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+ @inproceedings{zhang2017deep,
2
+ title={Deep Spatio-temporal Residual Networks for Citywide Crowd Flows Prediction},
3
+ author={Zhang, Junbo and Zheng, Yu and Qi, Dekang},
4
+ booktitle={Proceedings of the 2017 AAAI conference on Artificial Intelligence},
5
+ volume={31},
6
+ number={1},
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+ year={2017}
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+ }
!!references/BJTaxiThreeValues.bib ADDED
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+ @inproceedings{zhang2017deep,
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+ title={Deep Spatio-temporal Residual Networks for Citywide Crowd Flows Prediction},
3
+ author={Zhang, Junbo and Zheng, Yu and Qi, Dekang},
4
+ booktitle={Proceedings of the 2017 AAAI conference on Artificial Intelligence},
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+ number={1},
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+ year={2017}
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+ }
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+ @inproceedings{xiaoming2025time,
2
+ title={Time-MoE: {B}illion-Scale Time Series Foundation Models with Mixture of Experts},
3
+ author={Xiaoming, Shi and Shiyu, Wang and Yuqi, Nie and Dianqi, Li and Zhou, Ye and Qingsong, Wen and Jin, Ming},
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+ booktitle={Proceedings of the 13th International Conference on Learning Representations},
5
+ year={2025}
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+ }
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+ @inproceedings{xiaoming2025time,
2
+ title={Time-MoE: {B}illion-Scale Time Series Foundation Models with Mixture of Experts},
3
+ author={Xiaoming, Shi and Shiyu, Wang and Yuqi, Nie and Dianqi, Li and Zhou, Ye and Qingsong, Wen and Jin, Ming},
4
+ booktitle={Proceedings of the 13th International Conference on Learning Representations},
5
+ year={2025}
6
+ }
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+
8
+ @article{Eyring2016CMIP6,
9
+ author = {Eyring, Veronika and Bony, Sandrine and Meehl, Gerald A. and Senior, Catherine A. and Stevens, Bjorn and Stouffer, Ronald J. and Taylor, Karl E.},
10
+ title = {Overview of the Coupled Model Intercomparison Project Phase 6 ({CMIP}6) Experimental Design and Organization},
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+ journal = {Geoscientific Model Development},
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+ year = {2016},
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+ volume = {9},
14
+ pages = {1937--1958}
15
+ }
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+ @inproceedings{xiaoming2025time,
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+ title={Time-MoE: {B}illion-Scale Time Series Foundation Models with Mixture of Experts},
3
+ author={Xiaoming, Shi and Shiyu, Wang and Yuqi, Nie and Dianqi, Li and Zhou, Ye and Qingsong, Wen and Jin, Ming},
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+ booktitle={Proceedings of the 13th International Conference on Learning Representations},
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+ year={2025}
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+ }
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+
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+ @article{Eyring2016CMIP6,
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+ author = {Eyring, Veronika and Bony, Sandrine and Meehl, Gerald A. and Senior, Catherine A. and Stevens, Bjorn and Stouffer, Ronald J. and Taylor, Karl E.},
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+ title = {Overview of the Coupled Model Intercomparison Project Phase 6 ({CMIP}6) Experimental Design and Organization},
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+ journal = {Geoscientific Model Development},
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+ year = {2016},
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+ volume = {9},
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+ pages = {1937--1958}
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+ }
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+ @inproceedings{xiaoming2025time,
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+ title={Time-MoE: {B}illion-Scale Time Series Foundation Models with Mixture of Experts},
3
+ author={Xiaoming, Shi and Shiyu, Wang and Yuqi, Nie and Dianqi, Li and Zhou, Ye and Qingsong, Wen and Jin, Ming},
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+ booktitle={Proceedings of the 13th International Conference on Learning Representations},
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+ year={2025}
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+ }
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+
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+ author = {Eyring, Veronika and Bony, Sandrine and Meehl, Gerald A. and Senior, Catherine A. and Stevens, Bjorn and Stouffer, Ronald J. and Taylor, Karl E.},
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+ title={Time-MoE: {B}illion-Scale Time Series Foundation Models with Mixture of Experts},
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+ author={Xiaoming, Shi and Shiyu, Wang and Yuqi, Nie and Dianqi, Li and Zhou, Ye and Qingsong, Wen and Jin, Ming},
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+ year={2025}
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+ author = {Eyring, Veronika and Bony, Sandrine and Meehl, Gerald A. and Senior, Catherine A. and Stevens, Bjorn and Stouffer, Ronald J. and Taylor, Karl E.},
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+ author={Xiaoming, Shi and Shiyu, Wang and Yuqi, Nie and Dianqi, Li and Zhou, Ye and Qingsong, Wen and Jin, Ming},
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+ @inproceedings{xiaoming2025time,
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+ author={Xiaoming, Shi and Shiyu, Wang and Yuqi, Nie and Dianqi, Li and Zhou, Ye and Qingsong, Wen and Jin, Ming},
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+ @inproceedings{wang2018will,
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+ title={When Will You Arrive? Estimating Travel Time Based on Deep Neural Networks},
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+ author={Wang, Dong and Zhang, Junbo and Cao, Wei and Li, Jian and Zheng, Yu},
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+ booktitle={Proceedings of the 2018 AAAI Conference on Artificial Intelligence},
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+ volume={32},
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+ number={1},
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+ year={2018}
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+ }
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+ @inproceedings{xiaoming2025time,
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+ title={Time-MoE: {B}illion-Scale Time Series Foundation Models with Mixture of Experts},
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+ author={Xiaoming, Shi and Shiyu, Wang and Yuqi, Nie and Dianqi, Li and Zhou, Ye and Qingsong, Wen and Jin, Ming},
