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1906.00121
Cited By
Graph WaveNet for Deep Spatial-Temporal Graph Modeling
31 May 2019
Zonghan Wu
Shirui Pan
Guodong Long
Jing Jiang
Chengqi Zhang
GNN
AI4TS
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Papers citing
"Graph WaveNet for Deep Spatial-Temporal Graph Modeling"
50 / 619 papers shown
Title
NetSight: Graph Attention Based Traffic Forecasting in Computer Networks
Jinming Xing
Guoheng Sun
Hui Sun
Linchao Pan
Shakir Mahmood
Xuanhao Luo
Muhammad Shahzad
100
2
0
11 May 2025
Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering
Yiming Niu
Jinliang Deng
Lulu Zhang
Zimu Zhou
Yongxin Tong
AI4TS
216
0
0
09 May 2025
STRGCN: Capturing Asynchronous Spatio-Temporal Dependencies for Irregular Multivariate Time Series Forecasting
Yuanbo Wang
Xiaofeng Hu
Xiaojian Cui
Kai Wang
AI4TS
125
0
0
07 May 2025
Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference Regimes
Zhaoyan Wang
Xiangchi Song
In-Young Ko
AI4TS
145
0
0
02 May 2025
Temporal Attention Evolutional Graph Convolutional Network for Multivariate Time Series Forecasting
Xinlong Zhao
Lingling Zhang
Tianbo Zou
Yan Zhang
AI4TS
215
0
0
01 May 2025
Unlocking the Potential of Linear Networks for Irregular Multivariate Time Series Forecasting
Chengsen Wang
Q. Qi
Jiangming Wang
Haifeng Sun
Zirui Zhuang
J. Liao
AI4TS
129
0
0
01 May 2025
Efficient Learning on Large Graphs using a Densifying Regularity Lemma
Jonathan Kouchly
Ben Finkelshtein
M. Bronstein
Ron Levie
121
0
0
25 Apr 2025
Rethinking Traffic Flow Forecasting: From Transition to Generatation
Li Shijiao
Ma Zhipeng
He Huajun
Chen Haiyue
AI4TS
96
0
0
19 Apr 2025
STEI-PCN: an efficient pure convolutional network for traffic prediction via spatial-temporal encoding and inferring
Kai Hu
Zhidan Zhao
Zhifeng Hao
GNN
121
0
0
10 Apr 2025
Robust and Noise-resilient Long-Term Prediction of Spatiotemporal Data Using Variational Mode Graph Neural Networks with 3D Attention
Osama Ahmad
Zubair Khalid
3DPC
87
1
0
09 Apr 2025
Urban Computing in the Era of Large Language Models
Zhonghang Li
Lianghao Xia
Xubin Ren
J. Tang
Tianyi Chen
Yong-mei Xu
Chenyu Huang
298
0
0
02 Apr 2025
FlowDistill: Scalable Traffic Flow Prediction via Distillation from LLMs
Chenyang Yu
Xinpeng Xie
Yan Huang
Chenxi Qiu
AI4TS
126
0
0
02 Apr 2025
Alleviating Performance Disparity in Adversarial Spatiotemporal Graph Learning Under Zero-Inflated Distribution
Songran Bai
Yuheng Ji
Yue Liu
Xingwei Zhang
Xiaolong Zheng
D. Zeng
127
1
0
01 Apr 2025
Conditional Temporal Neural Processes with Covariance Loss
Boseon Yoo
Jiwoo Lee
Janghoon Ju
Seijun Chung
Soyeon Kim
Jaesik Choi
195
15
0
01 Apr 2025
DATA-WA: Demand-based Adaptive Task Assignment with Dynamic Worker Availability Windows
Jinwen Chen
Jiannan Guo
Dazhuo Qiu
Yawen Li
Guanhua Ye
Yan Zhao
Kai Zheng
94
1
0
27 Mar 2025
PowerGNN: A Topology-Aware Graph Neural Network for Electricity Grids
Dhruv Suri
Mohak Mangal
AI4TS
116
2
0
26 Mar 2025
Instructing the Architecture Search for Spatial-temporal Sequence Forecasting with LLM
Xin Xue
Haoyi Zhou
Tianyu Chen
Shuai Zhang
Yizhou Long
Jianxin Li
AI4TS
121
0
0
23 Mar 2025
Embedding spatial context in urban traffic forecasting with contrastive pre-training
Matthew Low
Arian Prabowo
Hao Xue
Flora D. Salim
AI4TS
167
0
0
19 Mar 2025
MSCMHMST: A traffic flow prediction model based on Transformer
Weiyang Geng
Yiming Pan
Zhecong Xing
Dongyu Liu
Rui Liu
Yuan Zhu
61
0
0
16 Mar 2025
Towards Efficient Large Scale Spatial-Temporal Time Series Forecasting via Improved Inverted Transformers
Jiarui Sun
Chin-Chia Michael Yeh
Yujie Fan
Xin Dai
Xiran Fan
...
