diff --git a/!!references/BJTaxiData.bib b/!!references/BJTaxiData.bib new file mode 100644 index 0000000000000000000000000000000000000000..866db15f814b62e25632b7c49efce18a28e17eda --- /dev/null +++ b/!!references/BJTaxiData.bib @@ -0,0 +1,8 @@ +@inproceedings{zhang2017deep, + title={Deep Spatio-temporal Residual Networks for Citywide Crowd Flows Prediction}, + author={Zhang, Junbo and Zheng, Yu and Qi, Dekang}, + booktitle={Proceedings of the 2017 AAAI conference on Artificial Intelligence}, + volume={31}, + number={1}, + year={2017} +} \ No newline at end of file diff --git a/!!references/BJTaxiThreeValues.bib b/!!references/BJTaxiThreeValues.bib new file mode 100644 index 0000000000000000000000000000000000000000..866db15f814b62e25632b7c49efce18a28e17eda --- /dev/null +++ b/!!references/BJTaxiThreeValues.bib @@ -0,0 +1,8 @@ +@inproceedings{zhang2017deep, + title={Deep Spatio-temporal Residual Networks for Citywide Crowd Flows Prediction}, + author={Zhang, Junbo and Zheng, Yu and Qi, Dekang}, + booktitle={Proceedings of the 2017 AAAI conference on Artificial Intelligence}, + volume={31}, + number={1}, + year={2017} +} \ No newline at end of file diff --git a/!!references/Bull.bib b/!!references/Bull.bib new file mode 100644 index 0000000000000000000000000000000000000000..10d4c6f106f453afb06a68ff1999c2a50cdfa9d8 --- /dev/null +++ b/!!references/Bull.bib @@ -0,0 +1,6 @@ +@inproceedings{xiaoming2025time, + title={Time-MoE: {B}illion-Scale Time Series Foundation Models with Mixture of Experts}, + author={Xiaoming, Shi and Shiyu, Wang and Yuqi, Nie and Dianqi, Li and Zhou, Ye and Qingsong, Wen and Jin, Ming}, + booktitle={Proceedings of the 13th International Conference on Learning Representations}, + year={2025} +} \ No newline at end of file diff --git a/!!references/CMIP6-2000-PartI.bib b/!!references/CMIP6-2000-PartI.bib new file mode 100644 index 0000000000000000000000000000000000000000..31fe5899083c5b4117d2c6a203632c6d817b491a --- /dev/null +++ b/!!references/CMIP6-2000-PartI.bib @@ -0,0 +1,15 @@ +@inproceedings{xiaoming2025time, + title={Time-MoE: {B}illion-Scale Time Series Foundation Models with Mixture of Experts}, + author={Xiaoming, Shi and Shiyu, Wang and Yuqi, Nie and Dianqi, Li and Zhou, Ye and Qingsong, Wen and Jin, Ming}, + booktitle={Proceedings of the 13th International Conference on Learning Representations}, + year={2025} +} + +@article{Eyring2016CMIP6, + 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.}, + title = {Overview of the Coupled Model Intercomparison Project Phase 6 ({CMIP}6) Experimental Design and Organization}, + journal = {Geoscientific Model Development}, + year = {2016}, + volume = {9}, + pages = {1937--1958} +} diff --git a/!!references/CMIP6-2000-PartII.bib b/!!references/CMIP6-2000-PartII.bib new file mode 100644 index 0000000000000000000000000000000000000000..31fe5899083c5b4117d2c6a203632c6d817b491a --- /dev/null +++ b/!!references/CMIP6-2000-PartII.bib @@ -0,0 +1,15 @@ +@inproceedings{xiaoming2025time, + title={Time-MoE: {B}illion-Scale Time Series Foundation Models with Mixture of Experts}, + author={Xiaoming, Shi and Shiyu, Wang and Yuqi, Nie and Dianqi, Li and Zhou, Ye and Qingsong, Wen and Jin, Ming}, + booktitle={Proceedings of the 13th International Conference on Learning Representations}, + year={2025} +} + +@article{Eyring2016CMIP6, + 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.