AutoSTL: Automated Spatio-Temporal Multi-Task Learning

AutoSTL: Automated Spatio-Temporal Multi-Task Learning

16 April 2023

Xiangyu Zhao

Papers citing "AutoSTL: Automated Spatio-Temporal Multi-Task Learning"

9 / 9 papers shown

Title
AutoSTF: Decoupled Neural Architecture Search for Cost-Effective Automated Spatio-Temporal Forecasting Tengfei Lyu Weijia Zhang Jinliang Deng Hao Liu AI4TS 22 0 0 25 Sep 2024
G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models Pengyue Jia Yiding Liu Xiaopeng Li Xiangyu Zhao Yuhao Wang Yantong Du Xiao Han Xuetao Wei Shuaiqiang Wang Dawei Yin DiffM 32 6 0 23 May 2024
MLPST: MLP is All You Need for Spatio-Temporal Prediction Zijian Zhang Ze Huang Zhiwei Hu Xiangyu Zhao Wanyu Wang Zitao Liu Junbo Zhang S. Qin Hongwei Zhao AI4TS 17 27 0 23 Sep 2023
Rethinking Sensors Modeling: Hierarchical Information Enhanced Traffic Forecasting Qian Ma Zijian Zhang Xiangyu Zhao Haoliang Li Hongwei Zhao Yiqi Wang Zitao Liu Wanyu Wang 15 12 0 20 Sep 2023
PromptST: Prompt-Enhanced Spatio-Temporal Multi-Attribute Prediction Zijian Zhang Xiangyu Zhao Qidong Liu Chunxu Zhang Qian Ma Wanyu Wang Hongwei Zhao Yiqi Wang Zitao Liu AI4TS 87 17 0 18 Sep 2023
DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model Yuanshao Zhu Yongchao Ye Shiyao Zhang Xiangyu Zhao James J. Q. Yu 30 41 0 23 Apr 2023
Discrete Graph Structure Learning for Forecasting Multiple Time Series Chao Shang Jie Chen J. Bi CML BDL AI4TS 102 226 0 18 Jan 2021
Joint Air Quality and Weather Prediction Based on Multi-Adversarial Spatiotemporal Networks Jindong Han Hao Liu Hengshu Zhu Hui Xiong Dejing Dou 66 74 0 30 Dec 2020
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting Haoyi Zhou Shanghang Zhang J. Peng Shuai Zhang Jianxin Li Hui Xiong Wan Zhang AI4TS 169 3,876 0 14 Dec 2020