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+ booktitle={Proceedings of the 13th International Conference on Learning Representations},
5
+ year={2025}
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+ }
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+
8
+ @article{woo2024unified,
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+ title={Unified Training of Universal Time Series Forecasting Transformers},
10
+ author={Woo, Gerald and Liu, Chenghao and Kumar, Akshat and Xiong, Caiming and Savarese, Silvio and Sahoo, Doyen},
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+ journal={arXiv preprint arXiv:2402.02592},
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+ year={2024}
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+ }
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+ @inproceedings{xiaoming2025time,
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+ author={Xiaoming, Shi and Shiyu, Wang and Yuqi, Nie and Dianqi, Li and Zhou, Ye and Qingsong, Wen and Jin, Ming},
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+ booktitle={Proceedings of the 13th International Conference on Learning Representations},
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+ year={2025}
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+ }
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+
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+ @article{woo2024unified,
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+ title={Unified Training of Universal Time Series Forecasting Transformers},
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+ author={Woo, Gerald and Liu, Chenghao and Kumar, Akshat and Xiong, Caiming and Savarese, Silvio and Sahoo, Doyen},
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+ journal={arXiv preprint arXiv:2402.02592},
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+ year={2024}
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+ }
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+ @inproceedings{xiaoming2025time,
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+ title={Time-MoE: {B}illion-Scale Time Series Foundation Models with Mixture of Experts},
3
+ author={Xiaoming, Shi and Shiyu, Wang and Yuqi, Nie and Dianqi, Li and Zhou, Ye and Qingsong, Wen and Jin, Ming},
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+ booktitle={Proceedings of the 13th International Conference on Learning Representations},
5
+ year={2025}
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+ }
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+
8
+ @article{wang2023benchmarks,
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+ title={Benchmarks and Custom Package for Energy Forecasting},
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+ author={Wang, Zhixian and Wen, Qingsong and Zhang, Chaoli and Sun, Liang and Von Krannichfeldt, Leandro and Pan, Shirui and Wang, Yi},
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+ journal={arXiv preprint arXiv:2307.07191},
12
+ year={2023}
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+ }
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+ @inproceedings{xiaoming2025time,
2
+ title={Time-MoE: {B}illion-Scale Time Series Foundation Models with Mixture of Experts},
3
+ author={Xiaoming, Shi and Shiyu, Wang and Yuqi, Nie and Dianqi, Li and Zhou, Ye and Qingsong, Wen and Jin, Ming},
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+ booktitle={Proceedings of the 13th International Conference on Learning Representations},
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+ year={2025}
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+ }
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+
8
+ @article{woo2024unified,
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+ title={Unified Training of Universal Time Series Forecasting Transformers},
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+ author={Woo, Gerald and Liu, Chenghao and Kumar, Akshat and Xiong, Caiming and Savarese, Silvio and Sahoo, Doyen},
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+ journal={arXiv preprint arXiv:2402.02592},
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+ year={2024}
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+ }
!!references/Ideal.bib ADDED
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+ @inproceedings{xiaoming2025time,
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3
+ author={Xiaoming, Shi and Shiyu, Wang and Yuqi, Nie and Dianqi, Li and Zhou, Ye and Qingsong, Wen and Jin, Ming},
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+ @article{woo2024unified,
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+ title={Unified Training of Universal Time Series Forecasting Transformers},
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+ journal={arXiv preprint arXiv:2402.02592},
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+ year={2024}
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+ }
!!references/Restaurant.bib ADDED
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+ @inproceedings{xiaoming2025time,
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+ title={Time-MoE: {B}illion-Scale Time Series Foundation Models with Mixture of Experts},
3
+ author={Xiaoming, Shi and Shiyu, Wang and Yuqi, Nie and Dianqi, Li and Zhou, Ye and Qingsong, Wen and Jin, Ming},
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+ year={2025}
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+ }
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!!references/T-Drive.bib ADDED
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+ @inproceedings{Yuan2011Driving,
2
+ author = {Jing Yuan and Yu Zheng and Xing Xie and Guangzhong Sun},
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+ title = {Driving with Knowledge from the Physical World},
4
+ booktitle = {Proceedings of the 17th International Conference on Knowledge Discovery and Data Mining},
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+ year = {2011}
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+ }
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+
8
+ @inproceedings{Yuan2010Tdrive,
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+ author = {Jing Yuan and Yu Zheng and Chengyang Zhang and Wenlei Xie and Xing Xie and Guangzhong Sun and Yan Huang},
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+ title = {T-drive: {D}riving Directions Based on Taxi Trajectories},
11
+ booktitle = {Proceedings of the 18th International Conference on Advances in Geographic Information Systems},
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+ pages = {99--108},
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+ year = {2010}
14
+ }
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+ @inproceedings{xiaoming2025time,
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+ title={Time-MoE: {B}illion-Scale Time Series Foundation Models with Mixture of Experts},
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+ author={Xiaoming, Shi and Shiyu, Wang and Yuqi, Nie and Dianqi, Li and Zhou, Ye and Qingsong, Wen and Jin, Ming},
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+ year={2025}
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