全时教师
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李阳

副教授
学科领域:
邮箱: yangli@sz.tsinghua.edu.cn
电话:
办公地址:
个人网站: www.yangli-feasibility.com
谷歌学术网站:
  • 个人简历BIOGRAPHY
  • 教育背景EDUCATION BACKGROUND

    ·Ph.D. in Computer Science, Stanford University, 2011 - 2017.

    Dissertation: Exploiting Shared Structures in Large GPS Trajectory Datasets under Uncertainty

    Advisor: Leonidas J. Guibas

    ·B.A. Double major in Computer Science and Mathematics, Smith College, 2007 - 2011.

  • 学术背景ACADEMIC BACKGROUND
  • 工作经历PROFESSIONAL EXPERIENCE

    ·Associate Professor (December 2022 – Present)

    Institute of Data and Information, Tsinghua Shenzhen International Graduate School

    ·Assistant Professor (October 2019 – November 2022)

    Data Science and Information Technology Research Center, Tsinghua-Berkeley Shenzhen Institute

    ·Postdoc Researcher (September 2017 – September 2019

    IoT and Cyber-Physical System Lab, Tsinghua-Berkeley Shenzhen Institute

    Principal Investigator: Lin Zhang, Khalid M. Mosalam

  • 学术任职ACADEMIC APPOINTMENTS
  • 额外职务ADDITIONAL POSITIONS
  • 学术职务ACADEMIC APPOINTMENTS
  • 访问经历VISITING EXPERIENCE
  • 业界经历INDUSTRIAL EXPERIENCES
  • 学术兼职PROFESSIONAL AFFILIATIONS AND ACTIVITIES
  • 兼职情况AFFILIATIONS AND ACTIVITIES
  • 社会兼职SOCIAL APPOINTMENTS
  • 会议组织CONFERENCE ORGANIZATION
  • 实习INTERNSHIP
  • 研究RESEARCH
  • 研究及教学领域RESEARCH AND TEACHING AREAS
  • 研究领域及专长RESEARCH INTEREST AND EXPERTISE

    Transfer learning, multi-task and multi-modal representation learning, analysis of geometric and spatial-temporal data under uncertainty. 

  • 研究课题RESEARCH TOPIC
  • 研究项目RESEARCH PROJECTS
  • 研究成果RESEARCH RESULTS
  • 科研经历RESEARCH EXPERIENCE
  • 研究经费RESEARCH GRANTS
  • 荣誉和奖项HONORS & AWARDS
  • 专业服务PROFESSIONAL SERVICE
  • 学术服务ACADEMIC APPOINTMENTS
  • 高校服务UNIVERSITY SERVICE
  • 语言LANGUAGE
  • 教学TEACHING
  • 课程COURSES
  • 硕士生&博士生指导MASTER'S & PHD ADVISING
  • 学术成果ACADEMIC ACHIEVEMENTS
  • 成就(包括出版物、专利、特邀报告、演讲等)ACHIEVEMENTS (INCL. PUBLICATIONS,PATENTS, INVITED TALKS, LECTURES, ETC.)
  • 出版物与专利PUBLICATIONS & PATENTS

    1. Yang Tan, Yang Li* and Shao-lun Huang. OTCE: A Transferability Metric for Cross-Domain Cross-Task Representations. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 15779-15788. 2021.

    2. Yang Jingyun, Jie Hu, Yicong Li, Heng Liu*, Yang Li*. Joint PVL Detection and Manual Ability Classification Using Semi-supervised Multi-task Learning. In Medical Image Computing and Computer Assisted Intervention - MICCAI 2021. Lecture Notes in Computer Science, vol 12907. Springer, 2021  

    3. Yajie Bao#; Yang Li#; Shao-Lun Huang*; Lin Zhang; Lizhong Zheng; Amir Zamir; Leonidas Guibas. An Information-Theoretic Metric of Transferability for Task Transfer Learning, 26th IEEE International Conference on Image Processing (ICIP 2019), Taipei, Taiwan, Sept 22-29, 2019   

    4. Jing Lian, Yang Li, Weixi Gu, Shao-Lun Huang, and Lin Zhang. Joint mobility pattern mining with urban region partitions. In Proceedings of the 15th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services, pp. 362-371. 2018. Best paper reward

    5. Yang Li, Dimitrios Gunopulos, Cewu Lu, and Leonidas Guibas*. Urban travel time prediction using a small number of GPS floating cars. In Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, pp. 1-10. 2017.

  • 报告与演讲TALKS & LECTURES
  • 活动ACTIVITIES
  • 毕业生ALUMNI
  • 学生和博士后STUDENTS AND POSTDOCS
  • 招生及博士后招聘OPENING