Scholar
Jianan Zhao
Google Scholar ID: Pb_UoYwAAAAJ
Mila - Quebec AI Institute
Citations & Impact
Citations
1,411
H-index
14
i10-index
18
Publications
20
Co-authors
9
list available
Publications
Resume (English only)
Academic Achievements
- - Fully-inductive Node Classification on Arbitrary Graphs (ICLR'25, NeurIPS'24 AFM Workshop)
- - Position: Graph Foundation Models Are Already Here (ICML'24 Spotlight)
- - GraphText: Graph Reasoning in Text Space (NeurIPS'24 AFM Workshop)
- - Learning on Large-scale Text-attributed Graphs via Variational Inference (ICLR'23 Notable-top5% Oral)
- - HousE: Knowledge Graph Embedding with Householder Parameterization (ICML'22)
- - Self-Supervised Graph Structure Refinement for Graph Neural Networks (WSDM'23)
- - Adaptive Kernel Graph Neural Network (AAAI'22)
- - Gophormer: Ego-Graph Transformer for Node Classification (Arxiv Preprint, 2021)
- - RxNet: Rx-refill Graph Neural Network for Overprescribing Detection (CIKM'21 Best Full-Paper Award)
- - Multi-View Self-Supervised Heterogeneous Graph Embedding (ECML/PKDD'21)
Research Experience
- No specific work experience mentioned, mainly research projects.
Education
- - PhD: University of Montreal and Mila, supervised by Prof. Jian Tang
- - MSc: Beijing University of Posts and Telecommunications, supervised by Prof. Chuan Shi
Background
- Currently a third-year PhD candidate in Computer Science at Mila and the University of Montreal, passionate about developing simple yet effective methods, primarily focusing on graph machine learning and natural language processing.
