Research output per year
Research output per year
Personal profile
Author IDs
ORCID iD: 0009-0000-4564-7770
Fingerprint
Dive into the research topics where Mingyang 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
Recent external collaboration based on locations. Dive into details by clicking on the dots or
Research output
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DETERMINE-THEN-ENSEMBLE: NECESSITY OF TOP-K UNION FOR LARGE LANGUAGE MODEL ENSEMBLING
Yao, Y., Wu, H., Liu, M., Luo, S., Han, X., Liu, J., Guo, Z. & Song, L., 2025, International Conference on Representation Learning 2025 (ICLR 2025). Yue, Y., Garg, A., Peng, N., Sha, F. & Yu, R. (eds.). International Conference on Learning Representations, ICLR, 19 p.Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Open Access -
DiffETM: Diffusion Process Enhanced Embedded Topic Model
Shao, W., Liu, M. & Song, L., 2025, Proceedings of the 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
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Leveraging Correctness-Based Learning for Efficient Reasoning via Automated Process Supervision
Yao, Y. (Co-first Author), Liu, M. (Co-first Author), Deng, G. (Co-first Author), Liu, Z., Wu, D., Guo, Z., Wu, H. & Song, L., Oct 2025, In: IEEE Journal on Selected Topics in Signal Processing. 19, 7, p. 1318-1328 11 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Prizes
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Silver Medal at the 5th Asia Exhibition of Innovations & Inventions Hong Kong (AEII)
SONG, L. (Recipient), WU, D. (Recipient), LI, Y. (Recipient), DENG, G. (Recipient), YAO, Y. (Recipient), LIU, M. (Recipient), LIU, Z. (Recipient), YU, K. K. (Recipient) & Zhang, G. (Recipient), 5 Dec 2025
Prize: RGC 64B - Prizes and awards