Major Research Publications
Book:
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Yao, Y., Xue, Y., and Gong, L., Knowledge-Based Systems, Dalian Institute
of Technology Publishing Co., China, 1988.
Book Translation:
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Gong, L., and Chen, S.,(Chinese Translation of Weiss,S., and Kulikowski,C.,
A Practical Guide to Designing Expert Systems, Rowman & Allanheld,
Totowa, NJ, 1984), Jilin University Publishing Co., China, 1986.
Chapter in Book:
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Gong,L., Kulikowski,C., and Mezrich,R., Modeling Expertise in Planning
Biomedical Image Interpretation, In: Houstis, E.N., and Rice, J.R., eds.,
Artificial Intelligence, Expert Systems and Symbolic Computing. Amsterdam:
Elsevier Science Publishers B.V. 270-277, 1992.
Journal Publications:
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Gong, L. Exploring Computational Mechanism for Contexts. IEEE Computational
Intelligence Bulletin, 2002: 1(1):19-25.
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McCarthy, John, Minsky, Marvin, Sloman, Aaron, Gong, Leiguang, Lau, Tessa,
Morgenstern, Leora, Mueller, Erik T., Riecken, Doug, Singh,
Moninder, & Singh, Push (2002). An architecture of diversity for commonsense
reasoning. IBM Systems Journal, 41(3), 530-539.
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Gong, L., Common-Sense Reasoning In Vision, Special Issue of International
Journal on Knowledge-Based Systems. 2002 (In preparation)
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Gong,L., Kulikowski,C., Composition of Image Analysis Processes through
Object-Centered Hierarchical Planning, IEEE TRANS on Pattern Recognition
and Machine Intelligence (PAMI), 1995;17(10):997-1009.
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Kulikowski,C., Gong,L., Medical Image Processing in the Era of
High-Performance
Computing, International Medical Informatic Association (AMIA) Yearbook94,
61-68, 1994.
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Kulikowski,C., Gong,L., Knowledge-Based Medical Image Analysis and
Representation
for Integrating Content Definition with the Radiological Report. Methods
of Information in Medicine, 1995;34:96-103.
Technical Reports:
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Gong,L., Composition of Image Analysis Processes through Object-Centered
Hierarchical Planning, Technical Report LCSR-TR-180 (PhD. Thesis), Rutgers
University, 1992.
Selected Conference Publications:
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Gong, L., Klinger, T., Matchen, P., Tarr, P., Uceda-Sosa, R., Ying,
A., Xu, J., Zhou, X., Integrated solution engineering. OOPSLA Companion 2006: 726-727.
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Gong, L., Lin, G., Qu, J., Zhang, J., Towards Building Mobile Device That Behaves According To
Contexts, Mobility 2005.
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Cao, Z., Shen, H., Gong, L., A beam-through algorithm to compute
multiple sequence alignment, Machine Learning and Cybernetics, 2005.
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Gong, L., Can web-based recommendation systems afford deep
models: a context-based approach for efficient model-based
reasoning. WWW 2004: 89-93.
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Gong,L., and Riecken, R., Constraining Model-Based Reasoning Using
Contexts. Web Intelligence 2003: 507-510
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Gong, L., A Computational Framework for Contexts, International
Conference on Artificial Intelligence, Las Vegas, June 2002.
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Gong, L., and Kulikowski, C.A., Defining Spatial Contexts for Focused Image
Analysis, in Proc. of IEEE SYSTEMS, MAN, AND CYBERNETICS 2001. Arizona
2001. p1184-87.
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Gong, L., Image Analysis as Context-Based Reasoning, In Proc. of ISCA 10th
International conference on Intelligent Systems. Virginia, p130-34,
2001.
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Gong,L., Kulikowski,CA., and Chang S., Knowledge-Based Planning for
Intelligent
Control in Real-Time Groupware. In proc. of Intelligent Systems and
Computer
Applications (ISCA) Conference 1997.
