Song Liu

Emailsong.liubristol.acuk

BS8 1UG

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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

18 Conference Contribution (Conference Proceeding)
8 Article (Academic Journal)
2 Conference Paper

Direct Doubly Robust Estimation of Conditional Quantile Contrasts
Givens, J. L., Reeve, H., Liu, S. & Reluga, K., 22 Jan 2026, (Accepted/In press) International Conference on Learning Representations 2026.
Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

Open Access
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 Research
Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

Open Access
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, Vol. 258. p. 3493-3501 9 p. (Proceedings of Machine Learning Research; vol. 258).
Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)
1 Citation (Scopus)

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
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

Honorable Mention - MagNet Challenge 2
Cui, B. (Recipient), Yang, J. (Recipient), Huo, Y. (Recipient), Zhang, L. (Recipient), Martinez, A. (Recipient), Liu, S. (Recipient) & Wang, J. (Recipient), 10 Mar 2026
Prize: Prizes, Medals, Awards and Grants

File
Outstanding Paper at ICML2025
Givens, J. L. (Recipient), Liu, S. (Recipient) & Reeve, H. W. J. (Recipient), 2025
Prize: Prizes, Medals, Awards and Grants

File
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

Ayaka Sakata
Liu, S. (Host)
5 Jun 2023 → 9 Jun 2023
Activity: Hosting a visitor types › Hosting an academic visitor
Simulating Boundary Examples
Liu, S. (Recipient)
2018 → 2020
Activity: Other activity types › Fellowship awarded competitively

Dr Song Liu

Fingerprint

Collaborations and top research areas from the last five years

Dive into details

Direct Doubly Robust Estimation of Conditional Quantile Contrasts

Guiding Time-Varying Generative Models by Natural Gradients on Exponential Family Manifold

High-Dimensional Differential Parameter Inference in Exponential Family using Time Score Matching

Using Machine Learning to Correct Probe Skew in High-frequency Electrical Loss Measurements

Joint workshop Between JGI and ISM: High Dimensional and Bayesian Inference toward Quantifying Real-World Uncertainties

Honorable Mention - MagNet Challenge 2

Outstanding Paper at ICML2025

Outstanding Performance Award 3rd Place, MagNet Challenge 2023

Ayaka Sakata

Simulating Boundary Examples

Dr Song Liu

Fingerprint

Collaborations and top research areas from the last five years

Research output

Projects

Prizes

Activities