深圳网站建设联华,重庆市公路建设信息网官网,wordpress页面生成,学院网站建设的目的CIKM 2024于10月21号-10月25号在美国爱达荷州博伊西举行#xff08;Boise, Idaho, USA#xff09;
本文总结了CIKM 2024有关时空数据#xff08;spatial-temporal data#xff09;的相关论文#xff0c;主要包含交通预测#xff0c;插补#xff0c;事故预测#xff0c…CIKM 2024于10月21号-10月25号在美国爱达荷州博伊西举行Boise, Idaho, USA
本文总结了CIKM 2024有关时空数据spatial-temporal data的相关论文主要包含交通预测插补事故预测气象预测轨迹相似度计算物流配送以及时空图神经网络在金融供应链能源等领域应用的相关内容如有疏漏欢迎大家补充。 【紧跟前沿】“时空探索之旅”与你一起探索时空奥秘 欢迎大家关注时空探索之旅时空探索之旅 Full Research Prompt-Based Spatio-Temporal Graph Transfer LearningRethinking Attention Mechanism for Spatio-Temporal Modeling: A Decoupling Perspective in Traffic Flow PredictionCausality-Aware Spatiotemporal Graph Neural Networks for Spatiotemporal Time Series ImputationByGCN: Spatial Temporal Byroad-Aware Graph Convolution Network for Traffic Flow Prediction in Road NetworksSpatio-temporal Graph Normalizing Flow for Probabilistic Traffic PredictionIrregularity-Informed Time Series Analysis: Adaptive Modelling of Spatial and Temporal DynamicsEasyST: A Simple Framework for Spatio-Temporal PredictionHigher-order Spatio-temporal Physics-incorporated Graph Neural Network for Multivariate Time Series ImputationA Spatio-Temporal Diffusion Model for Missing and Real-Time Financial Data InferenceST-ECP: A Novel Spatial-Temporal Framework for Energy Consumption Prediction of Vehicle TrajectoryMSTEM: Masked Spatiotemporal Event Series Modeling for Urban Undisciplined Events ForecastingSpatio-Temporal Transformer Network with Physical Knowledge Distillation for Weather ForecastingHierarchical Spatio-Temporal Graph Learning Based on Metapath Aggregation for Emergency Supply ForecastingUrban Traffic Accident Risk Prediction Revisited: Regionality, Proximity, Similarity and SparsitySeeing the Forest for the Trees: Road-Level Insights Assisted Lane-Level Traffic PredictionMalLight: Influence-Aware Coordinated Traffic Signal Control for Traffic Signal MalfunctionsPhysics-guided Active Sample Reweighting for Urban Flow PredictionFGITrans: Cross-City Transformer for Fine-grained Urban Flow InferenceAdaTM: Fine-grained Urban Flow Inference with Adaptive Knowledge Transfer across Multiple CitiesHypergraph Hash Learning for Efficient Trajectory Similarity ComputationKMCT: k-Means Clustering of Trajectories Efficiently in Location-Based Services Short Research Spatio-Temporal Sequence Modeling for Traffic Signal ControlGeoReasoner: Reasoning On Geospatially Grounded Context For Natural Language UnderstandingOcean Significant Wave Height Estimation with Spatio-temporally Aware Large Language ModelsRevealing the Power of Masked Autoencoders in Traffic ForecastingHol-Light: A Holistic framework for Efficient and Dynamic Traffic Signal ManagementEmpowering Traffic Speed Prediction with Auxiliary Feature-Aided Dependency Learning Applied research Parallel-friendly Spatio-Temporal Graph Learning for Photovoltaic Degradation Analysis at ScaleDIFN: A Dual Intention-aware Network for Repurchase Recommendation with Hierarchical Spatio-temporal FusionBehavior-aware Sparse Trajectory Recovery in Last-mile Delivery with Multi-scale Attention Fusion Full Research
