Research
My research group focuses on some fundamental problems in data mining, machine learning, and
artificial intelligence in health and medicine,
and is partially supported by National Natural Science Foundation of China,
National Key Research and Development Program of China, National Basic
Research Program of China (i.e., 973 program), State Education Ministry of
China, Microsoft Research, Google Inc., HP Labs Innovation Research Program,
the Okawa Foundation Research Grant (Japan), Samsung Inc. (Korea),
Huawei Technologies
Co., Ltd, and Sohu Inc. (Sogou Inc.). Some
data mining algorithms and machine learning models proposed by my research
group have become the state-of-the-art approaches, typical examples include
the BIDE closed sequential pattern mining algorithm, the GSDMM topic model
for short text clustering, and the RRL neuro-symbolic classifier which
achieves both high classification performance and good interpretability.
·
Publications
o From
DBLP or Google Scholar Citations
o Selected publications
·
Research group
Teaching
Software
Engineering (Under-Graduate
course, Tsinghua University)
· Autumn
2020-
Data
Mining: Principles and Algorithms (Graduate course, Tsinghua University)
· Spring
2006, Spring 2007, Autumn 2007-
Computer
Networks and Distributed Systems (Graduate
course, Peking University)
· Autumn
1999, Autumn 2000
Academic service & Membership
Useful
Links
Journals: TKDE, TKDD, TODS, VLDB J., DMKD, TPAMI, JMLR,
ML, Bioinformatics, SIGIR, TOIS, TNNLS
TWEB,
JDIQ, KAIS , DKE
Conferences: SIGKDD, WWW, SIGMOD,
VLDB,
ICDE,
NeurIPS, ICML, ICLR, IJCAI, AAAI, SIGIR, ACL
ICDM, SIAM-SDM, WSDM, ECML/PKDD,
EDBT,
CIKM,
ICDT, EMNLP
PAKDD, DEXA, DASFAA, DaWak, APWeb, WAIM
Most cited papers published in SIGMOD, VLDB, and
ICDE
Last
updated on March 1, 2024.
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