Zhang, Honghua

10 publications

AISTATS 2025 Restructuring Tractable Probabilistic Circuits Honghua Zhang, Benjie Wang, Marcelo Arenas, Guy Van Broeck

ICML 2025 Scaling Probabilistic Circuits via Monarch Matrices Honghua Zhang, Meihua Dang, Benjie Wang, Stefano Ermon, Nanyun Peng, Guy Van Den Broeck

NeurIPS 2024 Adaptable Logical Control for Large Language Models Honghua Zhang, Po-Nien Kung, Masahiro Yoshida, Guy Van den Broeck, Nanyun Peng

UAI 2024 Polynomial Semantics of Tractable Probabilistic Circuits Oliver Broadrick, Honghua Zhang, Guy Broeck

AISTATS 2023 Mixtures of All Trees Nikil Roashan Selvam, Honghua Zhang, Guy Broeck

IJCAI 2023 On the Paradox of Learning to Reason from Data Honghua Zhang, Liunian Harold Li, Tao Meng, Kai-Wei Chang, Guy Van den Broeck

ICLR 2023 Scaling up Probabilistic Circuits by Latent Variable Distillation Anji Liu, Honghua Zhang, Guy Van den Broeck

ICML 2023 Tractable Control for Autoregressive Language Generation Honghua Zhang, Meihua Dang, Nanyun Peng, Guy Van Den Broeck

ICML 2021 Probabilistic Generating Circuits Honghua Zhang, Brendan Juba, Guy Van Den Broeck

UAI 2020 On the Relationship Between Probabilistic Circuits and Determinantal Point Processes Honghua Zhang, Steven Holtzen, Guy Broeck