Recent Activities

• I am looking for self-motivated PhD students. If you are interested, please email me.
• Recent talk: Few-shot learning on graphs [slide] [survey]
• KDD'22 Tutorial: Towards Graph Minimally-Supervised Learning
• Service: KDD'22 SPC, AAAI'22 SPC, CIKM'22 SPC

Research Interests

• General: Artificial Intelligence, Machine Learning, Deep Learning, Data Mining
• Recent Focus: Graph Mining and Learning, AI for Social Impact, Data-efficient AI
• Applications: Healthcare, Cybersecurity, Food/Nutrition, Social/Information Networks, Recommendation, etc.

Publications

• Full List
• Google Scholar
• DBLP

PhD Students

• Chunhui Zhang (NEU BE, Since Fall 2021)
• Jiazheng Li (SJTU BE, Since Fall 2022)
• Yiyue Qian (UCL MS, Co-advise, Since Fall 2020)
• Qianlong Wen (OSU MS, Co-advise, Since Spring 2021)

Teaching

• Graph Mining
• Deep Learning

Service

• Conference PC Member
  NeurIPS, ICML, ICLR, KDD, WWW, AAAI, IJCAI, etc.
• Journal Reviewer
  TPAMI, TKDE, TOIS, TMLR, TKDD, TNNLS, etc.