Research Interests

  • Knowledge representation and reasoning: Languages, Semantics, Efficient Reasoning Algorithms and System, Modeling Methodologies, Hybrid Knowledge Representation and Reasoning, and Applications to Education and Healthcare problems.
  • Declarative Programming Paradigm: Logic Programming and Answer Set Programming, Constraint Programming and Probabilistic Reasoning (P-log).
  • Information Extract. Semi-structured data extraction. Aspect extraction in Sentiment Analysis

 

Teaching

Intorduction to Artificial Intelligence

Theory of Automata

Principles of Constraint Programming

Introduction to Programming Principles

Logic for Computer Scientist

Special topics in Artificial Intelligence

††

Projects

       Multimorbidity, Clinical Practice Guidelines and Automated Reasoning (where you can find publications, source code and web applications)

       A Logic Programming Approach to Integrating Computing with Middle School Science Education (NSF DRL-1901704)

 

Publications (selected)††

Yuanlin Zhang, Roland H. C. Yap. Solving Functional Constraints by Variable Elimination. Theory and Practice of Logic Programming, accepted, 2010

Yuanlin Zhang, Satyanarayana Marisetti. Solving connected row convex constraints by variable elimination. Artificial Intelligence 173 (12-13): 1204-1219, 2009

Yuanlin Zhang, Eugene C. Freuder: Properties of tree convex constraints. Artificial Intelligence 172(12-13): 1605-1612, 2008

Veena S. Mellarkod, Michael Gelfond, and Yuanlin Zhang. Integrating answer set programming and constraint logic programming. Annals of Mathematics and Artificial Intelligence 53: 251-287, 2008.

Yuanlin Zhang and Roland H. C. Yap. Set Intersection and Consistency in Constraint Networks. Journal of Artificial Intelligence Research, 27, 441-464, 2006

Zhijun Lin, Yuanlin Zhang, and Hector Hernandez. Fast SAT-based Answer Set Solver, In Proceedings of AAAI-2006. [PDF]

Chavalit Likitvivatanavong, Yuanlin Zhang, James Bowen, and Eugene C. Freuder. Maintaining arc consistency using adaptive domain ordering, In Proceedings of IJCA-2005. [PDF]

Christian Bessiere, Jean-Charles Regin, Roland H.C. Yap and Yuanlin Zhang. An optimal coarse-grained arc consistency algorithm. Artificial Intelligence Journal 165(2): 165-185, 2005, [PDF]

Yuanlin Zhang and Roland Yap. Consistency and Set Intersection. In Proceedings of Eighteenth International Joint Conference on Artificial Intelligence (IJCAI-03),Acapulco, Mexico, 2003. [PDF]

Yuanlin Zhang and Roland Yap. Erratum: P. van Beek and R. Dechterís Theorem on Constraint Looseness and Local Consistency. Journal of the ACM, vol. 50, num 3, 2003, pp 277-279. [PDF]

Bio

Yuanlin Zhang studied Computer Science and Engineering in East-China Institute of Technology and Mathematics in Nanjing University, Nanjing, China. He obtained his doctoral degree in Computer Science from National University of Singapore. His PhD work is on the understanding of efficient constraint solving in the context of Constraint Programming and contributes to the design of efficient and elegant algorithms for constraint propagation and for solving constraint satisfaction problems with special properties.

Yuanlin worked as a Teaching Assistant in National University of Singapore for five years. He was a research staff at Cork Constraint Computation Center in University College Cork, Cork, Ireland, before he joined Computer Science Department of Texas Tech University, Lubbock, Texas.

More information can be found in his CV.