Dr. SONG Linqi (宋林琦)

A dual-stage pseudo-labeling method for the diagnosis of mental disorder on MRI scans

Hu, Y., Huang, Z., Liu, R., Xue, X., Song, L. & Tan, K. C., 2022, 2022 International Joint Conference on Neural Networks (IJCNN): 2022 Conference Proceedings. IEEE, 8 p. (Proceedings of the International Joint Conference on Neural Networks; vol. 2022-July).

Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review

A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings

Tan, H., Shao, W., Wu, H., Yang, K. & Song, L., 2022, Findings of the Association for Computational Linguistics: ACL 2022. Association for Computational Linguistics, p. 246-256

Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review

Byzantine-robust Federated Learning through Collaborative Malicious Gradient Filtering

Xu, J., Huang, S., Song, L. & Lan, T., 2022, Proceedings - 2022 IEEE 42nd International Conference on Distributed Computing Systems, ICDCS 2022. IEEE, p. 1223-1235 (Proceedings - International Conference on Distributed Computing Systems).

Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review

Federated Adaptive Bandits Aided Caching for Heterogeneous Edge Servers with Uncertainty

Li, T. & Song, L., 2022, 2022 IEEE Wireless Communications and Networking Conference (WCNC). IEEE, p. 1904-1909 (IEEE Wireless Communications and Networking Conference, WCNC).

Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review

Towards Better Understanding with Uniformity and Explicit Regularization of Embeddings in Embedding-based Neural Topic Models

Shao, W., Huang, L., Liu, S., Ma, S. & Song, L., 2022, 2022 International Joint Conference on Neural Networks (IJCNN 2022). IEEE, 9 p.

Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review

Vehicle-Key: A Secret Key Establishment Scheme for LoRa-enabled IoV Communications

Yang, H., Liu, H., Luo, C., Wu, Y., Li, W., Zomaya, A. Y., Song, L., & 1 othersXu, W., 2022, Proceedings - 2022 IEEE 42nd International Conference on Distributed Computing Systems, ICDCS 2022. IEEE, p. 787-797 (Proceedings - International Conference on Distributed Computing Systems).

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: 3

Predicting Downside in Stock Market Using Knowledge and News Data

Li, X., Liu, S., Zhang, X. & Song, L., Dec 2021, Proceedings - 2021 IEEE 27^th International Conference on Parallel and Distributed Systems: ICPADS 2021. IEEE, p. 34-41 (Proceedings of the International Conference on Parallel and Distributed Systems - ICPADS).

Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review

Racial Bias During “Black Lives Matter”: How Social Movement Reshapes Airbnb Host Performance

Xu, T., Lu, A., Mishra, A., Song, L. & Liu, Z., Dec 2021, ICIS 2021 Proceedings: Building Sustainability and Resilience with IS: A Call for Action. 2266

Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review

CSAGN: Conversational Structure Aware Graph Network for Conversational Semantic Role Labeling

Wu, H., Xu, K. & Song, L., Nov 2021, Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing. Moens, M., Huang, X., Specia, L. & Yih, S. W. (eds.). Association for Computational Linguistics, p. 2312-2317 6 p. (EMNLP - Conference on Empirical Methods in Natural Language Processing, Proceedings).

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: 6

Domain-Adaptive Pretraining Methods for Dialogue Understanding

Wu, H., Xu, K., Song, L., Jin, L., Zhang, H. & Song, L., Aug 2021, Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing: Short Papers. Association for Computational Linguistics (ACL), Vol. 2. p. 665-669 5 p. (ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference; vol. 2).

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: 4

Coded Alternating Least Squares for Straggler Mitigation in Distributed Recommendations

Wang, S., Yan, Q., Zhang, J., Wang, J. & Song, L., 2021, 2021 IEEE International Symposium on Information Theory: Proceedings. IEEE, p. 1058-1063 (IEEE International Symposium on Information Theory - Proceedings; vol. 2021-July).

Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review