| 2022 | EMNLP | Hard Gate Knowledge Distillation - Leverage Calibration for Robust and Reliable Language Model. | Dongkyu Lee, Zhiliang Tian, Yingxiu Zhao, Ka Chun Cheung, Nevin Lianwen Zhang |
| 2015 | AAAI | Unidimensional Clustering of Discrete Data Using Latent Tree Models. | April H. Liu, Leonard K. M. Poon, Nevin Lianwen Zhang |
| 2012 | UAI | A Model-Based Approach to Rounding in Spectral Clustering. | Leonard K. M. Poon, April H. Liu, Tengfei Liu, Nevin Lianwen Zhang |
| 2011 | ECSQARU | Latent Tree Classifier. | Yi Wang, Nevin Lianwen Zhang, Tao Chen, Leonard K. M. Poon |
| 2011 | PAKDD | Discovery of Regularities in the Use of Herbs in Traditional Chinese Medicine Prescriptions. | Nevin Lianwen Zhang, Runsun Zhang, Tao Chen |
| 2010 | ICML | Variable Selection in Model-Based Clustering: To Do or To Facilitate. | Leonard K. M. Poon, Nevin Lianwen Zhang, Tao Chen, Yi Wang |
| 2008 | AAAI | Latent Tree Models and Approximate Inference in Bayesian Networks. | Yi Wang, Nevin Lianwen Zhang, Tao Chen |
| 2007 | AIME | Hierarchical Latent Class Models and Statistical Foundation for Traditional Chinese Medicine. | Nevin Lianwen Zhang, Shihong Yuan, Tao Chen, Yi Wang |
| 2007 | ICCS | Discovering Latent Structures: Experience with the CoIL Challenge 2000 Data Set. | Nevin Lianwen Zhang |
| 2006 | ISAIM | Quartet-Based Learning of Hierarchical Latent Class Models: Discovery of Shallow Latent Variables. | Tao Chen, Nevin Lianwen Zhang |
| 2004 | ICTAI | Efficient Learning of Hierarchical Latent Class Models. | Nevin Lianwen Zhang, Toms Kocka |
| 2003 | ECSQARU | Effective Dimensions of Partially Observed Polytrees. | Toms Kocka, Nevin Lianwen Zhang |
| 2002 | AAAI | Hierarchical Latent Class Models for Cluster Analysis. | Nevin Lianwen Zhang |
| 2002 | AAAI | Value Iteration Working with Belief Subset. | Weihong Zhang, Nevin Lianwen Zhang |
| 2002 | ISAIM | An Alternative Formulation of Dynamic-Programming Updates for POMDPs. | Weihong Zhang, Nevin Lianwen Zhang |
| 2002 | UAI | Dimension Correction for Hierarchical Latent Class Models. | Toms Kocka, Nevin Lianwen Zhang |
| 2001 | AISTATS | Solving Hidden-Mode Markov Decision Problems. | Samuel Ping-Man Choi, Nevin Lianwen Zhang, Dit-Yan Yeung |
| 2001 | ECSQARU | Space-Progressive Value Iteration: An Anytime Algorithm for a Class of POMDPs. | Nevin Lianwen Zhang, Weihong Zhang |
| 1999 | IJCAI | On the Role of Context-Specific Independence in Probabilistic Inference. | Nevin Lianwen Zhang, David L. Poole |
| 1999 | UAI | A Method for Speeding Up Value Iteration in Partially Observable Markov Decision Processes. | Nevin Lianwen Zhang, Stephen S. Lee, Weihong Zhang |
| 1998 | PRICAI | Context-Specific Independence, Decomposition of Conditional Probabilities, and Inference in Bayesian Networks. | Nevin Lianwen Zhang |
| 1998 | UAI | Probabilistic Inference in Influence Diagrams. | Nevin Lianwen Zhang |
| 1998 | UAI | Planning with Partially Observable Markov Decision Processes: Advances in Exact Solution Method. | Nevin Lianwen Zhang, Stephen S. Lee |
| 1997 | UAI | Incremental Pruning: A Simple, Fast, Exact Method for Partially Observable Markov Decision Processes. | Anthony R. Cassandra, Michael L. Littman, Nevin Lianwen Zhang |
| 1997 | UAI | Region-Based Approximations for Planning in Stochastic Domains. | Nevin Lianwen Zhang, Wenju Liu |
| 1997 | UAI | Independence of Causal Influence and Clique Tree Propagation. | Nevin Lianwen Zhang, Li Yan |
| 1997 | UAI | Fast Value Iteration for Goal-Directed Markov Decision Processes. | Nevin Lianwen Zhang, Weihong Zhang |
| 1995 | UAI | Inference with Causal Independence in the CPSC Network. | Nevin Lianwen Zhang |
| 1994 | UAI | Solving Asymmetric Decision Problems with Influence Diagrams. | Runping Qi, Nevin Lianwen Zhang, David L. Poole |
| 1994 | UAI | Intercausal Independence and Heterogeneous Factorization. | Nevin Lianwen Zhang, David L. Poole |
| 1993 | UAI | Incremental computation of the value of perfect information in stepwise-decomposable influence diagrams. | Nevin Lianwen Zhang, Runping Qi, David L. Poole |
| 1992 | KR | Stepwise-Decomposable Influence Diagrams. | Nevin Lianwen Zhang, David L. Poole |