About Me

Hao Dong is currently pursuing his doctoral degree at Computer Network Information Center (CNIC), University of Chinese Academy of Sciences (UCAS), where he is advised by Professor Yuanchun Zhou. From 2023 to 2024, he served as research assistant supervised by Professor Pengyang Wang, at State Key Laboratory of Internet of Things for Smart City (IOTSC), University of Macau.

His main research interests include data mining, temporal knowledge graph, and spatio-temporal data analysis. He has published several papers in international conferences and journals, e.g., AIJ, IEEE TKDE, IJCAI, etc.

I am currently seeking employment opportunities in academia!
News

  • [2024-07] I have been awarded the Presidential Scholarship.

  • [2024-07] I have been awarded the IJCAI Travel Grant, thanks to IJCAI!

  • [2024-04] One paper on spatial-temporal forecasting is accepted by IJCAI'24.

  • [2024-01] One paper on temporal knowledge graph reasoning is accepted by AIJ.

  • [2023-05] I will be working as a research assistant at University of Macau for the next year.

  • [2023-04] One paper on transfer learning is accepted by IJCAI'23.

  • [2023-04] One paper on temporal knowledge graph reasoning is accepted by IJCAI'23.

  • [2023-02] One paper on interdisciplinary topic detection is accepted by IEEE TKDE.

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    Publications
    * denotes equal contribution, † denotes mentored students

    2024

    Make Graph Neural Networks Great Again: A Generic Integration Paradigm of Topology-Free Patterns for Traffic Speed Prediction [PDF]
    Yicheng Zhou†, Pengfei Wang, Hao Dong, Denghui Zhang, Dingqi Yang, Yanjie Fu, Pengyang Wang
    IJCAI 2024

    基于语义相似关系的学科交叉主题识别方法 [PDF]
    王卫军，宁致远，董昊，乔子越，杜一， 周园春
    情报学报 2024

    Temporal Inductive Path Neural Network for Temporal Knowledge Graph Reasoning [PDF] [CODE]
    Hao Dong, Pengyang Wang, Meng Xiao, Zhiyuan Ning, Pengfei Wang, Yuanchun Zhou
    Artificial Intelligence (AIJ) 2024

    2023

    Adaptive Path-Memory Network for Temporal Knowledge Graph Reasoning [PDF] [CODE]
    Hao Dong*, Zhiyuan Ning*, Pengyang Wang, Ziyue Qiao, Pengfei Wang, Yuanchun Zhou, Yanjie Fu
    IJCAI 2023

    Semi-supervised Domain Adaptation in Graph Transfer Learning [PDF]
    Ziyue Qiao, Xiao Luo, Meng Xiao, Hao Dong, Yuanchun Zhou, Hui Xiong
    IJCAI 2023

    Hierarchical Interdisciplinary Topic Detection Model for Research Proposal Classification [PDF]
    Meng Xiao, Ziyue Qiao, Yanjie Fu, Hao Dong, Yi Du, Pengyang Wang, Hui Xiong, Yuanchun Zhou
    TKDE 2023

    2021

    LightCAKE: A Lightweight Framework for Context-Aware Knowledge Graph Embedding [PDF]
    Zhiyuan Ning, Ziyue Qiao, Hao Dong, Yi Du, Yuanchun Zhou
    PAKDD 2021

    Patent

    一种基于时序路径自动维护的时序知识图谱推理方法和系统
    董昊，宁致远，周园春，王鹏飞
    CN202310328740.7 (Granted)

    一种基于LightGBM分类与表示学习的姓名消歧方法和系统
    董昊，宁致远，杜一，周园春
    CN202111153524.0 (Granted)

    无监督的基于表示学习的同名作者消歧方法及装置
    杜一，董昊，宁致远，乔子越，周园春
    CN202110240824.6 (Granted)

    Experience

    Research


    1. Research Assistant

      University of Macau

      Supervised by Pengyang Wang

      Reaserch Title:

      • Tackling Distribution Shifts in Spatial-Temporal Forecasting within IoT Environments
      • Theory and Technologies of Data-Hiding-based Multimedia Security

    Education


    1. PhD Computer Science

      University of Chinese Academy of Sciences

      Supervised by Yuanchun Zhou

      Research Topic: Data Mining, Temporal Knowledge Graph

      Read Thesis (unavailable)

    2. BSc Computer Science

      Shaanxi Normal University
      • Major in Computer Science and Technology - 1st Place in Major

    Awards

    • [2024-07] Presidential Scholarship at Chinese Academy of Sciences (Top 1%)

    • [2023-07] Pacemaker to Merit Student of University of Chinese Academy of Sciences (Top 1%)

    • [2018-11] National Scholarship (the most prestigious scholarship in China) (Top 1%)

    • [2017-12] The First Prize of National Mathematical Modeling Competition in Province

    Contact

    • Email: donghcn[at]gmail[dot]com

    • Address: Haidian District, Beijing 100083, China