Dr. Chuan Zhou is an associate professor in Academy of Mathematics and Systems Science, Chinese Academy of Sciences, from which he received the Ph.D. degree in 2013 under the supervision of Prof. Zhi-Ming Ma.

 His research interests lie in the development of probabilistic methods and stochastic models for solving scientific problems arising from social computing, graph computing, graph machine learning, and semantic information. He has published more than 100 papers in the prestigious journals and conferences of mathematics, artificial intelligence, machine learning, and data mining including Tohoku Math. J, TPAMI, TKDE, TNNLS, TOIS, ICML, NeurIPS, AAAI, KDD, IJCAI, ICDM, CIKM, and WWW with 5,500+ citations and an H-index of 42 according to Google Scholar.

 Dr. Zhou won the outstanding doctoral dissertation of Chinese Academy of Sciences in 2014, the best paper award of ICCS-14, the best student paper awards of IJCNN-17 and ICDM-21. He was selected as a member of Youth Innovation Promotion Association of Chinese Academy of Sciences in 2016 and Jingrun Chen Future Star of AMSS in 2019. He serves as the secretary general of CSIAM Activity Group on Math in ICT. He also served as senior PC/PC/reviewer for top-tier conferences including NeurIPS, AAAI, KDD, IJCAI, ICDM, SDM, and WWW for many times.


News

Research


Publications

[DBLP] [ResearchGate] [Google Scholar] [Semantic Scholar]

Since 2024

2023

2022

2021

2020

2019

2018

2017

2016

2015

2014

2013 and before


Info

Education

  • September 2004 - July 2008, B.E. in Mathematics, School of Mathematics, Sichuan University, Chengdu, China
  • September 2008 - July 2013, Ph.D in Mathematics, Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing, China

Work Experience

  • July 2013 - June 2015, Postdoctoral Fellow, Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China
  • June 2015 - October 2015, Assistant Professor, Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China
  • October 2015 - June 2019, Associate Professor, Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China
  • June 2019 - Now, Associate Professor, Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing, China

Research Funding

  • Network Embedding based Graph Anomaly Detection Model, National Natural Science Funds of China (No.61872360), 650,000 CNY, 01/01/2019-12/31/2022, Principal Investigator. (国家自然科学基金面上项目,项目负责人,已结题)

  • Anomaly Detection in Social network Cascade Data Streams, National Natural Science Funds of China (No.61502479), 200,000 CNY, 01/01/2016-12/31/2018, Principal Investigator. (国家自然科学基金青年科学基金项目,项目负责人,已结题)

  • Analysis and Traceability of Abnormal Information, Subproject of National Key R&D Program (No.2016YFB0801003), 757,200 CNY, 12/01/2016-11/30/2020, Principal Investigator.(国家重点研发计划,子课题负责人,已结题)

  • Coordinate System and Multi-scale Subdivision Method for Cyberspace, Subproject of National Key R&D Program (No.2016YFB0801301), 880,000 CNY, 12/01/2016-11/30/2019, Principal Investigator. (国家重点研发计划,子课题负责人,已结题)

  • Multidimensional Analysis and Mining of Network Public Nuisance Behavior. A Task from a National Key R&D Program (No. 2021YFB3100600), 650,000 CNY, 12/01/2021-11/30/2024, Principal Investigator. (国家重点研发计划,研究任务负责人,在研)

  • Fundamentals of Mathematics for 6G Communication Network and Technology. Chinese Academy of Sciences (No. YSBR-008), 06/2021-06/2026, Key Team Member. (中国科学院稳定支持基础研究领域青年团队计划,团队主要成员,在研)

Selected Awards and Honors

  • Postgraduate Excellent Course, Social Computing and Social Network Analysis, 2022 (中国科学院大学2022年学院级“研究生优秀课程”)
  • Best Student Paper Award, The 21th IEEE International Conference on Data Mining, Auckland, New Zealand, 2021 (第21届数据挖掘国际会议最佳学生论文奖)
  • Jingrun Chen Future Star, Academy of Mathematics and Systems Sciences, CAS, 2019 (中科院数学院陈景润未来之星)
  • CCF Senior Member, 2018 (中国计算机学会高级会员)
  • Best Student Paper Award, The 30th International Joint Conference on Neural Networks, Alaska, USA, 2017 (第30届神经网络国际联合会议最佳学生论文奖)
  • Member of Youth Innovation Promotion Association, Chinese Academy of Sciences, 2016 (中科院青年创新促进会会员)
  • Outstanding Young Talents, Institute of Information Engineering, CAS, 2015 (中科院信工所引进优秀青年人才)
  • Best Paper Award, The 14th International Conference on Computational Science, Cairns, Australia, 2014 (第14届计算科学国际会议最佳论文奖)
  • Outstanding Doctoral Dissertation, Chinese Academy of Sciences, 2014 (中科院优秀博士学位论文奖)

Professional Services

  • 中国工业与应用数学学会(CSIAM)信息和通讯技术领域的数学专业委员会,秘书长
  • 人工智能青年科学家俱乐部(青源会),会员
  • 中国指挥与控制学会信息融合专业委员会,委员
  • 中国中文信息学会社会媒体处理专业委员会,委员
  • 中国中文信息学会青年工作委员会,委员
  • Conference SPC/PC member: NeurIPS, AAAI, KDD, IJCAI, ICDM, SDM, WWW, etc.

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