Sitemap
A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
Pages
Posts
Future Blog Post
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Blog Post number 4
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 3
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 2
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 1
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
portfolio
Portfolio item number 1
Short description of portfolio item number 1
Portfolio item number 2
Short description of portfolio item number 2
publications
Missing Data Imputation by Reducing Mutual Information with Rectified Flows
Published in arXiv preprint, 2025
This paper introduces a novel iterative method for missing data imputation that sequentially reduces the mutual information between data and their corresponding missing mask.
Recommended citation: Yu, Jiahao, Qizhen Ying, Leyang Wang, Ziyue Jiang, and Song Liu. "Missing Data Imputation by Reducing Mutual Information with Rectified Flows." arXiv preprint arXiv:2505.11749 (2025).
Download Paper | Download Bibtex
High-Dimensional Differential Parameter Inference in Exponential Family using Time Score Matching
Published in The 28th International Conference on Artificial Intelligence and Statistics (AISTATS 2025), 2025
This paper addresses differential inference in time-varying parametric probabilistic models and proposes to directly learn the time derivative of parameters via time score matching.
Recommended citation: Williams, Daniel J., Leyang Wang, Qizhen Ying, Song Liu, and Mladen Kolar. "High-Dimensional Differential Parameter Inference in Exponential Family using Time Score Matching." In The 28th International Conference on Artificial Intelligence and Statistics (AISTATS 2025).
Download Paper | Download Bibtex
talks
Talk 1 on Relevant Topic in Your Field
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This is a description of your talk, which is a markdown file that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
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This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
2024 Mathematical Programming
Lab demonstrator, University of Bristol, School of Mathematics, 2024
2025 B20 Third Year Machine Learning Laboratory
Lab demonstrator, University of Oxford, Department of Engineering, 2025
2025 CWM AI+ML in Python
Lab demonstrator, University of Oxford, Department of Engineering, 2025