Razvan-Gabriel Cirstea

According to our database, Razvan-Gabriel Cirstea authored at least 10 papers between 2018 and 2022.

Collaborative distances:

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

2022

Triformer: Triangular, Variable-Specific Attentions for Long Sequence Multivariate Time Series Forecasting-Full Version.

Razvan-Gabriel Cirstea, Chenjuan Guo, Bin Yang, Tung Kieu, Xuanyi Dong, Shirui Pan

CoRR, 2022

Towards Spatio-Temporal Aware Traffic Time Series Forecasting-Full Version.

Razvan-Gabriel Cirstea, Bin Yang, Chenjuan Guo, Tung Kieu, Shirui Pan

CoRR, 2022

Triformer: Triangular, Variable-Specific Attentions for Long Sequence Multivariate Time Series Forecasting.

Razvan-Gabriel Cirstea, Chenjuan Guo, Bin Yang, Tung Kieu, Xuanyi Dong, Shirui Pan

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Anomaly Detection in Time Series with Robust Variational Quasi-Recurrent Autoencoders.

Tung Kieu, Bin Yang, Chenjuan Guo, Razvan-Gabriel Cirstea, Yan Zhao, Yale Song, Christian S. Jensen

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Towards Spatio- Temporal Aware Traffic Time Series Forecasting.

Razvan-Gabriel Cirstea, Bin Yang, Chenjuan Guo, Tung Kieu, Shirui Pan

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

2021

Graph Attention Recurrent Neural Networks for Correlated Time Series Forecasting - Full version.

Razvan-Gabriel Cirstea, Chenjuan Guo, Bin Yang

CoRR, 2021

EnhanceNet: Plugin Neural Networks for Enhancing Correlated Time Series Forecasting.

Razvan-Gabriel Cirstea, Tung Kieu, Chenjuan Guo, Bin Yang, Sinno Jialin Pan

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

2020

A Road Segment Attribute Completion System.

Razvan-Gabriel Cirstea, Hilmar Gústafsson, Rasmus Riis Grønbæk Pedersen, Rolf Hakon Verder Sehested, Tamas Imre Winkler, Bin Yang

Proceedings of the 21st IEEE International Conference on Mobile Data Management, 2020

2018

Correlated Time Series Forecasting using Deep Neural Networks: A Summary of Results.

Razvan-Gabriel Cirstea, Darius-Valer Micu, Gabriel-Marcel Muresan, Chenjuan Guo, Bin Yang

CoRR, 2018

Correlated Time Series Forecasting using Multi-Task Deep Neural Networks.

Razvan-Gabriel Cirstea, Darius-Valer Micu, Gabriel-Marcel Muresan, Chenjuan Guo, Bin Yang

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018