1 Prompt-Based Spatio-Temporal Graph Transfer Learning
链接https://arxiv.org/abs/2405.12452
作者Junfeng Hu,Xu Liu,Zhencheng Fan,Yifang Yin,Shili Xiang,Savitha Ramasamy,Roger Zimmermann
关键词提示学习迁移学习 2 Rethinking Attention Mechanism for Spatio-Temporal Modeling: A Decoupling Perspective in Traffic Flow Prediction
作者Qi Yu,Weilong Ding,Hao Zhang,Yang Yang,Tianpu Zhang
关键词交通预测解耦
3 Causality-Aware Spatiotemporal Graph Neural Networks for Spatiotemporal Time Series Imputation
链接https://arxiv.org/abs/2403.11960
作者Baoyu Jing,Dawei Zhou,Kan Ren,Carl Yang
关键词插补时空图神经网络因果注意力 4 ByGCN: Spatial Temporal Byroad-Aware Graph Convolution Network for Traffic Flow Prediction in Road Networks
作者Tangpeng Dan,Xiao Pan,Bolong Zheng,Xiaofeng Meng
关键词交通预测时空图神经网络
5 Spatio-temporal Graph Normalizing Flow for Probabilistic Traffic Prediction
作者Yang An,Zhibin Li,Wei Liu,Haoliang Sun,Meng Chen,Wenpeng Lu,Yongshun Gong
关键词概率交通预测
6 Irregularity-Informed Time Series Analysis: Adaptive Modelling of Spatial and Temporal Dynamics
作者Liangwei Nathan Zheng,Zhengyang Li,Chang George Dong,Wei Emma Zhang,Lin Yue,Miao Xu,Olaf Maennel,Weitong Chen
关键词时空动态时序分析
7 EasyST: A Simple Framework for Spatio-Temporal Prediction
链接https://arxiv.org/abs/2409.06748
代码https://github.com/HKUDS/EasyST
作者Jiabin Tang,Wei Wei,Lianghao Xia,Chao Huang
关键词时空预测 8 Higher-order Spatio-temporal Physics-incorporated Graph Neural Network for Multivariate Time Series Imputation
链接https://arxiv.org/abs/2405.10995
代码https://github.com/gorgen2020/HSPGNN
作者Guojun Liang,Prayag Tiwari,Sławomir Nowaczyk,Stefan Byttner
关键词插补时空物理信息聚合 9 A Spatio-Temporal Diffusion Model for Missing and Real-Time Financial Data Inference
作者Yupeng Fang,Ruirui Liu,Huichou Huang,Peilin Zhao,Qingyao Wu
关键词金融数据推理扩散模型
10 ST-ECP: A Novel Spatial-Temporal Framework for Energy Consumption Prediction of Vehicle Trajectory
作者Biao Yang,Yun Xiong,Xi Chen,Xuejing Feng,Meng Wang,Jun Ma
关键词能耗估计车辆轨迹
11 MSTEM: Masked Spatiotemporal Event Series Modeling for Urban Undisciplined Events Forecasting
作者Zehao Gu,Shiyang Zhou,Yun Xiong,Yang Luo,Hongrun Ren,Qiang Wang,Xiaofeng Gao,Philip Yu
关键词事件预测
12 Spatio-Temporal Transformer Network with Physical Knowledge Distillation for Weather Forecasting
作者Jing He,Junzhong Ji,Minglong Lei
关键词气象预测知识蒸馏
13 Hierarchical Spatio-Temporal Graph Learning Based on Metapath Aggregation for Emergency Supply Forecasting
作者Li Lin,Kaiwen Xia,Anqi Zheng,Shijie Hu,Shuai Wang
关键词供应链预测时空图学习
14 Urban Traffic Accident Risk Prediction Revisited: Regionality, Proximity, Similarity and Sparsity
链接https://arxiv.org/abs/2407.19668
作者Minxiao Chen,Haitao Yuan,Nan Jiang,Zhifeng Bao,Shangguang Wang
关键词交通事故预测遥感 15 Seeing the Forest for the Trees: Road-Level Insights Assisted Lane-Level Traffic Prediction
作者Shuhao Li,Yue Cui,Jingyi Xu,Jing Zhao,Fan Zhang,Weidong Yang,Xiaofang Zhou
关键词车道级交通预测
