Li Liao
Associate Professor of
Computer and Information Sciences
Affiliated Faculty, Delaware Biotechnology Institute
Affiliated Faculty, Data Science Institute
Affiliated Faculty, Quantitative Biology
Ph.D., Peking University (1992)
S22 Office Hours: 11:15AM - 12:15PM, Mondays and Wednesdays
Office:
424 Smith Hall
Postal Address
University of Delaware
Phone: 302-831-3500
101 Smith Hall
Fax: 302-831-8458
Newark, DE 19716
CISC436/636 Computational Biology and Bioinformatics
BINF610 Applied Machine Learning
My research interests are in bioinformatics. I am particularly interested in
developing statistical and machine learning methods that are effective,
expressive and interpretable, via incorporating domain specific knowledge of
biological systems.
The projects include:
- Homology identification, protein family classification, and clustering. (Supported by DuPont Science and Engineering Award)
- Molecular sequence modelling and analysis. (Supported by the NIH COBRE)
- Comparative genomics and metabolic pathway evolution.
- Pattern analysis for RNAi. (Supported by UDRF)
- Sequence assembly of 454 and SBS data. (Supported by NSF)
Servers developed:
- TMModel: Transmembrane protein identification and topology prediction.
- QC-COMP: Quasi consensus comparison of profile Hidden Markov models for protein families.
- DDI2PPI Prediction of protein-protein interaction based on interacting domains.
- DLoc: A server for prediction of plasmodesmata targeting proteins.
Service
Editorial Board
- IEEE/ACM Transactions on Computational Biology and Bioinformatics ( TCBB)
- Journal of Biostatistics and Biometric Applications
- Scholarena Journal of Genetics
Program Committee
- ICMLA 2022ICMLA 2022 (The 21st IEEE 2022 International Conference on Machine Learning and Applications), The Bahamas, December 12-15, 2022.
- ICIBM 2022 International Conference on Intelligent Biology and Medicine (ICIBM2022), Philadelphia, PA, USA, August 7-9, 2022.
- IWBBIO2022 The 9th edition of the International Work-Conference on Bioinformatics and Biomedical Engineering" (IWBBIO 2022), Gran Canaria (Spain), 27th-30th June, 2022.
- ICBBS'212021 10th International Conference on Bioinformatics and Biomedical Science (ICBBS 2021) will be held during October 29-31, 2021 in Xiamen, China.
- ICMLA'21 The 19th IEEE International Conference on Machine Learning and Applications (ICMLA), Pasadena, California, USA, on DECEMBER 13-16, 2021.
- IEEE ICIR'21 IEEE International Conference on Intelligent Reality. May 12-13, 2021.
- IEEE BIBM'20The 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2020) will take place in Seoul, S.Korea on December 16-19, 2020.
- ICIBM2020
International Conference on Intelligent Biology and Medicine (ICIBM 2020)
August 9-11, 2020, Philadelphia, PA, USA.
- ICMLC202012th International Conference on Machine Learning and Computing will be held in Shenzhen, China on Feb. 15-17, 2020.
- Bioinformatics2020 11th International Conference on Bioinformatics Models, Methods and Algorithms, Feburary 24-26, 2020, Valletta, Malta.
Internal use (password protected)
Last updated: March, 2010