Junpeng Wang
Huiyuan Chen
Zhongfang Zhuang
Yan Zheng
Girish Chowdhary
AI4TS
101
0
0
13 Mar 2025
STGDPM:Vessel Trajectory Prediction with Spatio-Temporal Graph Diffusion Probabilistic Model
Jin Wenzhe
Tang Haina
Zhang Xudong
DiffM
93
1
0
11 Mar 2025
Graph-Augmented LSTM for Forecasting Sparse Anomalies in Graph-Structured Time Series
Sneh Pillai
AI4TS
103
0
0
05 Mar 2025
HOP: Heterogeneous Topology-based Multimodal Entanglement for Co-Speech Gesture Generation
Hongye Cheng
Tianyu Wang
Guangsi Shi
Zexing Zhao
Yanwei Fu
SLR
111
1
0
03 Mar 2025
STGAN: Spatial-temporal Graph Autoregression Network for Pavement Distress Deterioration Prediction
Shilin Tong
Difei Wu
Xiaona Liu
Le Zheng
Yuchuan Du
Difan Zou
GNN
67
0
0
03 Mar 2025
A Survey of Link Prediction in Temporal Networks
Jiafeng Xiong
Ahmad Zareie
Rizos Sakellariou
AI4TS
AI4CE
109
3
0
28 Feb 2025
UltraSTF: Ultra-Compact Model for Large-Scale Spatio-Temporal Forecasting
Chin-Chia Michael Yeh
Xiran Fan
Zhimeng Jiang
Yujie Fan
Huiyuan Chen
...
Xin Dai
Jiadong Wang
Zhongfang Zhuang
Liang Wang
Yan Zheng
AI4TS
101
0
0
28 Feb 2025
GraphSparseNet: a Novel Method for Large Scale Traffic Flow Prediction
Weiyang Kong
Kaiqi Wu
Sen Zhang
Yubao Liu
AI4TS
GNN
184
1
0
27 Feb 2025
SUSTeR: Sparse Unstructured Spatio Temporal Reconstruction on Traffic Prediction
Yannick Wölker
Christian Beth
Matthias Renz
Arne Biastoch
AI4TS
135
2
0
24 Feb 2025
Beyond Fixed Variables: Expanding-variate Time Series Forecasting via Flat Scheme and Spatio-temporal Focal Learning
Minbo Ma
Kai Tang
Huan Li
Fei Teng
Dalin Zhang
Tianrui Li
AI4TS
145
1
0
21 Feb 2025
NTP-INT: Network Traffic Prediction-Driven In-band Network Telemetry for High-load Switches
Penghui Zhang
Hua Zhang
Yuqi Dai
Cheng Zeng
Jingyu Wang
Jianxin Liao
88
0
0
18 Feb 2025
Strada-LLM: Graph LLM for traffic prediction
Seyed Mohamad Moghadas
Yangxintong Lyu
Bruno Cornelis
Alexandre Alahi
Adrian Munteanu
AI4TS
137
2
0
17 Feb 2025
Spatiotemporal-aware Trend-Seasonality Decomposition Network for Traffic Flow Forecasting
Lingxiao Cao
Bin Wang
Guiyuan Jiang
Yanwei Yu
Junyu Dong
AI4TS
149
5
0
17 Feb 2025
Spatiotemporal Graph Neural Networks in short term load forecasting: Does adding Graph Structure in Consumption Data Improve Predictions?
