Artificial Intelligence, Federated Learning, Transfer Learning,
Machine Learning, Planning, Data Mining DBLP Publication
List | Google
Scholar | HKUST
Library | Orcid Positions and Education:
Professional Society
Fellowship:
Awards:
Conference and Society Activities:
Advisory Committee Membership:
Editorship:
·
ACM Transactions on Intelligent
Systems and Technology, Founding Editor in Chief, 2009 – 2015.
Advisory Committee Chair 2015 – present. · IEEE Transactions on Big Data, Founding Editor in Chief,
January 1, 2015 – 2020.
Advisory Committee Chair: 2015 – present. ·
Associate Editor of AI Magazine, 2012
– 2020. ·
Associate Editor of IEEE Intelligent
Systems, 2005 – 2020. ·
Series Editor for Morgan&Claypool Synthesis
Series: On Research Methodology ·
Associate Editor of IEEE Transactions on Knowledge and Data
Engineering (TKDE), 2005 - 2009 Research Projects
Patents
(up to 2024):
· 187 approved,
including 21 PCT.
· Most
cited patent: Search engine
with natural language-based robust parsing for user query and relevance
feedback learning, Haifeng Wang, Kai-Fu Lee, Qiang
Yang - US Patent 6,766,320, 2004. Cited by 612
(up to 2024)
Datasets:
Books:
·
Intelligent
Planning -- A Decomposition and Abstraction Based Approach
. Qiang Yang, Springer
Verlag, 1997. ·
Constraint-based Design
Recovery for Software Reengineering: Theory and Experiments. Steven Woods,
Alex Quilici
and Qiang Yang. Kluwer Publishers, Dec. 1997. ·
Crafting
Your Research Future: A Guide to Successful Master's and Ph.D. Degrees in
Science & Engineering. By Charles X. Ling and Qiang
Yang, Morgan & Claypool Publishers,
PDF
here..
Chinese Version: 学术研究,你的成功之道。 Tsinghua University Press, November 2012 ·
Transfer
Learning, Qiang Yang et al. Cambridge
University Press. 2020.. Chinese: 迁移学习. 华章出版社,机械工业出版社, 2020) ·
Federated
Learning, Qiang Yang et al. Morgan Claypool
Publishers 2020. ·
联邦学习 (Chinese version of the Federated Learning
Book) 杨强, 刘洋,等。 电子工业出版社 2020. ·
联邦学习实战,(Practicing
Federated Learning) 杨强, 黄安埠,等。电子工业出版社Publishing House of Electronics Industry. 2021. ·
隐私计算, Privacy Preserving Computing, Kai Chen and Qiang
Yang, Publishing House of Electronics Industry. 电子工业出版社2022. ·
可解释人工智能导论Introduction to Explainable Artificial Intelligence, Qiang Yang, Lixin Fan et al. 电子工业出版社Publishing House of Electronics Industry. 2022. ·
Federated
Learning: Privacy and Incentive. Edited by Qiang Yang, Lixin
Fan, Han Yu. Springer 2020. ·
Privacy-preserving Computing
for Big Data Analytics and AI. Kai Chen and Qiang
Yang. Cambridge University Press. 2024. Teaching:
Hong Kong Services:
Students: Photos:
2005, 2006, 2007, 2008, 2009, 2011, 2012, 2013 ...
· Dr.
Guangneng Hu, Xidian
University, Xi An · Dr.
Zheng Li, Amazon.com,
USA · Dr.
Yexin Li, JD.com, Beijing · Dr.
Yinghua Zhang, Meituan
Inc. Shanghai. · Dr.
Lili Zhao, Tencent,
Shenzhen · Dr. Wenyuan Dai, 4th Paradigm Inc. ·
Dr. Kaixiang Mo, SHEIN, Singapore ·
Dr. Ben Tan, Tencent, Shenzhen ·
Dr. Bin Wu (Co-supervised with Andrew Horner), Tencent ·
Dr. Zhongqi Lu, China University of
Petroleum, China ·
Dr. Ying Wei, Nanyang Technological
University, Singapore ·
Dr. Bo Liu, Bytedance,
Shenzhen ·
George (Georgios) Trimponias,
graduated in Feb 2015. Thesis: Game-Theoretic
Design for Assignment and Ranking in Online Advertising and Human Computation,
Now: Huawei Noah's Ark Lab. ·
Dr. Yin Zhu, graduated in August 2014.
