Fan Zhou

Affiliations:
  • Ant Group


According to our database1, Fan Zhou authored at least 6 papers between 2020 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

Online presence:

On csauthors.net:

Bibliography

2023
SLOTH: Structured Learning and Task-based Optimization for Time Series Forecasting on Hierarchies.
CoRR, 2023

Flow-Based End-to-End Model for Hierarchical Time Series Forecasting via Trainable Attentive-Reconciliation.
Proceedings of the Database Systems for Advanced Applications, 2023

2022
End-to-End Modeling Hierarchical Time Series Using Autoregressive Transformer and Conditional Normalizing Flow based Reconciliation.
CoRR, 2022

End-to-End Modeling of Hierarchical Time Series Using Autoregressive Transformer and Conditional Normalizing Flow-based Reconciliation.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

2021
Embedding Symbolic Temporal Knowledge into Deep Sequential Models.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

2020
Relational State-Space Model for Stochastic Multi-Object Systems.
Proceedings of the 8th International Conference on Learning Representations, 2020


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