Yang Xiang

According to our database, Yang Xiang authored at least 62 papers between 1989 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Trans-Causalizing NAT-Modeled Bayesian Networks.

Yang Xiang, Dylan Loker

IEEE Trans. Cybern., 2022

2021

Learning tractable NAT-modeled Bayesian networks.

Yang Xiang, Qian Wang

Ann. Math. Artif. Intell., 2021

Constructing Junction Tree Agent Organization with Privacy.

Yang Xiang, Abdulrahman Alshememry

Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021

2020

Privacy sensitive environment re-decomposition for junction tree agent organization construction.

Yang Xiang, Abdulrahman Alshememry

Auton. Agents Multi Agent Syst., 2020

2019

Direct causal structure extraction from pairwise interaction patterns in NAT modeling Bayesian networks.

Yang Xiang

Int. J. Approx. Reason., 2019

2018

NAT model-based compression of Bayesian network CPTs over multivalued variables.

Yang Xiang, Qian Jiang

Comput. Intell., 2018

Privacy Sensitive Construction of Junction Tree Agent Organization for Multiagent Graphical Models.

Yang Xiang, Abdulrahman Alshememry

Proceedings of the International Conference on Probabilistic Graphical Models, 2018

De-Causalizing NAT-Modeled Bayesian Networks for Inference Efficiency.

Yang Xiang, Dylan Loker

Proceedings of the Advances in Artificial Intelligence, 2018

Compressing Bayesian Networks: Swarm-Based Descent, Efficiency, and Posterior Accuracy.

Yang Xiang, Benjamin Baird

Proceedings of the Advances in Artificial Intelligence, 2018

2017

Efficient probabilistic inference in Bayesian networks with multi-valued NIN-AND tree local models.

Yang Xiang, Yiting Jin

Int. J. Approx. Reason., 2017

Fault Tolerant Direct NAT Structure Extraction from Pairwise Causal Interaction Patterns.

Yang Xiang

Proceedings of the Scalable Uncertainty Management - 11th International Conference, 2017

Extraction of NAT Causal Structures Based on Bipartition.

Yang Xiang

Proceedings of the Thirtieth International Florida Artificial Intelligence Research Society Conference, 2017

2016

Privacy preserving existence recognition and construction of hypertree agent organization.

Yang Xiang, Kamala Srinivasan

Auton. Agents Multi Agent Syst., 2016

Compressing Bayes Net CPTs with Persistent Leaky Causes.

Yang Xiang, Qian Jiang

Proceedings of the Probabilistic Graphical Models - Eighth International Conference, 2016

Multiplicative Factorization of Multi-Valued NIN-AND Tree Models.

Yang Xiang, Yiting Jin

Proceedings of the Twenty-Ninth International Florida Artificial Intelligence Research Society Conference, 2016

Compression of General Bayesian Net CPTs.

Yang Xiang, Qian Jiang

Proceedings of the Advances in Artificial Intelligence, 2016

2015

Multiagent Decision Making in Collaborative Decision Networks by Utility Cluster Based Partial Evaluation.

Yang Xiang, Frank Hanshar

Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2015

2014

Distributed constraint satisfaction with multiply sectioned constraint networks.

Yang Xiang, Mohamed Younis, Wanling Zhang

Int. J. Inf. Decis. Sci., 2014

2013

Construction of Privacy Preserving Hypertree Agent Organization as Distributed Maximum Spanning Tree.

Yang Xiang, Kamala Srinivasan

Proceedings of the Advances in Artificial Intelligence, 2013

Boundary Set Based Existence Recognition and Construction of Hypertree Agent Organization.

Yang Xiang, Kamala Srinivasan

Proceedings of the Advances in Artificial Intelligence, 2013

2012

Non-impeding noisy-AND tree causal models over multi-valued variables.

Yang Xiang

Int. J. Approx. Reason., 2012

Multiagent Decision by Partial Evaluation.

Yang Xiang, Franklin Hanshar

Proceedings of the Advances in Artificial Intelligence, 2012

2011

Multiagent Expedition with Graphical Models.

Yang Xiang, Franklin Hanshar

Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2011

Multiagent bayesian forecasting of structural time-invariant dynamic systems with graphical models.

Yang Xiang, James Smith, Jeff Kroes

Int. J. Approx. Reason., 2011

Partial Evaluation for Planning in Multiagent Expedition.

Yang Xiang, Franklin Hanshar

Proceedings of the Advances in Artificial Intelligence, 2011

2010

Preface: Special Issue on Uncertain Reasoning.

Yang Xiang, Kevin Grant

J. Autom. Reason., 2010

Comparison of tightly and loosely coupled decision paradigms in multiagent expedition.

Yang Xiang, Franklin Hanshar

Int. J. Approx. Reason., 2010

A. Darwiche, Modeling and Reasoning with Bayesian Networks , Cambridge (2009).

Yang Xiang

Artif. Intell., 2010

Generalized Non-impeding Noisy-AND Trees.

Yang Xiang

Proceedings of the Twenty-Third International Florida Artificial Intelligence Research Society Conference, 2010

2009

Pseudo-Independent Models and Decision Theoretic Knowledge Discovery.

Yang Xiang

Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

Multiagent Bayesian Forecasting of Time Series with Graphical Models.

Yang Xiang, James Smith, Jeff Kroes

Proceedings of the Twenty-Second International Florida Artificial Intelligence Research Society Conference, 2009

2008

Building Intelligent Sensor Networks with Multiagent Graphical Models.