Quoc Viet Nguyen
Joaquín Delgado Fernández
Sergio Potenciano Menci
AI4TS
112
0
0
14 Feb 2025
Bridging Traffic State and Trajectory for Dynamic Road Network and Trajectory Representation Learning
Chengkai Han
Jingyuan Wang
Y. Wang
Xie Yu
Hao Lin
Chao Li
Junjie Wu
AI4TS
145
4
0
08 Feb 2025
GST-UNet: Spatiotemporal Causal Inference with Time-Varying Confounders
Miruna Oprescu
David K. Park
Xihaier Luo
Shinjae Yoo
Nathan Kallus
AI4TS
CML
130
0
0
07 Feb 2025
Dynamic Trend Fusion Module for Traffic Flow Prediction
Jing Chen
Haocheng Ye
Zhian Ying
Yuntao Sun
Wenqiang Xu
AI4TS
120
18
0
18 Jan 2025
A Multi-Layer CNN-GRUSKIP model based on transformer for spatial TEMPORAL traffic flow prediction
Karimeh Ibrahim Mohammad Ata
Mohd Khair Hassan
Ayad Ghany Ismaeel
Syed Abdul Rahman Al-Haddad
Thamer Alquthami
Sameer Alani
101
10
0
09 Jan 2025
Progressive Supervision via Label Decomposition: An Long-Term and Large-Scale Wireless Traffic Forecasting Method
Daojun Liang
Haixia Zhang
Dongfeng Yuan
AI4TS
105
0
0
09 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
151
1
0
08 Jan 2025
Graph Construction with Flexible Nodes for Traffic Demand Prediction
Jinyan Hou
Shan Liu
Ya Zhang
Haotong Qin
AI4TS
128
0
0
03 Jan 2025
A Novel Convolution and Attention Mechanism-based Model for 6D Object Pose Estimation
Alexander Du
Yingwu Zhu
3DPC
98
0
0
31 Dec 2024
Multimodal joint prediction of traffic spatial-temporal data with graph sparse attention mechanism and bidirectional temporal convolutional network
Dongran Zhang
Jiangnan Yan
K. Polat
A. Alhudhaif
Jun Li
AI4TS
133
17
0
31 Dec 2024
STAHGNet: Modeling Hybrid-grained Heterogenous Dependency Efficiently for Traffic Prediction
Jiangming Wang
Zehua Peng
Yijia Zhang
Dengbo He
Lei Chen
94
0
0
23 Dec 2024
Global Spatio-Temporal Fusion-based Traffic Prediction Algorithm with Anomaly Aware
Chaoqun Liu
Xuanpeng Li
Chen Gong
Guangyu Li
121
0
0
19 Dec 2024
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting
Tongtong Zhang
Zhiyong Cui
Bingzhang Wang
Yilong Ren
Haiyang Yu
Pan Deng
Yinhai Wang
AI4TS
157
0
0
18 Dec 2024
FairTP: A Prolonged Fairness Framework for Traffic Prediction
Jiangnan Xia
Yu Yang
Jiaxing Shen
Senzhang Wang
Jiannong Cao
AI4TS
201
1
0
18 Dec 2024
ST-FiT: Inductive Spatial-Temporal Forecasting with Limited Training Data
Zhenyu Lei
Yushun Dong
Jundong Li
Chen Chen
AI4TS
183
1
0
14 Dec 2024
Memory-enhanced Invariant Prompt Learning for Urban Flow Prediction under Distribution Shifts
Haiyang Jiang
Tong Chen
Wentao Zhang
Nguyen Quoc Viet Hung
Yuan Yuan
Yong Li
Lizhen Cui
OOD
AI4TS
589
1
0
07 Dec 2024
Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations
Yunhua Pei
Jin Zheng
John Cartlidge
AIFin
154
2
0
05 Dec 2024
BIGCity: A Universal Spatiotemporal Model for Unified Trajectory and Traffic State Data Analysis
Xie Yu
Jingyuan Wang
Yifan Yang
Qian Huang
Ke Qu
186
7
0
01 Dec 2024
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