Research output per year
Research output per year
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Dive into the research topics where Song Liu is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Research output
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Guiding Time-Varying Generative Models by Natural Gradients on Exponential Family Manifold
Liu, S., Wang, L. & Wang, Y., 2 Jun 2025, (Accepted/In press) Proceedings of the 41st Conference on Uncertainty in Artificial Intelligence. Proceedings of Machine Learning ResearchResearch output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)
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High-Dimensional Differential Parameter Inference in Exponential Family using Time Score Matching
Williams, D. J., Wang, L., Ying, Q., Liu, S. & Mladen, K., 5 May 2025, Proceedings of The 28th International Conference on Artificial Intelligence and Statistics. Proceedings of Machine Learning Research, p. 3493-3501 25 p. (Proceedings of Machine Learning Research; vol. 258).Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)
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Machine Learning Based Probe Skew Correction for High-frequency BH Loop Measurements
Wang, Y., Liu, S., Wang, J., Cui, B. & Yang, J., 28 Apr 2025, (E-pub ahead of print) In: IEEE Transactions on Power Electronics. 6 p.Research output: Contribution to journal › Article (Academic Journal) › peer-review
Open AccessFile8 Downloads (Pure)
Projects
- 2 Finished
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Using Machine Learning to Correct Probe Skew in High-frequency Electrical Loss Measurements
Wang, J. (Principal Investigator) & Liu, S. (Co-Investigator)
20/11/23 → 31/05/24
Project: Research
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Joint workshop Between JGI and ISM: High Dimensional and Bayesian Inference toward Quantifying Real-World Uncertainties
Liu, S. (Principal Investigator), Robson Brown, K. (Principal Investigator) & Holley, A. P. (Co-Investigator)
28/05/19 → 31/05/19
Project: Research
Prizes
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Outstanding Performance Award 3rd Place, MagNet Challenge 2023
Wang, J. (Recipient), McKeague, T. (Recipient), Zhang, L. (Recipient), Cui, B. (Recipient) & Liu, S. (Recipient), 28 Feb 2024
Prize: Prizes, Medals, Awards and Grants
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Ayaka Sakata
Liu, S. (Host)
5 Jun 2023 → 9 Jun 2023Activity: Hosting a visitor types › Hosting an academic visitor
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Simulating Boundary Examples
Liu, S. (Recipient)
2018 → 2020Activity: Other activity types › Fellowship awarded competitively