16 MalLight: Influence-Aware Coordinated Traffic Signal Control for Traffic Signal Malfunctions
链接https://arxiv.org/abs/2408.09768
作者Qinchen Yang,Zejun Xie,Hua Wei,Desheng Zhang,Yu Yang
关键词信控优化信号灯失灵场景下 17 Physics-guided Active Sample Reweighting for Urban Flow Prediction
链接https://arxiv.org/abs/2407.13605
作者Wei Jiang,Tong Chen,Guanhua Ye,Wentao Zhang,Lizhen Cui,Zi Huang,Hongzhi Yin
关键词交通预测物理驱动 18 FGITrans: Cross-City Transformer for Fine-grained Urban Flow Inference
作者Yuhao Zheng,Yishuo Cai,Zihao Cai,Changjun Fan,Senzhang Wang,Jianxin Wang
关键词城市流量推理跨城市
19 AdaTM: Fine-grained Urban Flow Inference with Adaptive Knowledge Transfer across Multiple Cities
作者Yuhao Zheng,Jinyang Wu,Zihao Cai,Senzhang Wang,Jianxin Wang
关键词城市流量推理知识迁移
20 Hypergraph Hash Learning for Efficient Trajectory Similarity Computation
作者Yuan Cao,Lei Li,Xiangru Chen,Xue Xu,Zuojin Huang,Yanwei Yu
关键词轨迹相似度计算超图
21 KMCT: k-Means Clustering of Trajectories Efficiently in Location-Based Services
作者Yuanjun Liu,Guanfeng Liu,Qingzhi Ma,Zhixu Li,Shiting Wen,Lei Zhao,An Liu
关键词轨迹聚类k-means
Short Research
22 Spatio-Temporal Sequence Modeling for Traffic Signal Control
作者Qian Sun,Le Zhang,Jingbo Zhou,Rui Zha,Yu Mei,Chujie Tian,Hui Xiong
关键词信控优化
23 GeoReasoner: Reasoning On Geospatially Grounded Context For Natural Language Understanding
作者Yibo Yan,Joey Lee
关键词地理推理自然语言理解
24 Ocean Significant Wave Height Estimation with Spatio-temporally Aware Large Language Models
链接https://arxiv.org/abs/2407.20053
作者Zhe Li,Ronghui Xu,Jilin Hu,Zhong Peng,Xi Lu,Chenjuan Guo,Bin Yang
关键词LLM海洋有效波高估计 25 Revealing the Power of Masked Autoencoders in Traffic Forecasting
链接https://arxiv.org/abs/2309.15169
代码https://github.com/jsun57/STMAE
作者Jiarui Sun,Yujie Fan,Chin-Chia Michael Yeh,Wei Zhang,Girish Chowdhary
关键词交通预测,MAE 26 Hol-Light: A Holistic framework for Efficient and Dynamic Traffic Signal Management
作者Siyao Qiao,Jia Wu
关键词信控优化高效动态
27 Empowering Traffic Speed Prediction with Auxiliary Feature-Aided Dependency Learning
作者Dong-hyuk Seo,Jiwon Son,Namhyuk Kim,Won-Yong Shin,Sang-Wook Kim
关键词交通速度预测
Applied research
28 Parallel-friendly Spatio-Temporal Graph Learning for Photovoltaic Degradation Analysis at Scale
作者Yangxin Fan,Raymond Wieser,Laura S. Bruckman,Roger H. French,Yinghui Wu
关键词时空图神经网络
29 DIFN: A Dual Intention-aware Network for Repurchase Recommendation with Hierarchical Spatio-temporal Fusion
作者Li Lin,Xin Xu,Hai Wang,Tian He,Desheng Zhang,Shuai Wang
关键词时空融合
30 Behavior-aware Sparse Trajectory Recovery in Last-mile Delivery with Multi-scale Attention Fusion
作者Hai Wang,Shuai Wang,Li Lin,Yu Yang,Shuai Wang,Hongkai Wen
关键词轨迹恢复最后一公里配送
相关链接
CIKM24 Accepted Papers
g Zhang,Shuai Wang
关键词时空融合
30 Behavior-aware Sparse Trajectory Recovery in Last-mile Delivery with Multi-scale Attention Fusion
作者Hai Wang,Shuai Wang,Li Lin,Yu Yang,Shuai Wang,Hongkai Wen
关键词轨迹恢复最后一公里配送
相关链接
CIKM24 Accepted Papers
https://cikm2024.org/accepted-papers/
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