Zhen Wang

School of Computer Science and Engineering, Sun Yat-sen University (SYSU).

prof_pic.jpg

joneswong dot ml at gmail dot com

No. 132, East Outer Ring Road, University Town, Panyu District

Guangzhou, Guangdong, 510006

I am currently an associate professor at Sun Yat-sen University (SYSU). During the years of my Ph.D. (mainly as a research intern at MSRA for more than four years), I have pursued the goal of embedding everything (entity, word, sentence, paragraph, etc.). In my experience as an engineer for Alibaba Cloud, I have been lucky to work with people from RISELab who kindly acknowledge my contributions and let me become a committer of Ray. Before initiating my academic career, I was a staff of DAMO Academy, building federated learning platform FederatedScope with my kind leaders and colleagues.

I have a broad interest in machine learning and data mining. Currently, our team focuses on utilizing HPC+AI to solve challenging scientific problems (e.g., controllable molecular graph generation and multi-modal scientific data representation). If you are also interested in such a direction, don’t hesitate to get in touch with me!

latest posts

selected publications

  1. FS-GNN
    kdd22-fsgnn.jpg
    FederatedScope-GNN: Towards a Unified, Comprehensive and Efficient Package for Federated Graph Learning
    Zhen Wang, Weirui Kuang, Yuexiang Xie, Liuyi Yao, and 3 more authors
    In Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington DC, USA. ADS Track Best Paper Award. , 2022
  2. TransH
    aaai14-transh.jpg
    Knowledge Graph Embedding by Translating on Hyperplanes
    Zhen Wang, Jianwen Zhang, Jianlin Feng, and Zheng Chen
    Proceedings of the AAAI Conference on Artificial Intelligence, Jun 2014