Tu Ke(CV)

Education

• B.E. in Computer Science and Technology, Tsinghua University, Beijing, China, 2015
• Ph. D in Department of Computer Science and Technology, Tsinghua University, Beijing, China, 2020 (expected)
  • Advisor: Professor Wenwu Zhu

Publications

Structural Deep Embedding for Hyper-Networks

Tu, Ke, et al. "Structural Deep Embedding for Hyper-Networks". Proceedings of the 32nd AAAI Conference on Artificial Intelligence(2018).

Deep Recursive Network Embedding with Regular Equivalence

Tu, Ke, et al. "Deep Recursive Network Embedding with Regular Equivalence". Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining. ACM, 2018.

AutoNE: Hyperparameter Optimization for Massive Network Embedding

Tu, Ke, et al. "AutoNE: Hyperparameter Optimization for Massive Network Embedding". Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining. ACM, 2019.

Work experience

• Aug 2014 - Feb 2015: Programmer
  • Yunshitu information technology Co., Ltd.
  • Duties included: Develop deep learning API, recognize the wine brands from the pictures of winebottle.
• Jul 2017 - Sep 2017: Machine Learning Intern
  • Tencent
  • Duties included: Analyze social network data and node importance, learn node representations that support node importance measurement task.
• Jul 2018 - Sep 2018: Machine Learning Intern
  • Baidu
  • Duties included: Research on user profile, especially inferring the profession based on search record and location information.