Thesis: Activity
Recognition via Social Knowledge Transfer. July 21, 2014. ·
Dr. Erheng Zhong, graduated in Feb
2014. Thesis: Composite
Social Network Analysis (PDF).
Now: Yahoo! Labs., USA. ·
Dr. Derek Hao Hu, graduated in Dec
2012. Thesis: Learning
based Activity Recognition (PDF).
Now: Microsoft (Bing) at Redmond, Washington, USA. ·
Dr. Weizhu Chen,
graduated in Aug 2012. Thesis: An
Associative Characterization of Click Models in Web Search (PDF). Now: Microsoft (Bing) at
Redmond, Washington, USA. ·
Dr. Simone Marini, graduated in
Aug 2012. Thesis: Qualitative and
Quantitative Protein Interaction Prediction with Machine Learning.
Now: Postdoc in Italy. ·
Dr. Evan Wei Xiang, graduated in June
2012. Thesis: Transfer
Learning with Open Web Data (PDF). Now: Baidu.com ·
Dr. Weike Pan, graduated in June,
2012. Thesis: Transfer
Learning in Collaborative Filtering (PDF). Now: Assistant Professor
at Shenzhen University, Shenzhen, China. · Si
Shen · Dr. Nathan Nan Liu, graduated in December, 2011. Thesis: Ranking Oriented Approach to Context Aware Recommendation (PDF). Current: Yahoo! Labs. ·
Dr. Bin
Cao, graduated in August, 2011. Thesis: Collaborative and
Transfer Learning in Recommendations (PDF). Current: Microsoft
Research Asia. ·
Dr. Vincent Wenchen Zheng, graduated
in August, 2011. Thesis: Learning
with Limited Data in Sensor-based Human Behavior Recognition (PDF). Current: Institute for Infocomm Research, Singapore. ·
Dr. Qian Xu, graduated in Nov
2010. Co-supervised with Hong Xue. Thesis: Knowledge
Transfer for Solving the Data Scarcity Problem for Machine Learning in
Boinformatics (PDF).
Now: Baidu.com ·
Dr. Can Yang, graduated in May,
2011. Co-supervised with Weichuan
Yu. Thesis: SNP
data analysis in genome-wide association studies (PDF). Now: Yale University,
USA. ·
Dr. Sinno Jialin Pan.
Graduated in September 2010. Thesis: Feature-based
Transfer Learning with Real-world Applications (PDF). 2010- 2014: Institute for
Infocomm Research, Singapore. 2014 -: Nanyang
Professor at Nanyang Technological University (NTU), Singapore. ·
Dr. Jeffrey Junfeng Pan. Graduated in December
2007. Thesis: Learning-based
Localization in Wireless and Sensor Networks (PDF). Current: Facebook ·
Dr. Dou
Shen. Graduated in June 2007. Thesis: Learning Based Web
Query Understanding (PDF).
co-founder: BuzzLabs, and 2011-2012:
Senior Director, CityGrid Media.
2012-2014: Director of Advertisement Union, Baidu Inc. 2014- : Director
of Search and Personalization, Baidu Inc. Beijing, China. ·
Dr. Jie Yin. Graduated in June
2006. Thesis: Probabilistic
Activity Recognition from Low-Level Sensors (PDF). Research Scientist, CSIRO, Australia. ·
Dr. Steven Woods, Senior
Engineering Director, Google Canada (Wiki). Thesis
(1996): A
Method of Program Understanding using Constraint Satisfaction for Software
Reverse Engineering. University of Waterloo, Canada. Now:
Engineering Director of Google Canada. ·
Eugene Fink,
CMU Postdoc
Fellows · Xiaojin Zhang · Hao Liu · Wei
Hui · Rong
Pan · Qi Liu · Chuanyan Miao (SFU) |
||||||||||||||
|