About me
Hello! I am a 5th year PhD student in Computer Science, Institute of Computing Technology, Chinese Academy of Sciences (ICT, CAS). My advisor is Professor ZHiqiang He.
Research Interests: Graph Neural Network; Automated Machine Learning; Graph Representation Learning.
Email: weilanning18z@ict.ac.cn
Educations
- Institute of Computing Technology, Chinese Academy of Sciences
- Ph.D. in Computer Science, 2018 - present
- Advisor: Prof. Zhiqiang He
- School of Computing Sciences, Wuhan University
- B.E. in Internet of Things, 2014 - 2018
Publications
(Full list provided in [Google Scholar Page])
Neural Architecture Search for GNN-based Graph Classification. TOIS 2023
Lanning Wei* , Huan Zhao*, Zhiqiang He, Quanming Yao. [paper] [code]
Search to Capture Long-range Dependency with Stacking GNNs for Graph Classification. The WebConf 2023
Lanning Wei* , Zhiqiang He*, Huan Zhao, Quanming Yao. [paper] [code]
Designing the Topology of Graph Neural Networks: A Novel Feature Fusion Perspective. The WebConf 2022
Pooling Architecture Search for Graph Classification. CIKM 2021
Lanning Wei, Huan Zhao, Quanming Yao, Zhiqiang He. [Paper] [Code]
Simplifying architecture search for graph neural network. CIKM-CSSA 2020
(* means equal contributions )
Academic Service
- Conference Reviewer/Subreviewer: ICML 2023/2022, ICLR 2023, AAAI 2023, LoG, WWW 2023, CIKM 2021/2022
- Journal Reviewer: Neural Network
Honors and Awards
- Merit Student, University of Chinese Academy of Sciences, 2020/2022
- National Scholarship, Ministry of Education of China, 2018