Recent Activity

• I am looking for several self-motivated PhD students (fully funded) starting from 2021 Fall or 2022 Spring (application deadline: 1/15/2021, application link). If you are interested, please feel free to email me with CV.
• Recent Work for Few-Shot Learning on Graphs: FSRL (AAAI'20), GFL (AAAI'20), FIRE (Findings of EMNLP'20)
• Associate Editor: Big Data; SPC: AAAI'21, IJCAI'21
• KDD 2020 Tutorial: Multi-modal Network Representation Learning
• Call for Papers: Frontiers in Big Data - Computational Behavioural Modeling for Big User Data
• Call for Papers: Frontiers in Big Data - Big Data and Entrepreneurship

Research Interest

• Data Mining, Machine Learning, Deep Learning
• Graph/Network Mining, Knowledge Base
• Machine Learning for Interdiscipline (e.g., Molecular Analysis)
• Recommendation, Personalization, User Modeling
• Time Series and Spatial-temporal Data Analysis

Publication

• Full List
• Google Scholar
• DBLP

Teaching

• Instructor at Brandeis
  Graph Mining, Deep Learning
• Guest Lecturer at Notre Dame
  Advanced Topics in Machine Learning

Service

• Journal Editor
  Big Data, Frontiers in Big Data
• Conference PC Member
  NeurIPS, ICLR, KDD, WWW, ACL, EMNLP, NAACL, AAAI, IJCAI, etc.
• Journal Reviewer
  TKDE, TKDD, TNNLS, etc.