Razvan-Gabriel Cirstea

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 10

Top Topics

Sparse Learning

Top Venues

Publications

Razvan-Gabriel Cirstea, Bin Yang, Chenjuan Guo, Tung Kieu, Shirui Pan
Towards Spatio-Temporal Aware Traffic Time Series Forecasting-Full Version. CoRR (2022)
Razvan-Gabriel Cirstea, Bin Yang, Chenjuan Guo, Tung Kieu, Shirui Pan
Towards Spatio- Temporal Aware Traffic Time Series Forecasting. ICDE (2022)
Razvan-Gabriel Cirstea, Chenjuan Guo, Bin Yang, Tung Kieu, Xuanyi Dong, Shirui Pan
Triformer: Triangular, Variable-Specific Attentions for Long Sequence Multivariate Time Series Forecasting-Full Version. CoRR (2022)
Razvan-Gabriel Cirstea, Chenjuan Guo, Bin Yang, Tung Kieu, Xuanyi Dong, Shirui Pan
Triformer: Triangular, Variable-Specific Attentions for Long Sequence Multivariate Time Series Forecasting. IJCAI (2022)
Tung Kieu, Bin Yang, Chenjuan Guo, Razvan-Gabriel Cirstea, Yan Zhao, Yale Song, Christian S. Jensen
Anomaly Detection in Time Series with Robust Variational Quasi-Recurrent Autoencoders. ICDE (2022)
Razvan-Gabriel Cirstea, Tung Kieu, Chenjuan Guo, Bin Yang, Sinno Jialin Pan
EnhanceNet: Plugin Neural Networks for Enhancing Correlated Time Series Forecasting. ICDE (2021)
Razvan-Gabriel Cirstea, Chenjuan Guo, Bin Yang
Graph Attention Recurrent Neural Networks for Correlated Time Series Forecasting - Full version. CoRR (2021)
Razvan-Gabriel Cirstea, Hilmar Gústafsson, Rasmus Riis Grønbæk Pedersen, Rolf Hakon Verder Sehested, Tamas Imre Winkler, Bin Yang
A Road Segment Attribute Completion System. MDM (2020)
Razvan-Gabriel Cirstea, Darius-Valer Micu, Gabriel-Marcel Muresan, Chenjuan Guo, Bin Yang
Correlated Time Series Forecasting using Multi-Task Deep Neural Networks. CIKM (2018)
Razvan-Gabriel Cirstea, Darius-Valer Micu, Gabriel-Marcel Muresan, Chenjuan Guo, Bin Yang
Correlated Time Series Forecasting using Deep Neural Networks: A Summary of Results. CoRR (2018)