Dynamic Causal Graph Convolutional Network for Traffic Prediction

Dynamic Causal Graph Convolutional Network for Traffic Prediction

12 June 2023

Papers citing "Dynamic Causal Graph Convolutional Network for Traffic Prediction"

12 / 12 papers shown

Title
Data-Driven Optimization of EV Charging Station Placement Using Causal Discovery Julius Stephan Junker Rong Hu Ziyue Li W. Ketter 48 0 0 21 Mar 2025
XTraffic: A Dataset Where Traffic Meets Incidents with Explainability and More Xiaochuan Gou Ziyue Li Tian-Shing Lan Junpeng Lin Zhishuai Li Bingyu Zhao Chen Zhang Di Wang Xiangliang Zhang AI4TS 62 1 0 16 Jul 2024
Transformer-based Drum-level Prediction in a Boiler Plant with Delayed Relations among Multivariates Gang Su Sun Yang Zhishuai Li 34 0 0 15 Jul 2024
Deep Causal Learning to Explain and Quantify The Geo-Tension's Impact on Natural Gas Market Philipp Kai Peter Yulin Li Ziyue Li Wolf Ketter 50 1 0 15 Jul 2024
Non-Neighbors Also Matter to Kriging: A New Contrastive-Prototypical Learning Zhishuai Li Yunhao Nie Ziyue Li Lei Bai Yisheng Lv Rui Zhao 23 5 0 23 Jan 2024
VisionTraj: A Noise-Robust Trajectory Recovery Framework based on Large-scale Camera Network Zhishuai Li Ziyue Li Xiaoru Hu Guoqing Du Yunhao Nie Feng Zhu Lei Bai Rui Zhao 46 3 0 11 Dec 2023
Divide-and-Conquer Strategy for Large-Scale Dynamic Bayesian Network Structure Learning Ouyang Hui Cheng Chen Ke Tang 21 1 0 04 Dec 2023
Exploring Causal Learning through Graph Neural Networks: An In-depth Review Simi Job Xiaohui Tao Taotao Cai Haoran Xie Lin Li Jianming Yong Qing Li CML AI4CE 43 5 0 25 Nov 2023
Adaptive Hierarchical SpatioTemporal Network for Traffic Forecasting Yirong Chen Ziyue Li Wanli Ouyang M. Lepech AI4TS 29 5 0 15 Jun 2023
Correlated Time Series Self-Supervised Representation Learning via Spatiotemporal Bootstrapping Luxuan Wang Lei Bai Ziyue Li Rui Zhao Fugee Tsung AI4TS SSL 34 13 0 12 Jun 2023
MM-DAG: Multi-task DAG Learning for Multi-modal Data -- with Application for Traffic Congestion Analysis Tian-Shing Lan Ziyue Li Zhishuai Li Lei Bai Man Li Fugee Tsung W. Ketter Rui Zhao Chen Zhang 14 13 0 05 Jun 2023
Jointly Contrastive Representation Learning on Road Network and Trajectory Zhenyu Mao Ziyue Li Dedong Li Lei Bai Rui Zhao AI4TS 50 48 0 14 Sep 2022