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- !!references/BJTaxiData.bib +8 -0
- !!references/BJTaxiThreeValues.bib +8 -0
- !!references/Bull.bib +6 -0
- !!references/CMIP6-2000-PartI.bib +15 -0
- !!references/CMIP6-2000-PartII.bib +15 -0
- !!references/CMIP6-2000-PartIII.bib +15 -0
- !!references/CMIP6-2005-PartI.bib +15 -0
- !!references/CMIP6-2005-PartII.bib +15 -0
- !!references/CMIP6-2010-PartII.bib +15 -0
- !!references/ChengduTaxi.bib +8 -0
- !!references/Cif2016-12.bib +13 -0
- !!references/Cif2016-6.bib +13 -0
- !!references/GFC2012.bib +13 -0
- !!references/Hog.bib +13 -0
- !!references/Ideal.bib +13 -0
- !!references/Restaurant.bib +7 -0
- !!references/T-Drive.bib +14 -0
- !!references/TourismMonthly.bib +6 -0
- !!references/TourismYearly.bib +7 -0
- AustinRide/part0.parquet +3 -0
- BDG2-Panther/part0.parquet +3 -0
- BDG2-Rat/part0.parquet +3 -0
- BJTaxiData/part0.parquet +3 -0
- BJTaxiThreeValues/part0.parquet +3 -0
- Bull/part0.parquet +3 -0
- CSE-CIC-IDS2018/part0.parquet +3 -0
- CSE-CIC-IDS2018/part1.parquet +3 -0
- CSE-CIC-IDS2018/part10.parquet +3 -0
- CSE-CIC-IDS2018/part11.parquet +3 -0
- CSE-CIC-IDS2018/part12.parquet +3 -0
- CSE-CIC-IDS2018/part13.parquet +3 -0
- CSE-CIC-IDS2018/part2.parquet +3 -0
- CSE-CIC-IDS2018/part3.parquet +3 -0
- CSE-CIC-IDS2018/part4.parquet +3 -0
- CSE-CIC-IDS2018/part5.parquet +3 -0
- CSE-CIC-IDS2018/part6.parquet +3 -0
- CSE-CIC-IDS2018/part7.parquet +3 -0
- CSE-CIC-IDS2018/part8.parquet +3 -0
- CSE-CIC-IDS2018/part9.parquet +3 -0
- CSTSNonnormalTest/part0.parquet +3 -0
- CSTSNonnormalTest/part1.parquet +3 -0
- CSTSNonnormalTrain/part0.parquet +3 -0
- CSTSNonnormalTrain/part1.parquet +3 -0
- CSTSNormalTest/part0.parquet +3 -0
- CSTSNormalTest/part1.parquet +3 -0
- CSTSNormalTrain/part0.parquet +3 -0
- CSTSNormalTrain/part1.parquet +3 -0
- ChicagoBike/part0.parquet +3 -0
- ChicagoBike/part1.parquet +3 -0
- Cif2016-12/part0.parquet +3 -0
!!references/BJTaxiData.bib
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@inproceedings{zhang2017deep,
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title={Deep Spatio-temporal Residual Networks for Citywide Crowd Flows Prediction},
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author={Zhang, Junbo and Zheng, Yu and Qi, Dekang},
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booktitle={Proceedings of the 2017 AAAI conference on Artificial Intelligence},
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volume={31},
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number={1},
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year={2017}
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}
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!!references/BJTaxiThreeValues.bib
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@inproceedings{zhang2017deep,
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title={Deep Spatio-temporal Residual Networks for Citywide Crowd Flows Prediction},
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author={Zhang, Junbo and Zheng, Yu and Qi, Dekang},
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| 4 |
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booktitle={Proceedings of the 2017 AAAI conference on Artificial Intelligence},
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volume={31},
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number={1},
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year={2017}
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}
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!!references/Bull.bib
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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},
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year={2025}
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}
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!!references/CMIP6-2000-PartI.bib
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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},
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year={2025}
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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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!!references/CMIP6-2000-PartII.bib
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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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| 3 |
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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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| 4 |
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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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@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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| 10 |
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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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!!references/CMIP6-2000-PartIII.bib
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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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| 3 |
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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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| 4 |
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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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@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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| 10 |
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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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!!references/CMIP6-2005-PartI.bib
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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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| 4 |
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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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@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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| 10 |
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title = {Overview of the Coupled Model Intercomparison Project Phase 6 ({CMIP}6) Experimental Design and Organization},
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| 11 |
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journal = {Geoscientific Model Development},
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| 12 |
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year = {2016},
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| 13 |
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volume = {9},
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pages = {1937--1958}
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}
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!!references/CMIP6-2005-PartII.bib
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@inproceedings{xiaoming2025time,
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| 2 |
