Yuan, Changhe

30 publications

AAAI 2021 Improving Causal Discovery by Optimal Bayesian Network Learning Ni Y. Lu, Kun Zhang, Changhe Yuan

PGM 2020 Efficient Heuristic Search for M-Modes Inference Cong Chen, Changhe Yuan, Chao Chen

PGM 2020 Solving Multiple Inference by Minimizing Expected Loss Cong Chen, Jiaqi Yang, Chao Chen, Changhe Yuan

IJCAI 2019 Heuristic Search for Homology Localization Problem and Its Application in Cardiac Trabeculae Reconstruction Xudong Zhang, Pengxiang Wu, Changhe Yuan, Yusu Wang, Dimitris N. Metaxas, Chao Chen

AAAI 2019 Learning Diverse Bayesian Networks Cong Chen, Changhe Yuan

UAI 2019 Variational Training for Large-Scale Noisy-or Bayesian Networks Geng Ji, Dehua Cheng, Huazhong Ning, Changhe Yuan, Hanning Zhou, Liang Xiong, Erik B. Sudderth

PGM 2018 Solving M-Modes in Loopy Graphs Using Tree Decompositions Cong Chen, Changhe Yuan, Ze Ye, Chao Chen

JAIR 2016 Exact Algorithms for MRE Inference Xiaoyuan Zhu, Changhe Yuan

IJCAI 2016 Solving M-Modes Using Heuristic Search Cong Chen, Changhe Yuan, Chao Chen

AAAI 2015 An Exact Algorithm for Solving Most Relevant Explanation in Bayesian Networks Xiaoyuan Zhu, Changhe Yuan

AAAI 2015 An Improved Lower Bound for Bayesian Network Structure Learning Xiannian Fan, Changhe Yuan

UAI 2014 Finding Optimal Bayesian Network Structures with Constraints Learned from Data Xiannian Fan, Brandon M. Malone, Changhe Yuan

AAAI 2014 Tightening Bounds for Bayesian Network Structure Learning Xiannian Fan, Changhe Yuan, Brandon M. Malone

UAI 2013 Evaluating Anytime Algorithms for Learning Optimal Bayesian Networks Brandon M. Malone, Changhe Yuan

JAIR 2013 Learning Optimal Bayesian Networks: A Shortest Path Perspective Changhe Yuan, Brandon M. Malone

UAI 2013 Solving Limited-Memory Influence Diagrams Using Branch-and-Bound Search Arindam Khaled, Eric A. Hansen, Changhe Yuan

UAI 2012 An Improved Admissible Heuristic for Learning Optimal Bayesian Networks Changhe Yuan, Brandon M. Malone

UAI 2011 Improving the Scalability of Optimal Bayesian Network Learning with External-Memory Frontier Breadth-First Branch and Bound Search Brandon M. Malone, Changhe Yuan, Eric A. Hansen, Susan Bridges

IJCAI 2011 Learning Optimal Bayesian Networks Using A* Search Changhe Yuan, Brandon M. Malone, XiaoJian Wu

AAAI 2011 Memory-Efficient Dynamic Programming for Learning Optimal Bayesian Networks Brandon M. Malone, Changhe Yuan, Eric A. Hansen

JAIR 2011 Most Relevant Explanation in Bayesian Networks Changhe Yuan, Heejin Lim, Tsai-Ching Lu

UAI 2010 Solving Multistage Influence Diagrams Using Branch-and-Bound Search Changhe Yuan, XiaoJian Wu, Eric A. Hansen

IJCAI 2009 Efficient Computation of Jointree Bounds for Systematic MAP Search Changhe Yuan, Eric A. Hansen

UAI 2009 Most Relevant Explanation: Properties, Algorithms, and Evaluations Changhe Yuan, Xiaolu Liu, Tsai-Ching Lu, Heejin Lim

AAAI 2008 A General Framework for Generating Multivariate Explanations in Bayesian Networks Changhe Yuan, Tsai-Ching Lu

IJCAI 2007 Dynamic Weighting A* Search-Based MAP Algorithm for Bayesian Networks Xiaoxun Sun, Marek J. Druzdzel, Changhe Yuan

AAAI 2007 Generalized Evidence Pre-Propagated Importance Sampling for Hybrid Bayesian Networks Changhe Yuan, Marek J. Druzdzel

AISTATS 2007 Importance Sampling for General Hybrid Bayesian Networks Changhe Yuan, Marek J. Druzdzel

UAI 2004 Annealed MAP Changhe Yuan, Tsai-Ching Lu, Marek J. Druzdzel

UAI 2003 An Importance Sampling Algorithm Based on Evidence Pre-Propagation Changhe Yuan, Marek J. Druzdzel