}, + title = {Overview of the Coupled Model Intercomparison Project Phase 6 ({CMIP}6) Experimental Design and Organization}, + journal = {Geoscientific Model Development}, + year = {2016}, + volume = {9}, + pages = {1937--1958} +} diff --git a/!!references/CMIP6-2000-PartIII.bib b/!!references/CMIP6-2000-PartIII.bib new file mode 100644 index 0000000000000000000000000000000000000000..31fe5899083c5b4117d2c6a203632c6d817b491a --- /dev/null +++ b/!!references/CMIP6-2000-PartIII.bib @@ -0,0 +1,15 @@ +@inproceedings{xiaoming2025time, + title={Time-MoE: {B}illion-Scale Time Series Foundation Models with Mixture of Experts}, + author={Xiaoming, Shi and Shiyu, Wang and Yuqi, Nie and Dianqi, Li and Zhou, Ye and Qingsong, Wen and Jin, Ming}, + booktitle={Proceedings of the 13th International Conference on Learning Representations}, + year={2025} +} + +@article{Eyring2016CMIP6, + 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.}, + title = {Overview of the Coupled Model Intercomparison Project Phase 6 ({CMIP}6) Experimental Design and Organization}, + journal = {Geoscientific Model Development}, + year = {2016}, + volume = {9}, + pages = {1937--1958} +} diff --git a/!!references/CMIP6-2005-PartI.bib b/!!references/CMIP6-2005-PartI.bib new file mode 100644 index 0000000000000000000000000000000000000000..31fe5899083c5b4117d2c6a203632c6d817b491a --- /dev/null +++ b/!!references/CMIP6-2005-PartI.bib @@ -0,0 +1,15 @@ +@inproceedings{xiaoming2025time, + title={Time-MoE: {B}illion-Scale Time Series Foundation Models with Mixture of Experts}, + author={Xiaoming, Shi and Shiyu, Wang and Yuqi, Nie and Dianqi, Li and Zhou, Ye and Qingsong, Wen and Jin, Ming}, + booktitle={Proceedings of the 13th International Conference on Learning Representations}, + year={2025} +} + +@article{Eyring2016CMIP6, + 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.}, + title = {Overview of the Coupled Model Intercomparison Project Phase 6 ({CMIP}6) Experimental Design and Organization}, + journal = {Geoscientific Model Development}, + year = {2016}, + volume = {9}, + pages = {1937--1958} +} diff --git a/!!references/CMIP6-2005-PartII.bib b/!!references/CMIP6-2005-PartII.bib new file mode 100644 index 0000000000000000000000000000000000000000..31fe5899083c5b4117d2c6a203632c6d817b491a --- /dev/null +++ b/!!references/CMIP6-2005-PartII.bib @@ -0,0 +1,15 @@ +@inproceedings{xiaoming2025time, + title={Time-MoE: {B}illion-Scale Time Series Foundation Models with Mixture of Experts}, + author={Xiaoming, Shi and Shiyu, Wang and Yuqi, Nie and Dianqi, Li and Zhou, Ye and Qingsong, Wen and Jin, Ming}, + booktitle={Proceedings of the 13th International Conference on Learning Representations}, + year={2025} +} + +@article{Eyring2016CMIP6, + 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.}, + title = {Overview of the Coupled Model Intercomparison Project Phase 6 ({CMIP}6) Experimental Design and Organization}, + journal = {Geoscientific Model Development}, + year = {2016}, + volume = {9}, + pages = {1937--1958} +} diff --git a/!!references/CMIP6-2010-PartII.bib b/!!references/CMIP6-2010-PartII.bib new file mode 100644 index 0000000000000000000000000000000000000000..31fe5899083c5b4117d2c6a203632c6d817b491a --- /dev/null +++ b/!!references/CMIP6-2010-PartII.bib @@ -0,0 +1,15 @@ +@inproceedings{xiaoming2025time, + title={Time-MoE: {B}illion-Scale Time Series Foundation Models with Mixture of Experts}, + author={Xiaoming, Shi and Shiyu, Wang and Yuqi, Nie and Dianqi, Li and Zhou, Ye and Qingsong, Wen and Jin, Ming}, + booktitle={Proceedings of the 13th International Conference on Learning Representations}, + year={2025} +} + +@article{Eyring2016CMIP6, + 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.