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Gong,L., Kulikowski,CA., and Chang S., An Intelligent Groupware Environment
for Real-Time Distributed Medical Collaboration. In Proc. of 21th Symposium
on Computer Applications in Medical Care (SCAMC). 1997.
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Kulikowski,CA., Mezrich,R., Abad Mota,S., and Gong,L., Iconic Reporting
of Retrieval by Iconic Content From a Database of Radiological Reports.
Proceedings of AMIA Annual Fall Symposium 867, 1996.
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Kulikowski,CA., Mezrich,R., Gong,L., et al. Iconic Reporting of
Radiological
Findings: A New Visual Summarization and Communication Method. Proceedings
of SCAR96. 310-315, 1996.
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Foran,D., Meer,P., Papathomas,T., Marsic,I., Gong,L., Kulikowski,C.,
Trelstad,R.,
Establishing perceptual criteria on image quality in diagnostic
telepathology.
Submitted to International Conference on Image Processing, Laussanne,
Switzerland,
September 1996.
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Gong,L., Kulikowski,C. Knowledge-Based Planning for Composing Image
Analysis
Processes. In Proceedings of First International Workshop on
Knowledge-Based
Systems for the (Re)Use of Program Libraries. France. 35-36, 1995.
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Abad-Mola,S., Kulikowski,C., Gong,L., et al. Iconic Reporting: a New Way
of Communicating Radiological Findings. In Proc. of 19th Symposium on
Computer
Applications in Medical Care (SCAMC). 915, 1995.
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Gong,L., Marsic, I., Meer,P., et al. Knowledge-Based Remote Image
Processing
and Compression for Efficient Transmission, In Proc. of IS&T's 48th
Annual Conference: Imaging on the Information Superhighway. 114-118,
1995.
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Gong,L., Kulikowski,C., VISIPLAN: A Hierarchical Planning Framework for
Composing Biomedical Image Analysis Processes, In Proc. of the Conference
of Computer Vision and Pattern Recognition (CVPR94), 718-723, 1994.
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Gong,L., Cui, T., Kulikowski,C., and Mezrich,R., Model-Based Localization
of the Left Ventricle from Cardiac MR Scans. Proc. SPIE Conference on
Biomedical
Imaging, SPIE Vol.1905, 29-40, 1993.
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Gong,L., Kulikowski,C., and Mezrich,R., Knowledge-Based Experimental Design
for Planning Biomedical Image Analysis, Proc. MEDINFO-92, 628-634, Geneva,
1992.
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Gong,L., Kulikowski,C., and Mezrich,R., Learning Edge-Defining Threshold
for Local-binary Segmentation, Proc. SPIE Biomedical Image Processing and
Three-Dimentional Microscopy, 416-426, 1992.
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Gong,L., Kulikowski,C., Paul,P., and Allegerini,P., A Workstation-Based
System for Biomedical Image Analysis, Workshop Record for IEEE EMBS
Application
Workshop on Case Studies in Medical Instrument Design, 1991.
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Gong,L., Kulikowski,C., and Mezrich,R., Automatic Generation of Plans for
Biomedical Image Interpretation, Proc. 15th SCAMC, 465-469, 1991.
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Gong,L., Kulikowski,C., and Mezrich,R., Modeling Expertise in Planning
Biomedical Image Interpretation, Proc. of 13th World Congress on
Computation
and Applied Mathematics, IMACS'91, Vol.3, 985-986, 1991.
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Gong,L., Kulikowski,C., and Mezrich,R., ``Automatic Brain Lesion
Recognition
and Measurement: Comparison of Region Extraction Methods'', Proc. SPIE
Conference on Biomedical Imaging II, vol.1450, 144-153, 1991.
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Yao, Y., and Gong, L., MGJ-1: A General Chinese Expert System, Proceedings
of Annual Conference CAAI, 1987, Beijing, China.
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Yao, Y., and Gong, L., Abstraction and interpretation of knowledge for
complex tasks. In John F. Gilmore, editor, Applications of Artificial
Intelligence
IV, vol.657, 54--57. SPIE, 1986.