Sitan Yang

According to our database, Sitan Yang authored at least 7 papers between 2022 and 2025.

Collaborative distances:

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

2025

SPADE-S: A Sparsity-Robust Foundational Forecaster.

Malcolm Wolff, Matthew Li, Ravi Kiran Selvam, Hanjing Zhu, Kin G. Olivares, Ruijun Ma, Abhinav Katoch, Shankar Ramasubramanian, Mengfei Cao, Roberto Bandarra, Rahul Gopalsamy, Stefania La Vattiata, Sitan Yang, Michael M. Mahoney

CoRR, July, 2025

TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting.

Zhiyuan Zhao, Sitan Yang, Kin G. Olivares, Boris N. Oreshkin, Stan Vitebsky, Michael W. Mahoney, B. Aditya Prakash, Dmitry Efimov

CoRR, July, 2025

2024

♠ SPADE ♠ Split Peak Attention DEcomposition.

Malcolm Wolff, Kin G. Olivares, Boris N. Oreshkin, Sunny Ruan, Sitan Yang, Abhinav Katoch, Shankar Ramasubramanian, Youxin Zhang, Michael W. Mahoney, Dmitry Efimov, Vincent Quenneville-Bélair

CoRR, 2024

F-FOMAML: GNN-Enhanced Meta-Learning for Peak Period Demand Forecasting with Proxy Data.

Zexing Xu, Linjun Zhang, Sitan Yang, S. Rasoul Etesami, Hanghang Tong, Huan Zhang, Jiawei Han

CoRR, 2024

Peak Period Demand Forecasting with Proxy Data: GNN-Enhanced Meta-Learning.

Zexing Xu, Linjun Zhang, Sitan Yang, Nan Jiang

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2024

2023

GEANN: Scalable Graph Augmentations for Multi-Horizon Time Series Forecasting.

Sitan Yang, Malcolm Wolff, Shankar Ramasubramanian, Vincent Quenneville-Bélair, Ronak Metha, Michael W. Mahoney

CoRR, 2023

2022

MQRetNN: Multi-Horizon Time Series Forecasting with Retrieval Augmentation.

Sitan Yang, Carson Eisenach, Dhruv Madeka

CoRR, 2022