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