Dr. Pengyang Wang is currently an assistant professor at the University of Macau. He received his Ph.D. degree in Computer Science from the University of Central Florida in 2021, the M.S. degree in Information Security from Beijing University of Posts and Telecommunications in 2017, and the B.S. degree in Information Security from Xidian University in 2014. His research interests include data mining and machine learning. He has research experience in industry research labs, such as Yahoo! Research, NEC Labs, and Huawei Big Data Lab. He has published in refereed journals and conference proceedings, such as IEEE TKDE, ACM TIST, ACM SIGKDD, AAAI, IJCAI and WWW.
Dr. Pengyang Wang has broad interests in data mining and machine learning, especially in geospatial-temporal data modeling. Geospatial-temporal data is the indicator of Internet-of-Things (IoT), which reveals complex patterns underneath the human-environment system. The research objective is to understand the heterogeneity and dynamics of the system, and further provide optimal decision support for boosting commercial activities, enhancing public security, fostering social interaction, and thus yielding livable, sustainable, and viable environments. His research is motivated by real-world applications, such as business, transportation, energy, critical infrastructure defense, etc.
We have multiple positions for self-motivated PhD students, Postdocs and RAs. Visiting students are also welcome. For details, please check here .
[***Workshop UNIT***] We will hold the 1st workshop on Urban Internet-of-Things Intelligence (UNIT) with ICDM 2022. Check the website [link] and consider submitting your papers~
12/2022 One paper on intelligent education is accepted by ACM Transactions on Intelligent Systems and Technology (TIST).
11/2022 Two papers are accepted by AAAI 2023. One is on time series distribution shift, and the other one is on intelligent education.
11/2022 One paper on Automated Feature Engineering is accepted by ICDE'23.
10/2022 One paper on Graph Semi-supervised Learning is accepted by ACM Transactions on the Web (TWEB).
05/2022 One paper on Semi-supervised Streaming Domain Shift is accepted by KDD'22.
04/2022 Our workshop proposal "1st Workshop on Urban Internet-of-Things Intelligence" is accepted by ICDM 2022. Check the website.
02/2022 One paper is accepted by TBD.
09/2021 One paper is accepted by ICDM'21.
08/2021 Invited as a PC member for WSDM'22.
08/2021 Invited as a Senior PC for AAAI'2022.
04/2021 I will join the University of Macau as an assistant professor starting from Fall 2021.
04/2021 I was selected as Top 100 Chinese New Stars in Artificial Intelligence by Baidu Scholar.
03/2021 Successfully defended my dissertation.
12/2020 One paper is accepted by SDM'21.
10/2020 Invited as a senior PC member for IJCAI'21.
09/2020 Invited as a PC member for AAAI’21, ICLR’21.
08/2020 Our work on “Automated Urban Planning” is featured by Synced Review! Check the link.
08/2020 Three papers are accepted by ICDM’20!
08/2020 One paper is accepted by SIGSPATIAL’20!
07/2020 One paper is accepted by CIKM’20!
05/2020 One paper is accepted by KDD’20!
04/2020 One paper is accepted by IJCAI’20!
04/2020 Accepted by “Rhino-Bird Elite Program”. Thank you Tencent!
01/2020 One paper is accepted by WWW’20!