Research output per year
Research output per year
Personal profile
Author IDs
ORCID iD: 0000-0002-3479-000X
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Dive into the research topics where Shuqi LIU is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations from the last five years
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Research output
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Reasoning in Action: MCTS-Driven Knowledge Retrieval for Large Language Models
Liu, S., He, B., Ma, C. & Song, L., Oct 2025, In: IEEE Journal on Selected Topics in Signal Processing. 19, 7, p. 1291-1300 10 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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Sens-Merging: Sensitivity-Guided Parameter Balancing for Merging Large Language Models
Liu, S., Wu, H., He, B., Han, X., Yuan, M. & Song, L., Jul 2025, Findings of the Association for Computational Linguistics: ACL 2025. Che, W., Nabende, J., Shutova, E. & Pilehvar, M. T. (eds.). Kerrville, TX: Association for Computational Linguistics, p. 19243-19255 13 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Open AccessFile2 Link opens in a new tab Citations (Scopus)2 Downloads (CityUHK Scholars) -
Towards Improving Interpretability of Language Model Generation through a Structured Knowledge Discovery Approach
Liu, S., Wu, H., Deng, G., Chen, J., Wang, X. & Song, L., Jan 2025, In: IEEE Journal of Selected Topics in Signal Processing. 19, 1, p. 32-44Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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Bi-Chainer: Automated Large Language Models Reasoning with Bidirectional Chaining
Liu, S., He, B. & Song, L., Aug 2024, 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024) - Proceedings of the Conference. Ku, L.-W., Martins, A. & Srikumar, V. (eds.). Kerrville, TX: Association for Computational Linguistics, p. 8578-8598 (Proceedings of the Annual Meeting of the Association for Computational Linguistics).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Open AccessFile3 Link opens in a new tab Citations (Scopus)48 Downloads (CityUHK Scholars) -
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 - Publication in refereed journal › peer-review
12 Link opens in a new tab Citations (Scopus)
Prizes
Thesis
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Towards Knowledge and Reasoning Augmented Text Generation in Language Models
LIU, S. (Author), SONG, L. (Supervisor), 23 Jan 2025Student thesis: Doctoral Thesis