• Don’t cross the bridge until you come to it

  • Honesty is the best policy

  • Too many cooks spoil the broth

  • When in Rome, do as the Romans do

  • Don’t judge a book by its cover

个人信息

个人信息

特任研究员、博士生导师

中科大苏州高等研究院,思贤楼406-2

Email: xkxie at ustc.edu.cn

研究方向

大数据管理和分析、机器学习驱动的数据处理、智能交通、数据质量、区块链、群智感知应用研究等

学术服务

计算机学会会员、数据库专委会委员、著名期刊TODS、VLDBJ、TKDE等审稿人,20多个国际会议,如PVLDB、CIKM等的程序委员会委员等。

学术背景

丹麦奥尔堡大学 助理教授

香港大学 博士

西安交通大学 本硕

Our Skills

大数据

机器学习

并行计算

分布式系统

近期活动

ACM TURC 2020 - SIGMOD China Chapter (Co-Chair)

IEEE MDM 2019 - PhD Forum & Panel (Co-Chair)

CCF NDBC (中国数据库学术会议) 2019 - Demo track (Co-Chair)

近期论文

■ Learning to Sketch: A Neural Approach to Item Frequency Estimation in Streaming Data. Yukun Cao, Yuan Feng, Hairu Wang, Xike Xie, S. Kevin Zhou. TPAMI 2024 (CCF 推荐A类)

■ Play like a Vertex: A Stackelberg Game Approach for Streaming Graph Partitioning. Zezhong Ding, Yongan Xiang, Shangyou Wang, Xike Xie, S. Kevin Zhou. SIGMOD 2024 (CCF 推荐A类)

■ Mayfly: a Neural Data Structure for Graph Stream Summarization. Yuan Feng, Yukun Cao, Hairu Wang, Xike Xie, S. Kevin Zhou. ICLR 2024 Spotlight

■ A Probabilistic Sketch for Summarizing Cold Items of Data Streams. Yongqiang Liu, Xike Xie. TON 2023 (CCF 推荐A类)

■ Multithreading Heterogeneous Graph Aggregation. Kai Zou, Haoyun Li, Xike Xie, Sean X. Wang. TKDE 2023 (CCF 推荐A类)

■ OT-Filter: An Optimal Transport Filter for Learning with Noisy Labels. Chuanwen Feng, Yilong Ren, Xike Xie. CVPR 2023 (CCF 推荐A类)

■ Learn to Explore: on Bootstrapping Interactive Data Exploration with Meta-learning. Yukun Cao, Xike Xie, Kexing Huang. ICDE 2023 (CCF 推荐A类)

■ Meta-sketch: A Neural Data Structure for Estimating Item Frequencies of Data Streams. Yukun Cao, Yuan Feng, Xike Xie. AAAI 2023 (CCF 推荐A类)

■ GX-Plug: a Middleware for Plugging Accelerators to Distributed Graph Processing. Kai Zou, Xike Xie, Qi Li, Deyu Kong. ICDE 2022 (CCF 推荐A类)

■ Clustering-based Partitioning for Large Web Graphs. Deyu Kong, Xike Xie, Zhuoxu Zhang. ICDE 2022 (CCF 推荐A类)

■ Multi-dimensional Probabilistic Regression over Imprecise Data Streams. Ran Gao, Xike Xie, Kai Zou, Torben Bach Pedersen. TheWebConf 2022 (CCF 推荐A类)

■ XY-Sketch: on Sketching Data Streams at Web Scale. Yongqiang Liu, Xike Xie. TheWebConf 2021 (CCF 推荐A类)

■ On Efficient and Scalable Time-Continuous Spatial Crowdsourcing. Ting Wang, Xike Xie, Xin Cao, Torben Bach Pedersen, Yang Wang, Mingjun Xiao. ICDE 2021 (CCF 推荐A类)

■ Crowdsensing Data Trading based on Combinatorial Multi-Armed Bandit and Stackelberg Game. Baoyi An, Mingjun Xiao, An Liu, Xike Xie, Xiaofang Zhou. ICDE 2021 (CCF 推荐A类)

■ Achieving Secure and Dynamic Range Queries Over Encrypted Cloud Data. Wei Yang, Yangyang Geng, Xike Xie, Liusheng Huang. IEEE Transactions on Knowledge and Data Engineering (TKDE), accepted (2020) (CCF 推荐A类)

