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. His research interests include social network analysis, graph mining, and graph neural networks.

 Dr. Zhou is a member of Youth Innovation Promotion Association of the Chinese Academy of Sciences. He won the outstanding doctoral dissertation of Chinese Academy of Sciences in 2014, the best paper award of ICCS-14, and the best student paper award of IJCNN-17.


News

  • One paper on Neural Process for Cold-Start Recommendation is accepted by WWW-21.
  • One paper on Neural Architecture Search is accepted by IEEE TPAMI.
  • Two papers on GNNs are accepted by NeurIPS-20.
  • Three papers on adversarial attacks on GNNs, semantic network representation and attributed trust network embedding are accepted by ICDM-20.
  • Call For Paper: Special Issue on Deep Structure Representation and Learning for Complex Information Networks in Complexity (IF: 2.69)
  • One paper on three-way decisions is accepted by International Journal of Approximate Reasoning.
  • One paper on deep learning for community detection is accepted by IJCAI-PRICAI-20 Survey Track.
  • Three papers on discrete embedding, graph neural architecture search and knowledge graph reasoning are accepted by IJCAI-PRICAI-20.
  • One paper on Domain Adaptive GCN is accepted by WWW-20.
  • One paper on graph smoothing splines neural networks is accepted by AAAI-20.
  • 图挖掘与图神经网络研讨会于2019年11月8日在中科院数学与系统科学研究院召开.
  • Three papers on adversarial embedding, adversarial GNN and heterogeneous GNN are accepted by ICDM-19.
  • One paper on evolving community detection is accepted by WWWJ.
  • One paper on multi-view fusion with extreme learning machine is accepted by ACM TIST.
  • Two papers on network alignment and embedding are accepted by IJCAI-19.

Research


Publications

[DBLP] [ResearchGate]

Since 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)

  • 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)

  • Influence Prediction of Public Opinion, Subproject of National Key R&D Program (No.2017YFB0803304), 868,200 CNY, 09/01/2017-08/31/2020, Principal Investigator. (国家重点研发计划,子课题执行负责人)

  • 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)

  • 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)

  • Autograph++: Acceleration Methods for Graph Neural Architecture Search, Alibaba Innovative Research (12924785), 500,000 CYN, 02/01/2021-01/31/2022, Principal Investigator. (阿里巴巴全球创新研究计划,项目负责人)

Selected Awards and Honors

  • 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
  • Conference SPC/PC member: AAAI-21/20/19/18/17/16, IJCAI-21/20/19/18/17/16, SDM-20/19/18, ICDM-20/19, KDD-20 etc.
  • Conference Program Chair: IEEE DSC-16 Workshop
  • Journal Associate Editor: IEEE Access (SCI)
  • Journal Guest Editor: Complexity (SCI)
  • Journal Reviewer: IEEE/ACM ToN, IEEEE TKDE, ACM TKDD, etc.

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