representation Learning, User Clustering, and Model Adaptation
Luo, S., Xiao, Y. & Song, L., 17 Oct 2022, CIKM' 22: Proceedings of the 31st ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 4289-4293 (International Conference on Information and Knowledge Management, Proceedings).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 26 - Accepted/In press/Filed
Recommender System And Its Operation
SONG, L. (Inventor) & LUO, S. (Inventor), 11 Jul 2022, (Accepted/In press/Filed) Priority No. 17/861,564Research output: Patents, Agreements and Assignments › RGC 51 - Patents (CityU)
- 2021
- Accepted/In press/Filed
一種基於推薦服務器及子系統的推薦系統及方法
SONG, L. (Inventor) & LUO, S. (Inventor), 6 Dec 2021, (Accepted/In press/Filed) Priority No. 202111475814.7Research output: Patents, Agreements and Assignments › RGC 51 - Patents (CityU)