■ A Data-driven Sequential Localization Framework for Big Telco Data. Fangzhou Zhu, Mingxuan Yuan, Xike Xie, Ting Wang, Shenglin Zhao, Weixiong Rao, Jia Zeng. IEEE Transactions on Knowledge and Data Engineering (TKDE), accepted (2020) (CCF 推荐A类)

■ OLAP over Probabilistic Data Cubes II: on Parallelization and Aggregating Extension. Xike Xie, Kai Zou, Xingjun Hao, Torben Bach Pedersen, Peiquan Jin, Wei Yang. IEEE Transactions on Knowledge and Data Engineering (TKDE), accepted (2019) (CCF 推荐A类)

■ A Survey of Spatial Crowdsourcing. Srinivasa Raghavendra Bhuvan Gummidi, Xike Xie*, Torben Bach Pedersen. ACM Transactions on Database Systems (TODS), 44(2), Article 8, 46 pages (2019) (CCF 推荐A类)

■ Reverse Keyword-Based Location Search. Xike Xie, Xin Lin, Jianliang Xu, Christian S. Jensen. ICDE 2017: 375-386 (CCF 推荐A类)

■ Elite: an Elastic Infrastructure for Big Spatiotemporal Trajectories. Xike Xie, Benjin Mei, Jinchuan Chen, Xiaoyong Du, Christian S. Jensen. Very Large Data Base Journal (VLDBJ), 25(4): 473-493 (2016) (CCF 推荐A类)

■ OLAP over Probabilistic Data Cubes I: Aggregating, Materializing, and Querying. Xike Xie, Xingjun Hao, Torben Bach Pedersen, Peiquan Jin, Jinchuan Chen. ICDE 2016: 799-810 (CCF 推荐A类)

■ Learning-Aided Cleansing for Indoor RFID data. Asif Iqbal Baba, Manfred Jaeger, Hua Lu, Torben Bach Pedersen, Wei-Shinn Ku, Xike Xie. SIGMOD 2016: 925-936 (CCF 推荐A类)

■ Enabling Scalable Geographic Service Sharing with Weighted Imprecise Voronoi Cells. Xike Xie, Peiquan Jin, Man Lung Yiu, Jiang Du, Mingxuan Yuan, Christian S. Jensen. IEEE Transactions on Knowledge and Data Engineering (TKDE), 28(2):439-453 (2016) (CCF 推荐A类)

[Full Publication List]

A child’s life is like a piece of paper on which every passerby leaves a mark.

科研项目

■ 国家自然科学基金面上项目“面向稀疏城市感知的群智协同数据质量管理关键技术研究”(编号:62072428, 2021-2024),57万,主持

■ CCF-华为数据库创新研究计划"面向分布式大图处理系统的GPU接入框架研究与设计", 50万,主持

■ 国家自然科学基金面上项目“基于人机协同的大数据探索系统关键技术研究”(编号:61772492, 2018-2021),64万,主持

■ 江苏省自然科学基金面上项目“物联网环境下的位置数据质量管理技术”(编号:BK20171240, 2017-2019),10万,主持

■ 中科大青年创新基金,10万,主持

■ 特任研究员科研启动经费,50万,主持

■ 中科院人才专项经费,340万,主持

教学活动

■ 数据库系统,中国科学技术大学,本科生课程,2020

■ 数据仓库与数据挖掘,中国科学技术大学,硕士生课程,2019,2020

■ 数据库前沿技术,中国科学技术大学,博士生课程,2018,2019,2020

■ Advanced Database System, 丹麦奥尔堡大学,硕士生课程,2012, 2013,2014, 2015 (合作者:Christian Thomsen教授)

■ Study Group on Spatiotemporal Databases, 丹麦奥尔堡大学,博士生课程,2015 (合作者:Katja Hose教授)

■ Database System (SW6), 丹麦奥尔堡大学,本科生课程,2012(合作者:陆华教授)

生活照片

下图中有一个是“主程”,有一个是“麦霸”,猜猜谁是谁,uploaded by 吴方维.

Contact Us

Email: xkxie at ustc dot edu dot cn

Top