Professor Chun-Hsi (Vincent) Huang
Department of Computer Science and
Engineering
University of Connecticut Research |
Research Interests
The research foci of our group are currently on parallel algorithms, parallel
computation, computational biology and bioinformatics. In general, we
are interested in investigating research issues resulting from
computation/communication/data intensive problems in computer science and
biomedical domains, with an emphasis on providing efficient solutions on
modern parallel computing platforms such as the clusters and the grids, as
well as analyzing the costs/complexities on theoretical parallel models
such as the BSP.
Research Group
Current graduate student members (in alphabetical order):
Recent Invited Talks
A briefing on our research work was given as an invited talk on Apr. 30,
2004 at the Yale University High Performance
Computing Symposium, with abstract available here.
Ongoing Work
Listed below are some of our ongoing work.
Publications
Some complete recent work of our group are as below.
2005
- Exact Algorithms for Motif Search
Proc. of 3rd Asia-Pacific Bioinformatics Conference (APBC), Singapore. (to appear)
(with S. Rajasekaran, S. Balla, V. Thapar, M. Gryk, M. Maciejewski
and M. Schiller)
- Exact Algorithms for Planted Motif Challenge Problems
Proc. of 3rd Asia-Pacific Bioinformatics Conference (APBC), Singapore. (to appear)
(with S. Rajasekaran and S. Balla)
2004
- Toward a Distributed UMLS
Proc. of 2nd Biological Language Conference (BLC), Carnegie-Mellon
University, 77-78.
- Toward Cooperative Genomic Knowledge Inference
Parallel Computing Journal, 30(9-10):1127-1135. (with C.-W. Lee)
-
A Randomized Algorithm for Distance Matrix Calculations in
Multiple Sequence
Alignment,
First Int'l Conference on Knowledge Exploration in Life Science
Informatics (KELSI), LNAI 3303:33-45, Springer-Verlag, 2004.
(with S. Rajasekaran, V. Thapar and H. Dave)
- High-Performance Parallel Bio-computing
Parallel Computing Journal, 30(9-10):999-1000. (with S. Rajasekaran)
- Biomedical Computations on the Grid -
Organizing Chairs' Note
Proc. of the 4-th IEEE/ACM Symposium on Cluster
Computing and the Grid (CCGrid) - Second BioGrid Workshop,
published in CD-ROM. (with S. Rajasekaran)
- Finding Hamiltonian Paths in Tournaments on Clusters
Journal of Cluster Computing, accepted. (with X. He and L. Yang and
S. Rajasekaran)
-
Distributed Path-Based Inference in Semantic Networks
Proc. of 7th IEEE Int'l Symp. on Parallel Architectures, Algorithms and
Networks (I-SPAN), 232-237. (with C.-W. Lee, S. Rajasekaran,
L. Yang and D. Frank Hsu)
-
Distributed Path-Based Inference in Semantic Networks
Journal of Supercomputing, 29(2):211-227. (with C.-W. Lee, L. Yang and
S. Rajasekaran)
2003
-
TROJAN: A Scalable Parallel Semantic
Network System
Proc. of 15th IEEE Int'l Conference on Tools with
Artificial Intelligence (ICTAI), 219-223. (with
C.-W. Lee and S. Rajasekaran)
-
Parallel Pattern Identification in
Biological Sequences on Clusters
IEEE Transactions on NanoBioscience, 2(1):29-34. (with S. Rajasekaran)
2002
-
Average-Case Communication-Optimal
Parallel Parenthesis Matching
Proc. of the 13th Int'l Symp. on Algorithms and
Computation (ISAAC),
LNCS 2518:308-319, Springer-Verlag, 2002. (with X. He)
-
Parallel Pattern Identification in
Biological Sequences on Clusters
Proc. of the 4th IEEE International Conference on Cluster
Computing (IEEE Cluster), 127-134, 2002.
-
Finding Double Euler Trails of Planar Graphs in Linear Time
SIAM Journal on Computing, 31(4):1255-1285. (with Z.Z. Chen and Xin He)
-
Grid-Enabled Parallel Divide-And-Conquer -- Theory and Practice
Proc. of the 17th ACM SIGAPP Symposium on Applied
Computing (SAC), 865-869, 2002.
2001
-
Communication-Efficient BSP Algorithm for All Nearest Smaller Values
Problem
Journal of Parallel and Distributed Computing, 61:1425-1438.
(with Xin He)
-
Finding Hamiltonian Paths in Tournaments on
Clusters - A Communication-Efficient Approach
Proc. of the 16th ACM SIGAPP Symposium on Applied Computing
(SAC), 549-553. (with Xin He)
-
Parallel Range Searching in Large Databases
Based on General Parallel Prefix Computation
Proc. of the 10th SIAM Conference on Parallel Processing for
Scientific Computing, 3 pages.(with Xin He)
-
Communication-Efficient Bulk
Synchronous Parallel Algorithm for Parentheses Matching
Proc. of the 10th SIAM Conference on Parallel Processing for
Scientific Computing, 9 pages.(with Xin He)
2000
-
Scalable Coarse Grained Parallel Interval Graph Algorithms
Proc. of the Int'l
Conference on Parallel and Distributed Processing Techniques and
Applications (PDPTA), 2000, 1369-1376, (with Xin He)
- Communication-Efficient Coarse-Grained Parallel Algorithm for All
Nearest Smaller Values
Problem and its Applications
Proc. of the Int'l
Conference on Parallel and Distributed Processing Techniques and
Applications (PDPTA), 2000, 1377-1384, (with Xin He)
1999
-
Finding Double Euler Trails of Planar Graphs in Linear Time
Proc. of the 40th IEEE Symposium on Foundations of Computer
Science (FOCS), 319-329.
(with Z.Z. Chen and Xin He)
Chun-Hsi (Vincent) Huang (huang@cse.uconn.edu)
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