Yang Xiang

Proceedings of the Intelligent Decision Making: An AI-Based Approach, 2008

Distributed University Timetabling with Multiply Sectioned Constraint Networks.

Yang Xiang, Wanling Zhang

Proceedings of the Twenty-First International Florida Artificial Intelligence Research Society Conference, 2008

2007

Tractable Optimal Multiagent Collaborative Design.

Yang Xiang

Proceedings of the 2007 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2007

A Decision Theoretic View on Choosing Heuristics for Discovery of Graphical Models.

Yang Xiang

Proceedings of the Twentieth International Florida Artificial Intelligence Research Society Conference, 2007

Multiagent Constraint Satisfaction with Multiply Sectioned Constraint Networks.

Yang Xiang, Wanling Zhang

Proceedings of the Advances in Artificial Intelligence, 2007

Planning in Multiagent Expedition with Collaborative Design Networks.

Yang Xiang, Franklin Hanshar

Proceedings of the Advances in Artificial Intelligence, 2007

2006

A computational framework for package planning.

Yang Xiang, Michael Janzen

Int. J. Knowl. Based Intell. Eng. Syst., 2006

2004

Package Planning with Graphical Models.

Yang Xiang, Michael Janzen

Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, 2004

A Decision-Theoretic Graphical Model for Collaborative Design on Supply Chains.

Yang Xiang, Junjiang Chen, Abhi Deshmukht

Proceedings of the Advances in Artificial Intelligence, 2004

2003

On the role of multiply sectioned Bayesian networks to cooperative multiagent systems.

Yang Xiang, Victor R. Lesser

IEEE Trans. Syst. Man Cybern. Part A, 2003

Comparison of multiagent inference methods in multiply sectioned Bayesian networks.

Yang Xiang

Int. J. Approx. Reason., 2003

A Constructive Graphical Model Approach for Knowledge-Based Systems: A Vehicle Monitoring Case Study.

Yang Xiang, Victor R. Lesser

Comput. Intell., 2003

Probabilistic Reasoning for Meal Planning in Intelligent Fridges.

Michael Janzen, Yang Xiang

Proceedings of the Advances in Artificial Intelligence, 2003

2002

Editorial advances on uncertain reasoning in intelligent systems.

Eugene Santos, Yang Xiang

IEEE Trans. Syst. Man Cybern. Part B, 2002

Deborah Ann Stacey, Application of Bayesian Networks to Shopping Assistance.

Yang Xiang, Chenwen Ye

Proceedings of the Advances in Artificial Intelligence, 2002

2001

Cooperative triangulation in MSBNs without revealing subnet structures.

Yang Xiang

Networks, 2001

Local Score Computation in Learning Belief Networks.

Yang Xiang, J. Lee

Proceedings of the Advances in Artificial Intelligence, 2001

2000

Belief updating in multiply sectioned Bayesian networks without repeated local propagations.

Yang Xiang

Int. J. Approx. Reason., 2000

Justifying Multiply Sectioned Bayesian Networks.

Yang Xiang, Victor R. Lesser

Proceedings of the 4th International Conference on Multi-Agent Systems, 2000

1999

Parallel Learning of Belief Networks in Large and Difficult Domains.

Yang Xiang, Tongsheng Chu

Data Min. Knowl. Discov., 1999

Temporally Invariant Junction Tree for Interference in Dynamic Bayesian Network.

Yang Xiang

Proceedings of the Artificial Intelligence Today: Recent Trends and Developments, 1999

1998

Verification of DAG structures in cooperative belief network-based multiagent systems.

Yang Xiang

Networks, 1998

Temporally Invariant Junction Tree for Inference in Dynamic Bayesian Network.

Yang Xiang

Proceedings of the Advances in Artificial Intelligence, 1998

1997

Exploring Parallelism in Learning Belief Networks.

Tongsheng Chu, Yang Xiang

Proceedings of the UAI '97: Proceedings of the Thirteenth Conference on Uncertainty in Artificial Intelligence, 1997

1996

A Probabilistic Framework for Cooperative Multi-Agent Distributed Interpretation and Optimization of Communication.

Yang Xiang

Artif. Intell., 1996

Semantics of Multiply Selectioned Bayesian Networks for Cooperative Multi-agent Distributed Interpretation.

Yang Xiang

Proceedings of the Advances in Artificial Intelligence, 1996

1995

Optimization of Inter-Subnet Belief Updating in Multiply Sectioned Bayesian Networks.

Yang Xiang

Proceedings of the UAI '95: Proceedings of the Eleventh Annual Conference on Uncertainty in Artificial Intelligence, 1995

1993

Multiply Sectioned Bayesian Networks and Junction Forests for Large Knowledge-Based Systems.

Yang Xiang, David Poole, Michael P. Beddoes

Comput. Intell., 1993

Multiply sectioned Bayesian networks for neuromuscular diagnosis.

Yang Xiang, B. Pant, Andrew Eisen, Michael P. Beddoes, David Poole

Artif. Intell. Medicine, 1993

1992

Exploring Localization in Bayesian Networks for Large Expert Systems.

Yang Xiang, David Poole, Michael P. Beddoes

Proceedings of the UAI '92: Proceedings of the Eighth Annual Conference on Uncertainty in Artificial Intelligence, 1992

1989

Can Uncertainty Management be Realized in a Finite Totally Ordered Probability Algebra?

Yang Xiang, Michael P. Beddoes, David Poole

Proceedings of the UAI '89: Proceedings of the Fifth Annual Conference on Uncertainty in Artificial Intelligence, 1989