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title={Time-MoE: {B}illion-Scale Time Series Foundation Models with Mixture of Experts},
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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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| 4 |
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booktitle={Proceedings of the 13th International Conference on Learning Representations},
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| 5 |
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year={2025}
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| 6 |
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}
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| 7 |
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| 8 |
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@article{Eyring2016CMIP6,
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| 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.},
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| 10 |
+
title = {Overview of the Coupled Model Intercomparison Project Phase 6 ({CMIP}6) Experimental Design and Organization},
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| 11 |
+
journal = {Geoscientific Model Development},
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| 12 |
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year = {2016},
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| 13 |
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volume = {9},
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| 14 |
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pages = {1937--1958}
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| 15 |
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}
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!!references/CMIP6-2010-PartII.bib
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@inproceedings{xiaoming2025time,
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| 2 |
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title={Time-MoE: {B}illion-Scale Time Series Foundation Models with Mixture of Experts},
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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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| 4 |
+
booktitle={Proceedings of the 13th International Conference on Learning Representations},
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| 5 |
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year={2025}
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| 6 |
+
}
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| 7 |
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| 8 |
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@article{Eyring2016CMIP6,
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| 9 |
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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.},
|
| 10 |
+
title = {Overview of the Coupled Model Intercomparison Project Phase 6 ({CMIP}6) Experimental Design and Organization},
|
| 11 |
+
journal = {Geoscientific Model Development},
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| 12 |
+
year = {2016},
|
| 13 |
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volume = {9},
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| 14 |
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pages = {1937--1958}
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| 15 |
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}
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!!references/ChengduTaxi.bib
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@inproceedings{wang2018will,
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| 2 |
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title={When Will You Arrive? Estimating Travel Time Based on Deep Neural Networks},
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| 3 |
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author={Wang, Dong and Zhang, Junbo and Cao, Wei and Li, Jian and Zheng, Yu},
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| 4 |
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booktitle={Proceedings of the 2018 AAAI Conference on Artificial Intelligence},
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| 5 |
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volume={32},
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| 6 |
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number={1},
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| 7 |
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year={2018}
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}
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!!references/Cif2016-12.bib
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@inproceedings{xiaoming2025time,
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| 2 |
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title={Time-MoE: {B}illion-Scale Time Series Foundation Models with Mixture of Experts},
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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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| 4 |
+
booktitle={Proceedings of the 13th International Conference on Learning Representations},
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| 5 |
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year={2025}
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| 6 |
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}
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| 7 |
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| 8 |
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@article{woo2024unified,
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| 9 |
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title={Unified Training of Universal Time Series Forecasting Transformers},
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| 10 |
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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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| 11 |
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journal={arXiv preprint arXiv:2402.02592},
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year={2024}
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}
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!!references/Cif2016-6.bib
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@inproceedings{xiaoming2025time,
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| 2 |
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title={Time-MoE: {B}illion-Scale Time Series Foundation Models with Mixture of Experts},
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| 3 |
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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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| 4 |
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booktitle={Proceedings of the 13th International Conference on Learning Representations},
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| 5 |
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year={2025}
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| 6 |
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}
