Recent Activity

• I am looking for several self-motivated PhD students (fully funded) starting from 2021 Fall or 2022 Spring. If you are interested, please email me with CV.
• Recent Work for Few-Shot Learning on Graphs
  GFL (AAAI'20): Node Classification
  FSRL (AAAI'20): Relation Prediction
  FIRE (EMNLP'20 Findings): Multi-hop Relation Prediction
  Meta-MGNN (WWW'21): Graph Classification
• Associate Editor: Big Data; SPC: AAAI'21, IJCAI'21
• KDD 2020 Tutorial: Multi-modal Network Representation Learning

Research Interest

• Machine Learning, Deep Learning, Data Mining
• Graph and Network Mining
• Machine Learning for Science (Chemistry/Biology/Physics)
• Machine Learning for Cybersecurity and Health Intelligence
• Recommender Systems and User Behavior 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, ICML, ICLR, KDD, WWW, ACL, EMNLP, NAACL, AAAI, IJCAI, etc.
• Journal Reviewer
  TKDE, TKDD, TNNLS, TBD, etc.