博士生导师
博士生导师
所在学科：
职称：准聘教授
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个人信息
冯恺宇，博士，beat365体育官网平台beat365体育官方网站准聘教授，博士生导师，国家自然科学基金优秀青年科学基金（海外）获得者。2012年获得北京航空航天大学学士学位，2018年获新加坡南洋理工大学博士学位。2018至2021年在新加坡南洋理工大学先后担任研究员、研究助理教授。2022年加入beat365体育官网平台beat365体育官方网站。主要研究领域为图数据挖掘、社交网络分析、空间数据管理与挖掘。在VLDB、SIGMOD、ICDE、WWW等CCF推荐A类会议和TKDE等CCF推荐A类期刊发表了多篇论文，多次担任国际会议的程序委员会委员，包括SIGIR、KDD、ICDE、WSDM、CIKM，以及国际期刊的审稿人，包括TKDE、VLDB Journal、TODS、SIGSPATIAL、Information Science等。
招生计划：每年招收博士生1人，硕士研究生2～4人。
个人主页：https://fengkaiyu.github.io/
科研方向
图数据挖掘、社交网络分析、空间数据管理与挖掘
代表性学术成果
Example-based spatial pattern matching
Yue Chen, Kaiyu Feng, Gao Cong, Han Mao Kiah
Proceeding of the VLDB Endowment, 2022
ABC: Attribute bipartite co-clustering
Junghoon Kim, Kaiyu Feng, Gao Cong, Diwen Zhu, Wenyuan Yu, Chunyan Miao
Proceeding of the VLDB Endowment, 2022
A knowledge-enriched ensemble method for word embedding and multi-sense embedding
Lanting Fang, Yong Luo, Kaiyu Feng, Kaiqi Zhao, Aiqun Hu
IEEE Transactions on Knowledge and Data Engineering, 2022
Densely connected user community and location cluster search in location-based social networks.
Junghoon, Tao Guo, Kaiyu Feng, Gao Cong, Arijit Khan, Farhana M. Choudhury.
Proceedings of the 2020 ACM SIGMOD international conference of Management of data
Finding attribute-aware similar regions for data analysis.
Kaiyu Feng, Gao Cong, Christian S. Jensen, Tao Guo
Proceedings of the VLDB Endowment, 2019
SURGE: Continuous detection of bursty regions over a stream of spatial objects
Kaiyu Feng, Tao Guo, Gao Cong, Sourav S. Bhowmick, Shuai Ma.
IEEE Transactions on Knowledge and Data Engineering, 2019
Knowledge-enhanced ensemble learning for word embeddings.
Lanting Fang, Yong Luo, Kaiyu Feng, Kaiqi Zhao, Aiqun Hu.
The World Wide Web Conference 2019
SURGE: Continuous detection of bursty regions over a stream of spatial objects.
Kaiyu Feng, Tao Guo, Gao Cong, Sourav S. Bhowmick, Shuai Ma.
IEEE 34th International Conference on Data Engineering, 2018
Efficient selection of geospatial data on maps for interactive visualized exploration.
Tao Guo, Kaiyu Feng, Gao Cong, Zhifeng Bao.
Proceedings of the 2018 ACM SIGMOD international conference on Management of data
Proxies for shortest path and distance queries.
Shuai Ma, Kaiyu Feng, Jianxin Li, Haixun Wang, Gao Cong, Jinpeng Huai.
IEEE 33th International Conference on Data Engineering 2017 (Extended abstract)
A system for region search and exploration.
Kaiyu Feng, Kaiqi Zhao, Yiding Liu, Gao Cong.
Proceedings of the VLDB Endowment, 2016 (Demonstration)
Proxies for shortest path and distance quries.
Shuai Ma, Kaiyu Feng, Jianxin Li, Haixun Wang, Gao Cong, Jinpeng Huai.
IEEE Transactions on Knowledge and Data Engineering, 2016
Towards best region search for data exploration.
Kaiyu Feng, Gao Cong, Sourav S. Bhowmick, Wen-chih Peng, Chunyan Miao.
Proceedings of the 2016 ACM SIGMOD international conference on Management of data
Querying and mining geo-textual data for exploration: Challenges and opportunities.
Gao Cong, Kaiyu Feng, Kaiqi Zhao.
IEEE 32th International Conference on Data Engineering Workshop, 2016
In search of influential event organizers in online social networks.
Kaiyu Feng, Gao Cong, Sourav S. Bhowmick, Shuai Ma.
Proceedings of the 2014 ACM SIGMOD international conference on Management of data