Guoyang Qin

According to our database, Guoyang Qin authored at least 9 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Joint Estimation and Prediction of City-wide Delivery Demand: A Large Language Model Empowered Graph-based Learning Approach.

Tong Nie, Junlin He, Yuewen Mei, Guoyang Qin, Guilong Li, Jian Sun, Wei Ma

CoRR, 2024

Generalizable Implicit Neural Representation As a Universal Spatiotemporal Traffic Data Learner.

Tong Nie, Guoyang Qin, Wei Ma, Jian Sun

CoRR, 2024

Spatiotemporal Implicit Neural Representation as a Generalized Traffic Data Learner.

Tong Nie, Guoyang Qin, Wei Ma, Jian Sun

CoRR, 2024

ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal Imputation.

Tong Nie, Guoyang Qin, Wei Ma, Yuewen Mei, Jian Sun

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Channel-Aware Low-Rank Adaptation in Time Series Forecasting.

Tong Nie, Yuewen Mei, Guoyang Qin, Jian Sun, Wei Ma

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

Nexus sine qua non: Essentially Connected Networks for Traffic Forecasting.

Tong Nie, Guoyang Qin, Yunpeng Wang, Jian Sun

CoRR, 2023

Towards better traffic volume estimation: Tackling both underdetermined and non-equilibrium problems via a correlation-adaptive graph convolution network.

Tong Nie, Guoyang Qin, Yunpeng Wang, Jian Sun

CoRR, 2023

2022

Correlating sparse sensing for network-wide traffic speed estimation: An integrated graph tensor-based kriging approach.

Tong Nie, Guoyang Qin, Yunpeng Wang, Jian Sun

CoRR, 2022

Truncated tensor Schatten p-norm based approach for spatiotemporal traffic data imputation with complicated missing patterns.

Tong Nie, Guoyang Qin, Jian Sun

CoRR, 2022