Hi! I am a 3nd year Ph.D. candidate at CAI, University of Technology Sydney, supervised by Prof.Chengqi Zhang, Dr. Guodong Long and Dr. Jing Jiang. I work closesly with Tianyi Zhou from University of Washington.

Research Interests

I am looking for Internships! I am interested in Meta-learning, Low-shot learning and Graph neural networks and their applications to Edge computing, Personalized AI and Privacy protection under few supervisions, weak supervisions and no supervision.

Publications

See details → Prototype Propagation Networks (PPN) for Weakly-supervised Few-shot Learning on Category Graph Lu Liu, Tianyi Zhou, Guodong Long, Jing Jiang, Lina Yao, Chengqi Zhang IJCAI 2019 (Oral) and ICML 2019 Workshop PDF | Code | BibTeX

See details → Few-shot Time-series Classification with Dual Interpretability Wensi Tang, Lu Liu, Guodong Long ICML 2019 Time Series Workshop PDF | Code | BibTeX
See details → Prototype Propagation Networks for Weakly-supervised Few-shot Learning on Category Graph Lu Liu, Tianyi Zhou, Guodong Long, Jing Jiang ICML 2019 Workshop on Learning and Reasoning with Graph-Structured Representations PDF | Code | BibTeX
See details → Learning to Propagate for Graph Meta-Learning Lu Liu, Tianyi Zhou, Guodong Long, Jing Jiang, Chengqi Zhang NeurIPS 2019 PDF | Code | Poster | Slides | BibTeX
See details → Attribute Propagation Network for Graph Zero-shot Learning Lu Liu, Tianyi Zhou, Guodong Long, Jing Jiang, Chengqi Zhang AAAI 2020 (Spotlight) PDF | Code | Poster | BibTeX