我 | About

我是郭泉，目前任四川大学计算机学院人工智能系副研究员。 此前，于美国密歇根州立大学和杜兰大学进行博士后研究工作。 我于2017年获四川大学获得博士学位，师从章毅教授，IEEE Fellow。 我分别于2013年和2010年在这里获得了理学硕士和工学学士学位。
欢迎查看我的 GitHub页面、 领英页面以及 谷歌学术页面。

I am Quan Guo, Ph.D. I am currently an Associate Professor at Sichuan University, Department of Artificial Intelligence, College of Computer Science. I was a Postdoc (Research Associate) at Michigan State University and Tulane University. I received my Ph.D. degree in machine intelligence from Sichuan University in 2017, supervised by Professor Zhang Yi, IEEE fellow. I also received my Master's degree and Bachelor's degree from there in 2013 and 2010 respectively.
Check out my GitHub profile, LinkedIn profile, and Google Scholar page.

工作经历 | Professional Experience

  • Present, 四川大学副研究员 | Sichuan University, Associate Professor
  • 2019/08 - 2020/11, 密歇根州立大学博士后 | Michigan State University, Postdoc (Research Associate)
  • 2019/02 - 2019/08, 杜兰大学博士后 | Tulane University, Postdoctoral Fellow
  • 2014 Institute of Deep Learning (IDL), Baidu Inc., R&D Internship
  • 2013 Tsinghua University, Visiting PhD. Student

研究兴趣 | Research Interest

  • 人工智能 | Artificial Intelligence
  • 神经网络 | Neural Networks
  • 神经符号推理 | Neuro-symbolic AI
  • 自然语言处理 | Natural Language Processing
  • 智能医学 | Intelligent Medicine

发表论文 | Publications

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专业活动 | Professional Activities

Teaching

  • Introduction to Deep Learning | 深度学习引论

    • 2022F
    • 2023F

  • Python Programming for Artificial Intelligence (PYAI) | Python程序设计与人工智能

    • 2021F
    • 2022F
    • 2023F
    • 2024F (Planning)

  • Neural Network Design in Practice (NNDP) | 神经网络课程设计

    • 2021F (I)
    • 2022S (II)
    • 2022F (I)
    • 2023S (II)
    • 2024S (II, Upcoming)

  • Introduction to Digital Stomatology | 数字口腔医学导论

    • 2024S (Upcoming)

  • Introduction to Artificial Intelligence (Graduate) | 人工智能导论 (研究生)

    • 2022S
    • 2023S
    • 2024S (Upcoming)

Organizations

  • Chair, IEEE Chengdu Young Professional Affinity Group (2016~)
  • Council Member (理事), Sichuan Institute of Artificial Intelligence (四川省人工智能学会) (2022~)
  • Member, Institute of Electrical and Electronics Engineers
  • Member, Association for Computational Linguistics
  • Member, Chinese Association for Artificial Intelligence
  • Member, China Computer Federation
  • Member, Sichuan Institute of Artificial Intelligence

Conference Organization

  • Special Session Chair and Program Committee Member, Theory and Applications of nmODE, in conjunction with CSIS-IAC 2023, October 20-22, 2023, Shenzhen, China.
  • Program Committee Member, The First International Workshop on Combining Learning and Reasoning: Programming Languages, Formalisms, and Representations (CLeaR 2022), in conjunction with AAAI 2022, February 22-March 1, 2022, Vancouver, BC, Canada.
  • Organizing Committee, The Fourth International Workshop on Declarative Learning Based Programming (DeLBP 2019), in conjunction with the IJCAI-19, Macao, China, Aug. 10-16, 2019.
  • Session Chair and Program Committee Member, 2016 International Conference on Frontier of Computer Science and Technology (FCST 2016), Nagasaki, Japan, Nov. 11, 2016.

Journal Reviewer

  • IEEE Transactions on Neural Networks and Learning Systems (TNNLS)
  • IEEE Transactions on Knowledge and Data Engineering (TKDE)
  • IEEE Transactions on Cybernetics
  • IEEE Transactions on Multimedia
  • IEEE Transactions on Emerging Topics in Computational Intelligence
  • IEEE Computational Intelligence Magazine
  • IEEE Journal of Biomedical and Health Informatics
  • Knowledge-Based Systems
  • Medical Image Analysis
  • Applied Intelligence
  • Neural Networks
  • Neurocomputing
  • International Journal of Medical Informatics
  • Chinese Journal of Computers | 计算机学报
  • Acta Automatica Sinica | 自动化学报
  • Journal of Computer Science and Technology | 计算机科学技术学报（英文版）
  • ...

Conference Reviewer

  • Annual Meeting of the Association for Computational Linguistics (ACL)
  • AAAI Conference on Artificial Intelligence (AAAI)
  • Conference on Empirical Methods in Natural Language Processing (EMNLP)
  • Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)
  • IEEE Conference on Artificial Intelligence (CAI)
  • International Joint Conference on Neural Networks (IJCNN)
  • The International Conference on Acoustics, Speech, & Signal Processing (ICASSP)
  • ACM International Conference on Multimedia in Asia (MM Asia)
  • National Conference of Theoretical Computer Science (NCTCS)
  • International Conference on Frontier of Computer Science and Technology (FCST)
  • ...

Professional Awards

  • "Most Impactful to AI" Award, the 2nd Michigan AI Symposium, 2019
  • "Excellent Student Paper" Award, IEEE Chengdu Section 2016
  • "Best Student Paper" Award, SCF 2016

联系方式 | Contact

电子邮件 | Email



地址 | Address

一环路南一段24号
四川大学计算机学院
基础教学楼B座320室
中国成都，邮编 610065
Jichujiaoxuelou B, Room B-320
College of Computer Science, Sichuan University
24 South Section 1, Yihuan Road
Chengdu, China 610065