}, + title = {Overview of the Coupled Model Intercomparison Project Phase 6 ({CMIP}6) Experimental Design and Organization}, + journal = {Geoscientific Model Development}, + year = {2016}, + volume = {9}, + pages = {1937--1958} +} diff --git a/!!references/ChengduTaxi.bib b/!!references/ChengduTaxi.bib new file mode 100644 index 0000000000000000000000000000000000000000..a86c511ca135ca7fd4857c47eab423ba69e7eb64 --- /dev/null +++ b/!!references/ChengduTaxi.bib @@ -0,0 +1,8 @@ +@inproceedings{wang2018will, + title={When Will You Arrive? Estimating Travel Time Based on Deep Neural Networks}, + author={Wang, Dong and Zhang, Junbo and Cao, Wei and Li, Jian and Zheng, Yu}, + booktitle={Proceedings of the 2018 AAAI Conference on Artificial Intelligence}, + volume={32}, + number={1}, + year={2018} +} \ No newline at end of file diff --git a/!!references/Cif2016-12.bib b/!!references/Cif2016-12.bib new file mode 100644 index 0000000000000000000000000000000000000000..7f6c475dcb4d566c0baa1cec6af4b3ff9b21b132 --- /dev/null +++ b/!!references/Cif2016-12.bib @@ -0,0 +1,13 @@ +@inproceedings{xiaoming2025time, + title={Time-MoE: {B}illion-Scale Time Series Foundation Models with Mixture of Experts}, + author={Xiaoming, Shi and Shiyu, Wang and Yuqi, Nie and Dianqi, Li and Zhou, Ye and Qingsong, Wen and Jin, Ming}, + booktitle={Proceedings of the 13th International Conference on Learning Representations}, + year={2025} +} + +@article{woo2024unified, + title={Unified Training of Universal Time Series Forecasting Transformers}, + author={Woo, Gerald and Liu, Chenghao and Kumar, Akshat and Xiong, Caiming and Savarese, Silvio and Sahoo, Doyen}, + journal={arXiv preprint arXiv:2402.02592}, + year={2024} +} diff --git a/!!references/Cif2016-6.bib b/!!references/Cif2016-6.bib new file mode 100644 index 0000000000000000000000000000000000000000..7f6c475dcb4d566c0baa1cec6af4b3ff9b21b132 --- /dev/null +++ b/!!references/Cif2016-6.bib @@ -0,0 +1,13 @@ +@inproceedings{xiaoming2025time, + title={Time-MoE: {B}illion-Scale Time Series Foundation Models with Mixture of Experts}, + author={Xiaoming, Shi and Shiyu, Wang and Yuqi, Nie and Dianqi, Li and Zhou, Ye and Qingsong, Wen and Jin, Ming}, + booktitle={Proceedings of the 13th International Conference on Learning Representations}, + year={2025} +} + +@article{woo2024unified, + title={Unified Training of Universal Time Series Forecasting Transformers}, + author={Woo, Gerald and Liu, Chenghao and Kumar, Akshat and Xiong, Caiming and Savarese, Silvio and Sahoo, Doyen}, + journal={arXiv preprint arXiv:2402.02592}, + year={2024} +} diff --git a/!!references/GFC2012.bib b/!!references/GFC2012.bib new file mode 100644 index 0000000000000000000000000000000000000000..813e27d9b42cd166c8030418a6fcd935145e061a --- /dev/null +++ b/!!references/GFC2012.bib @@ -0,0 +1,13 @@ +@inproceedings{xiaoming2025time, + title={Time-MoE: {B}illion-Scale Time Series Foundation Models with Mixture of Experts}, + author={Xiaoming, Shi and Shiyu, Wang and Yuqi, Nie and Dianqi, Li and Zhou, Ye and Qingsong, Wen and Jin, Ming}, + booktitle={Proceedings of the 13th International Conference on Learning Representations}, + year={2025} +} + +@article{wang2023benchmarks, + title={Benchmarks and Custom Package for Energy Forecasting}, + author={Wang, Zhixian and Wen, Qingsong and Zhang, Chaoli and Sun, Liang and Von Krannichfeldt, Leandro and Pan, Shirui and Wang, Yi}, + journal={arXiv preprint arXiv:2307.07191}, + year={2023} +} \ No