UrbanFM: Inferring Fine-Grained Urban Flows

6 February 2019

Papers citing "UrbanFM: Inferring Fine-Grained Urban Flows"

28 / 28 papers shown

Title
Efficient Traffic Prediction Through Spatio-Temporal Distillation Qianru Zhang Xinyi Gao Haixin Wang Siu-Ming Yiu Hongzhi Yin AI4TS 56 2 0 15 Jan 2025
STContext: A Multifaceted Dataset for Developing Context-aware Spatio-temporal Crowd Mobility Prediction Models Liyue Chen Jiangyi Fang Tengfei Liu Fangyuan Gao Leye Wang AI4TS 68 0 0 08 Jan 2025
REFOL: Resource-Efficient Federated Online Learning for Traffic Flow Forecasting Qingxiang Liu Sheng Sun Yuxuan Liang Xiaolong Xu Min Liu Muhammad Bilal Yuwei Wang Xujing Li Yu Zheng 77 1 0 21 Nov 2024
UniFlow: A Foundation Model for Unified Urban Spatio-Temporal Flow Prediction Yuan Yuan Jingtao Ding Chonghua Han Depeng Jin Yong Li Yong Li AI4TS AI4CE 105 2 0 20 Nov 2024
From Incomplete Coarse-Grained to Complete Fine-Grained: A Two-Stage Framework for Spatiotemporal Data Reconstruction Ziyu Sun Haoyang Su E. Wang Funing Yang Yongjian Yang Wenbin Liu AI4TS DiffM 41 0 0 05 Oct 2024
Fine-Grained Urban Flow Inference with Multi-scale Representation Learning Shilu Yuan Dongfeng Li Wei Liu Xinxin Zhang Meng Chen Junjie Zhang Yongshun Gong AI4TS AI4CE 31 0 0 14 Jun 2024
Spatiotemporal Implicit Neural Representation as a Generalized Traffic Data Learner Tong Nie Guoyang Qin Wei Ma Jiangming Sun 33 9 0 06 May 2024
Deep Learning for Trajectory Data Management and Mining: A Survey and Beyond Wei Chen Yuxuan Liang Yuanshao Zhu Yanchuan Chang Kang Luo ... Chao Chen Kai Zheng Yunjun Gao Xiaofang Zhou Yu Zheng 68 23 0 21 Mar 2024
Deep Learning for Cross-Domain Data Fusion in Urban Computing: Taxonomy, Advances, and Outlook Xingchen Zou Yibo Yan Xixuan Hao Yuehong Hu Haomin Wen ... Junbo Zhang Yong Li Tianrui Li Yu Zheng Yuxuan Liang HAI AI4TS 62 38 0 29 Feb 2024
UrbanGPT: Spatio-Temporal Large Language Models Zhonghang Li Lianghao Xia Jiabin Tang Yong-mei Xu Lei Shi Long Xia Dawei Yin Chao Huang AI4TS 49 39 0 25 Feb 2024
UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction Yuan Yuan Jingtao Ding J. Feng Depeng Jin Yong Li AI4TS 34 56 0 19 Feb 2024
Earthfarseer: Versatile Spatio-Temporal Dynamical Systems Modeling in One Model Hao Wu Yuxuan Liang Wei Xiong Zhengyang Zhou Wei-Ming Huang Shilong Wang Kun Wang AI4TS 60 10 0 13 Dec 2023
KITS: Inductive Spatio-Temporal Kriging with Increment Training Strategy Qianxiong Xu Cheng Long Ziyue Li Sijie Ruan Rui Zhao Zhishuai Li 47 7 0 05 Nov 2023
Spatio-Temporal Meta Contrastive Learning Jiabin Tang Lianghao Xia Jie Hu Chao Huang AI4TS 29 8 0 26 Oct 2023
PASTA: PArallel Spatio-Temporal Attention with spatial auto-correlation gating for fine-grained crowd flow prediction Chung Park Junui Hong Cheonbok Park Taesan Kim Minsung Choi Jaegul Choo 3DPC 21 2 0 02 Oct 2023
Test-Time Compensated Representation Learning for Extreme Traffic Forecasting Zhiwei Zhang Weizhong Zhang Yaowei Huang Kani Chen AI4TS 22 0 0 16 Sep 2023
Spatio-Temporal Contrastive Self-Supervised Learning for POI-level Crowd Flow Inference Songyu Ke Ting Li Li Song Yanping Sun Qintian Sun Junbo Zhang Yu Zheng SSL 29 2 0 06 Sep 2023
Graph Neural Processes for Spatio-Temporal Extrapolation Junfeng Hu Yuxuan Liang Zhencheng Fan Hongyang Chen Yu Zheng Roger Zimmermann BDL 45 11 0 30 May 2023
Road Network Representation Learning: A Dual Graph based Approach Li Zhang Cheng Long AI4TS GNN 28 12 0 13 Apr 2023
Spatial-Temporal Hypergraph Self-Supervised Learning for Crime Prediction Zhong Li Chao Huang Lianghao Xia Yong-mei Xu Jiangsen Pei 44 66 0 18 Apr 2022
Periodic Residual Learning for Crowd Flow Forecasting Chengxin Wang Yuxuan Liang Gary S. H. Tan AI4TS 25 12 0 08 Dec 2021
Traffic Flow Forecasting with Spatial-Temporal Graph Diffusion Network Xiyue Zhang Chao Huang Yong-mei Xu Lianghao Xia Peng Dai Liefeng Bo Junbo Zhang Yu Zheng GNN DiffM AI4TS 30 192 0 08 Oct 2021
Road Network Guided Fine-Grained Urban Traffic Flow Inference Lingbo Liu Mengmeng Liu Guanbin Li Ziyi Wu Junfan Lin Liang Lin AI4TS 50 11 0 29 Sep 2021
One-shot Transfer Learning for Population Mapping Erzhuo Shao Jie Feng Yingheng Wang Tong Xia Yong Li AI4TS 16 1 0 13 Aug 2021
Grab the Reins of Crowds: Estimating the Effects of Crowd Movement Guidance Using Causal Inference Koh Takeuchi Ryo Nishida Hisashi Kashima Masaki Onishi CML 11 4 0 08 Feb 2021
Revisiting Convolutional Neural Networks for Citywide Crowd Flow Analytics Yuxuan Liang Kun Ouyang Yiwei Wang Ye Liu Junbo Zhang Yu Zheng David S. Rosenblum HAI 11 3 0 28 Feb 2020
Fine-Grained Urban Flow Inference Kun Ouyang Yuxuan Liang Ye Liu Zekun Tong Sijie Ruan Yu Zheng David S. Rosenblum 42 48 0 05 Feb 2020
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 239 5,188 0 16 Sep 2016