Guoyang Qin

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 9

Top Topics

Data Imputation

Spatiotemporal Data

Top Venues

Publications

Tong Nie, Guoyang Qin, Wei Ma, Jian Sun
Generalizable Implicit Neural Representation As a Universal Spatiotemporal Traffic Data Learner. CoRR (2024)
Tong Nie, Yuewen Mei, Guoyang Qin, Jian Sun, Wei Ma
Channel-Aware Low-Rank Adaptation in Time Series Forecasting. CoRR (2024)
Tong Nie, Guoyang Qin, Wei Ma, Yuewen Mei, Jian Sun
ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal Imputation. KDD (2024)
Tong Nie, Guoyang Qin, Wei Ma, Jian Sun
Spatiotemporal Implicit Neural Representation as a Generalized Traffic Data Learner. CoRR (2024)
Tong Nie, Guoyang Qin, Yunpeng Wang, Jian Sun
Nexus sine qua non: Essentially Connected Networks for Traffic Forecasting. CoRR (2023)
Tong Nie, Guoyang Qin, Yuewen Mei, Jian Sun
ImputeFormer: Graph Transformers for Generalizable Spatiotemporal Imputation. CoRR (2023)
Tong Nie, Guoyang Qin, Yunpeng Wang, Jian Sun
Towards better traffic volume estimation: Tackling both underdetermined and non-equilibrium problems via a correlation adaptive graph convolution network. CoRR (2023)
Tong Nie, Guoyang Qin, Jian Sun
Truncated tensor Schatten p-norm based approach for spatiotemporal traffic data imputation with complicated missing patterns. CoRR (2022)
Tong Nie, Guoyang Qin, Yunpeng Wang, Jian Sun
Correlating sparse sensing for network-wide traffic speed estimation: An integrated graph tensor-based kriging approach. CoRR (2022)