Hi, I am Honghua Zhang (张宏华). I am a fifth-year Ph.D. student in the Computer Science department of University of California, Los Angeles (UCLA). I'm fortunate to be part of the Statistical and Relational Artificial Intelligence (StarAI) lab and to be advised by Professor Guy Van den Broeck.
My research interests lie at the intersection of probabilistic machine learning and deep generative models. The goal of my research is to design expressive and scalable probabilistic methods to achieve fine-grained control of deep generative models by imposing logical constraints.
I also finished my undergraduate studies at UCLA with a double major in Computer Science and Mathematics.
Email: hzhang19 [at] cs [dot] ucla [dot] edu
Links: [Google Scholar] [Github] [Twitter]
Oliver Broadrick, Honghua Zhang, Guy Van den Broeck
arXiv 2024.Honghua Zhang*, Meihua Dang*, Nanyun Peng, Guy Van den Broeck
ICML 2023. Oral Presentation. Honghua Zhang, Liunian Harold Li, Tao Meng, Kai-Wei Chang, Guy Van den Broeck.
IJCAI 2023.
[abstract]
[pdf]
[poster]
Nikil Roashan Selvam, Honghua Zhang, Guy Van den Broeck
AISTATS 2023.Anji Liu*, Honghua Zhang*, Guy Van den Broeck
ICLR 2023. Oral Presentation. Honghua Zhang, Brendan Juba, Guy Van den Broeck.
ICML 2021.
Oral Presentation.
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UAI 2021 Workshop on TPM.
Best Paper Award.
[abstract]
[pdf]
[poster]
Honghua Zhang, Steven Holtzen, Guy Van den Broeck.
UAI 2020.
[abstract]
[pdf]