Zhang, Chunming

8 publications

TMLR 2026 GGFlow: A Graph Flow Matching Method with Efficient Optimal Transport Xiaoyang Hou, Tian Zhu, Milong Ren, Dongbo Bu, Xin Gao, Chunming Zhang, Shiwei Sun

JMLR 2024 DAG-Informed Structure Learning from Multi-Dimensional Point Processes Chunming Zhang, Muhong Gao, Shengji Jia

NeurIPSW 2024 Improving Molecular Graph Generation with Flow Matching and Optimal Transport Xiaoyang Hou, Tian Zhu, Milong Ren, Dongbo Bu, Xin Gao, Chunming Zhang, Shiwei Sun

MLJ 2023 Robust Estimation in Regression and Classification Methods for Large Dimensional Data Chunming Zhang, Lixing Zhu, Yanbo Shen

AISTATS 2014 Learning Heterogeneous Hidden Markov Random Fields Jie Liu, Chunming Zhang, Elizabeth S. Burnside, David Page

ICML 2014 Multiple Testing Under Dependence via Semiparametric Graphical Models Jie Liu, Chunming Zhang, Elizabeth Burnside, David Page

UAI 2012 Graphical-Model Based Multiple Testing Under Dependence, with Applications to Genome-Wide Association Studies Jie Liu, Chunming Zhang, Catherine A. McCarty, Peggy L. Peissig, Elizabeth S. Burnside, David Page

AISTATS 2012 High-Dimensional Structured Feature Screening Using Binary Markov Random Fields Jie Liu, Chunming Zhang, Catherine Mccarty, Peggy Peissig, Elizabeth Burnside, David Page