Enhanced Urban Region Profiling with Adversarial Self-Supervised Learning for Robust Forecasting and Security

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Enhanced Urban Region Profiling with Adversarial Self-Supervised Learning for Robust Forecasting and Security

2 February 2024

Jianguo Sun

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Papers citing "Enhanced Urban Region Profiling with Adversarial Self-Supervised Learning for Robust Forecasting and Security"

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Title
Attentive Graph Enhanced Region Representation Learning Weiliang Chen Qian-nan Ren Jinbao Li AI4TS 46 2 0 06 Jul 2023
Automated Spatio-Temporal Graph Contrastive Learning Qianru Zhang Chao Huang Lianghao Xia Zheng Wang Zhonghang Li Siu-keung Yiu AI4TS 45 47 0 06 May 2023
Multi-Graph Fusion Networks for Urban Region Embedding Shangbin Wu Xu Yan Xiaoliang Fan Shirui Pan Shichao Zhu Chuanpan Zheng Ming Cheng Cheng-i Wang 43 46 0 24 Jan 2022
Self-supervised Heterogeneous Graph Neural Network with Co-contrastive Learning Xiao Wang Nian Liu Hui-jun Han C. Shi SSL 71 390 0 19 May 2021
Self-Supervised Learning of Graph Neural Networks: A Unified Review Yaochen Xie Zhao Xu Jingtun Zhang Zhengyang Wang Shuiwang Ji SSL 103 335 0 22 Feb 2021
Self-supervised Learning: Generative or Contrastive Xiao Liu Fanjin Zhang Zhenyu Hou Zhaoyu Wang Li Mian Jing Zhang Jie Tang SSL 137 1,626 0 15 Jun 2020
What Makes for Good Views for Contrastive Learning? Yonglong Tian Chen Sun Ben Poole Dilip Krishnan Cordelia Schmid Phillip Isola SSL 114 1,335 0 20 May 2020
InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information Maximization Fan-Yun Sun Jordan Hoffmann Vikas Verma Jian Tang SSL 153 864 0 31 Jul 2019
Iterative Reorganization with Weak Spatial Constraints: Solving Arbitrary Jigsaw Puzzles for Unsupervised Representation Learning Chen Wei Lingxi Xie Xutong Ren Yingda Xia Chi Su Jiaying Liu Qi Tian Alan Yuille SSL 62 131 0 02 Dec 2018