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Zekun Tong 童泽坤

PhD Student at National University of Singapore

Publications

Graph Neural Networks

  • Deep Learning on Graph-structured Data
    PhD Thesis
    Zekun Tong
    PDF
  • Directed Graph Contrastive Learning
    NeurIPS 2021, poster
    Zekun Tong, Yuxuan Liang, Henghui Ding, Yongxing Dai, Xinke Li, Changhu Wang
    PDF, Code, Supp, Poster
  • Digraph Inception Convolutional Networks
    NeurIPS 2020, poster
    Zekun Tong, Yuxuan Liang, Changsheng Sun, Xinke Li, David S. Rosenblum, Andrew Lim
    PDF, Code, Supp, Poster
  • Directed Graph Convolutional Network
    arXiv 2020, preprint
    Zekun Tong, Yuxuan Liang, Changsheng Sun, David S. Rosenblum, Andrew Lim
    PDF

Computer Vision

  • Bridging the Source-to-target Gap for Cross-domain Person Re-Identification with Intermediate Domain
    IJCV 2024, journal
    Yongxing Dai, Yifan Sun, Jun Liu, Zekun Tong, Yi Yang, Ling-Yu Duan
    PDF
  • Primitive3D: Learning from 3D Objects Assembled with Random Primitives
    CVPR 2022, poster
    Xinke Li, Henghui Ding, Zekun Tong, Yuwei Wu, Yeow Meng Chee
    Code
  • Dual-refinement: Joint Label and Feature Refinement for Unsupervised Domain Adaptive Person Re-Identification
    TIP 2021, journal
    Yongxing Dai, Jun Liu, Yan Bai, Zekun Tong, Lingyu Duan
    PDF, Code
  • PointBA: Towards Backdoor Attacks in 3D Point Cloud
    ICCV 2021, poster
    Xinke Li, Zhirui Chen, Yue Zhao, Zekun Tong, Yabang Zhao, Andrew Lim, Joey Tianyi Zhou
    PDF
  • IDM: An Intermediate Domain Module for Domain Adaptive Person Re-ID
    ICCV 2021, oral
    Yongxing Dai, Jun Liu, Yifan Sun, Zekun Tong, Chi Zhang, Lingyu Duan
    PDF, Code
  • Generalizable Person Re-identification with Relevance-aware Mixture of Experts
    CVPR 2021, poster
    Yongxing Dai, Xiaotong Li, Jun Liu, Zekun Tong, Ling-yu Duan
    PDF
  • Campus3D: A Photogrammetry Point Cloud Benchmark for Hierarchical Understanding of Outdoor Scene
    ACM MM 2020, oral
    Xinke Li, Chongshou Li, Zekun Tong, Andrew Lim, Junsong Yuan, Yuwei Wu, Jing Tang, Raymond Huang
    PDF, Website, Code
  • Reproducibility Companion Paper: Campus3D: A Photogrammetry Point Cloud Benchmark for Outdoor Scene Hierarchical Understanding
    ACM MM 2021, poster
    Yuqing Liao, Xinke Li, Zekun Tong, Yabang Zhao, Andrew Lim, Zhenzhong Kuang, Cise Midoglu
    PDF, Website, Code

Spatio-temporal Data Mining

  • Predicting Parking Availability in Singapore with Cross-Domain Data: A New Dataset and A Data-Driven Approach
    IJCAI 2024, poster
    Huaiwu Zhang, Yutong Xia, Siru Zhong, Kun Wang, Zekun Tong, Qingsong Wen, Roger Zimmermann, Yuxuan Liang
    PDF
  • Modeling Trajectories with Neural Ordinary Differential Equations
    IJCAI 2021, poster
    Yuxuan Liang, Kun Ouyang, Hanshu Yan, Yiwei Wang, Zekun Tong, Roger Zimmermann
    PDF
  • Fine-Grained Urban Flow Inference
    TKDE 2020, journal
    Kun Ouyang, Yuxuan Liang, Ye Liu, Zekun Tong, Sijie Ruan, Yu Zheng, David S. Rosenblum
    PDF