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| 7 |
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| 8 |
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@article{woo2024unified,
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| 9 |
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title={Unified Training of Universal Time Series Forecasting Transformers},
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| 10 |
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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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| 11 |
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journal={arXiv preprint arXiv:2402.02592},
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| 12 |
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year={2024}
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| 13 |
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}
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!!references/GFC2012.bib
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@inproceedings{xiaoming2025time,
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| 2 |
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title={Time-MoE: {B}illion-Scale Time Series Foundation Models with Mixture of Experts},
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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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| 4 |
+
booktitle={Proceedings of the 13th International Conference on Learning Representations},
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| 5 |
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year={2025}
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| 6 |
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}
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| 7 |
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| 8 |
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@article{wang2023benchmarks,
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| 9 |
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title={Benchmarks and Custom Package for Energy Forecasting},
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| 10 |
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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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| 11 |
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journal={arXiv preprint arXiv:2307.07191},
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| 12 |
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year={2023}
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| 13 |
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}
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!!references/Hog.bib
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@inproceedings{xiaoming2025time,
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| 2 |
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title={Time-MoE: {B}illion-Scale Time Series Foundation Models with Mixture of Experts},
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| 3 |
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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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| 4 |
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booktitle={Proceedings of the 13th International Conference on Learning Representations},
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| 5 |
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year={2025}
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| 6 |
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}
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| 7 |
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|
| 8 |
+
@article{woo2024unified,
|
| 9 |
+
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},
|
| 11 |
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journal={arXiv preprint arXiv:2402.02592},
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| 12 |
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year={2024}
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| 13 |
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}
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!!references/Ideal.bib
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@inproceedings{xiaoming2025time,
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| 2 |
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title={Time-MoE: {B}illion-Scale Time Series Foundation Models with Mixture of Experts},
|
| 3 |
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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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| 4 |
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booktitle={Proceedings of the 13th International Conference on Learning Representations},
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| 5 |
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year={2025}
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| 6 |
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}
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| 7 |
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| 8 |
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@article{woo2024unified,
|
| 9 |
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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},
|
| 11 |
+
journal={arXiv preprint arXiv:2402.02592},
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| 12 |
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year={2024}
|
| 13 |
+
}
|
!!references/Restaurant.bib
ADDED
|
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
@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 |
+
}
|
| 7 |
+
|
!!references/T-Drive.bib
ADDED
|
@@ -0,0 +1,14 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
@inproceedings{Yuan2011Driving,
|
| 2 |
+
author = {Jing Yuan and Yu Zheng and Xing Xie and Guangzhong Sun},
|
| 3 |
+
title = {Driving with Knowledge from the Physical World},
|
| 4 |
+
booktitle = {Proceedings of the 17th International Conference on Knowledge Discovery and Data Mining},
|
| 5 |
+
year = {2011}
|
| 6 |
+
}
|
| 7 |
+
|
| 8 |
+
@inproceedings{Yuan2010Tdrive,
|
| 9 |
+
author = {Jing Yuan and Yu Zheng and Chengyang Zhang and Wenlei Xie and Xing Xie and Guangzhong Sun and Yan Huang},
|
| 10 |
+
title = {T-drive: {D}riving Directions Based on Taxi Trajectories},
|
| 11 |
+
booktitle = {Proceedings of the 18th International Conference on Advances in Geographic Information Systems},
|
| 12 |
+
pages = {99--108},
|
| 13 |
+
year = {2010}
|
| 14 |
+
}
|
!!references/TourismMonthly.bib
ADDED
|
@@ -0,0 +1,6 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
@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 |
+
}
|
!!references/TourismYearly.bib
ADDED
|
@@ -0,0 +1,7 @@
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|
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|
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|
|
|
|
|
|
|
| 1 |
+
@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 |
+
}
|
| 7 |
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|
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