Dr. SONG Linqi (宋林琦)
Research Output
- 2023
- Published
Achieving privacy-preserving cross-silo anomaly detection using federated XGBoost
Yang, M., Liu, S., Xu, J., Tan, G., Li, C. & Song, L., Jun 2023, In: Journal of the Franklin Institute. 360, 9, p. 6194-6210Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
- Published
Communication Efficient Federated Learning With Heterogeneous Structured Client Models
Hu, Y., Sun, X., Tian, Y., Song, L. & Tan, K. C., Jun 2023, In: IEEE Transactions on Emerging Topics in Computational Intelligence. 7, 3, p. 753-767 15 p.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
- Accepted/In press/Filed
FEDERATED RECOMMENDATION SYSTEM, DEVICE, AND METHOD
LUO, S. & SONG, L., 2 May 2023, (Accepted/In press/Filed) Priority No. 18/310,765Research output: Patents, Agreements and Assignments (RGC: 51, 52, 53) › 51_Patents granted (CityU only, data source from KTO)
- Published
Federated Multi-Task Learning for Joint Diagnosis of Multiple Mental Disorders on MRI Scans
Huang, Z., Hu, Y., Liu, R., Xue, X., Zhu, Z., Song, L. & Tan, K. C., Apr 2023, In: IEEE Transactions on Biomedical Engineering. 70, 4, p. 1137-1149 13 p.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 2 - Online published
Federated Online Learning Aided Multi-Objective Proactive Caching in Heterogeneous Edge Networks
Li, T. & Song, L., 27 Mar 2023, (Online published) In: IEEE Transactions on Cognitive Communications and Networking.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
- Published
Influential factors in customer satisfaction of transit services: Using crowdsourced data to capture the heterogeneity across individuals, space and time
Luo, S., He, S. Y., Grant-Muller, S. & Song, L., Feb 2023, In: Transport Policy. 131, p. 173-183Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 1 - Online published
Towards efficient communications in federated learning: A contemporary survey
Zhao, Z., Mao, Y., Liu, Y., Song, L., Ouyang, Y., Chen, X. & Ding, W., 7 Jan 2023, (Online published) In: Journal of the Franklin Institute.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
- 2022
- Published
Evolutionary Sequential Transfer Optimization for Objective-Heterogeneous Problems
Xue, X., Yang, C., Hu, Y., Zhang, K., Cheung, Y., Song, L. & Tan, K. C., Dec 2022, In: IEEE Transactions on Evolutionary Computation. 26, 6, p. 1424-1438Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 3 - Published
Facial Expression Recognition Based on Data Augmentation and Swin-Transformer
Duan, L., Shao, W. & Song, L., Nov 2022, 2022 IEEE TENCON - Proceedings of 2022 IEEE Region 10 International Conference cum IEEE Hong Kong 50th Anniversary Celebration: “Tech-Biz Intelligence”. Institute of Electrical and Electronics Engineers, 5 p.Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review
- Published
Speech Emotion Recognition Based on Deep Learning
LIU, M., KE, Y., ZHANG, Y., SHAO, W. & SONG, L., Nov 2022, 2022 IEEE TENCON - Proceedings of 2022 IEEE Region 10 International Conference cum IEEE Hong Kong 50th Anniversary Celebration: “Tech-Biz Intelligence”. Institute of Electrical and Electronics Engineers, 6 p.Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review
- Accepted/In press/Filed
一種情緒預測方法、裝置、計算機設備及存儲介質
SHAO, W. & SONG, L., 18 Oct 2022, (Accepted/In press/Filed) Priority No. 2.02211E+11Research output: Patents, Agreements and Assignments (RGC: 51, 52, 53) › 51_Patents granted (CityU only, data source from KTO)
- 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: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review
- 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: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review
- Published
AC-SGD: Adaptively Compressed SGD for Communication-Efficient Distributed Learning
Yan, G., Li, T., Huang, S., Lan, T. & Song, L., Sep 2022, In: IEEE Journal on Selected Areas in Communications. 40, 9, p. 2678-2693Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 1 - Published
Communication-efficient federated learning with adaptive quantization
MAO, Y., ZHAO, Z., YAN, G., LIU, Y., LAN, T., SONG, L. & DING, W., Aug 2022, In: ACM Transactions on Intelligent Systems and Technology. 13, 4, 67.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 1 - Accepted/In press/Filed
RECOMMENDER SYSTEM AND ITS OPERATION
LUO, S. & SONG, L., 11 Jul 2022, (Accepted/In press/Filed) Priority No. 17/861,564Research output: Patents, Agreements and Assignments (RGC: 51, 52, 53) › 51_Patents granted (CityU only, data source from KTO)
- Published
Zero-shot cross-lingual conversational semantic role labeling
Wu, H., Tan, H., Xu, K., Liu, S., Wu, L. & Song, L., Jul 2022, Findings of the Association for Computational Linguistics: NAACL 2022. Carpuat, M., de Marneffe, M. & Meza Ruiz, I. V. (eds.). Association for Computational Linguistics, p. 269-281 (Findings of the Association for Computational Linguistics: NAACL - Findings).Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review
Scopus citations: 1 - Published
Recent advances in biometrics-based user authentication for wearable devices: A contemporary survey
Liu, S., Shao, W., Li, T., Xu, W. & Song, L., 15 Jun 2022, In: Digital Signal Processing. 125, 103120.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 9 - Published
Sensing, processing, computing and networking for the era of wearables
Ding, W., Alavi, A. H., Fioranelli, F., Li, G., Ni, X. & Song, L., 15 Jun 2022, In: Digital Signal Processing: A Review Journal. 125, 103569.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › Editorial Preface
- Published
A divide-and-conquer optimization paradigm for waterflooding production optimization
Xue, X., Chen, G., Zhang, K., Zhang, L., Zhao, X., Song, L., Wang, M., & 1 others, Apr 2022, In: Journal of Petroleum Science and Engineering. 211, 110050.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 2
