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PhD Study:
Tailoring Density Estimation via Reproducing Kernel Moment Matching
Le Song, Xinhua Zhang,
Alex Smola,
Arthur Gretton,
Bernhard Schölkopf,
ICML 2008
Consistent Image Analogies using Semi-supervised Learning
Li Cheng,
S.V.N. Vishwanathan,
Xinhua Zhang,
CVPR 2008
Conditional Random Fields for Multi-agent Reinforcement Learning
Xinhua Zhang,
Douglas Aberdeen, and
S.V.N. Vishwanathan, Accepted by
ICML 2007
Hyperparameter Learning for Graph Based Semi-supervised Learning
Algorithms
Xinhua Zhang and
Wee Sun Lee, Accepted by
NIPS 2006
Master's
Study:
Unpublished:
MSc Thesis:
Hyperparameter Learning
for Graph Based Semi-supervised Learning Algorithms [pdf]
Graduate Research Paper (Report) for PhD Qualifying Exam:
Building Maximum
Entropy Text Classifier Using Semi-supervised Learning [slides:
pdf
ppt]
Papers submitted or published:
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Zhang, Xinhua and Lee, Wee
Sun, “Semi-supervised
Learning using Kernel Self-consistent Labeling”,
Submitted to International Conference on Machine Learning, 2005.
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Zhang, Xinhua and Loh K K,
Peter, “A
Fault-tolerant Routing Strategy for Fibonacci-class Cubes”,
Accepted by
Tenth Asia-Pacific Computer Systems Architecture
Conference, Oct. 2005. (oral presentation) [slides:
pdf
ppt]
This conference was sponsored
by National ICT Australia and Intel, and the paper was also published in
the Springer-Verlag “Lecture
Notes in Computer Science” series".
Undergraduate Study:
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Loh K K, Peter and Zhang,
Xinhua, “A
Fault-tolerant Routing Strategy for Gaussian Cube Using Gaussian
Tree” Proc. 2003
International Conference on Parallel Processing Workshops, Kaosiung,
China. Oct. 2003.
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Yan Xiang, Zhang Xinua, and
Huang Liang, “A Light Intensity
Model with Connected Set Algorithm”, Journal of Engineering
Mathematics, Vol. 20, No. 5, 2003 (in Chinese).
Undergraduate Thesis:
Analysis of
Fuzzy-Neuro Network Communications [slides:
pdf
ppt]
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