newline at end of file diff --git a/!!references/Hog.bib b/!!references/Hog.bib new file mode 100644 index 0000000000000000000000000000000000000000..b78acdb32008bc0ba2f90b3e6a433de9fc2cb7cc --- /dev/null +++ b/!!references/Hog.bib @@ -0,0 +1,13 @@ +@inproceedings{xiaoming2025time, + title={Time-MoE: {B}illion-Scale Time Series Foundation Models with Mixture of Experts}, + author={Xiaoming, Shi and Shiyu, Wang and Yuqi, Nie and Dianqi, Li and Zhou, Ye and Qingsong, Wen and Jin, Ming}, + booktitle={Proceedings of the 13th International Conference on Learning Representations}, + year={2025} +} + +@article{woo2024unified, + title={Unified Training of Universal Time Series Forecasting Transformers}, + author={Woo, Gerald and Liu, Chenghao and Kumar, Akshat and Xiong, Caiming and Savarese, Silvio and Sahoo, Doyen}, + journal={arXiv preprint arXiv:2402.02592}, + year={2024} +} \ No newline at end of file diff --git a/!!references/Ideal.bib b/!!references/Ideal.bib new file mode 100644 index 0000000000000000000000000000000000000000..b78acdb32008bc0ba2f90b3e6a433de9fc2cb7cc --- /dev/null +++ b/!!references/Ideal.bib @@ -0,0 +1,13 @@ +@inproceedings{xiaoming2025time, + title={Time-MoE: {B}illion-Scale Time Series Foundation Models with Mixture of Experts}, + author={Xiaoming, Shi and Shiyu, Wang and Yuqi, Nie and Dianqi, Li and Zhou, Ye and Qingsong, Wen and Jin, Ming}, + booktitle={Proceedings of the 13th International Conference on Learning Representations}, + year={2025} +} + +@article{woo2024unified, + title={Unified Training of Universal Time Series Forecasting Transformers}, + author={Woo, Gerald and Liu, Chenghao and Kumar, Akshat and Xiong, Caiming and Savarese, Silvio and Sahoo, Doyen}, + journal={arXiv preprint arXiv:2402.02592}, + year={2024} +} \ No newline at end of file diff --git a/!!references/Restaurant.bib b/!!references/Restaurant.bib new file mode 100644 index 0000000000000000000000000000000000000000..ac0b8d253ba783440daaadc00f279c6b82532c92 --- /dev/null +++ b/!!references/Restaurant.bib @@ -0,0 +1,7 @@ +@inproceedings{xiaoming2025time, + title={Time-MoE: {B}illion-Scale Time Series Foundation Models with Mixture of Experts}, + author={Xiaoming, Shi and Shiyu, Wang and Yuqi, Nie and Dianqi, Li and Zhou, Ye and Qingsong, Wen and Jin, Ming}, + booktitle={Proceedings of the 13th International Conference on Learning Representations}, + year={2025} +} + diff --git a/!!references/T-Drive.bib b/!!references/T-Drive.bib new file mode 100644 index 0000000000000000000000000000000000000000..fc1475d083833633455d90a4a80be11a51289029 --- /dev/null +++ b/!!references/T-Drive.bib @@ -0,0 +1,14 @@ +@inproceedings{Yuan2011Driving, + author = {Jing Yuan and Yu Zheng and Xing Xie and Guangzhong Sun}, + title = {Driving with Knowledge from the Physical World}, + booktitle = {Proceedings of the 17th International Conference on Knowledge Discovery and Data Mining}, + year = {2011} +} + +@inproceedings{Yuan2010Tdrive, + author = {Jing Yuan and Yu Zheng and Chengyang Zhang and Wenlei Xie and Xing Xie and Guangzhong Sun and Yan Huang}, + title = {T-drive: {D}riving Directions Based on Taxi Trajectories}, + booktitle = {Proceedings of the 18th International Conference on Advances in Geographic Information Systems}, + pages = {99--108}, + year = {2010} +} diff --git a/!!references/TourismMonthly.bib b/!!references/TourismMonthly.bib new file mode 100644 index 0000000000000000000000000000000000000000..10d4c6f106f453afb06a68ff1999c2a50cdfa9d8 --- /dev/null +++ b/!!references/TourismMonthly.bib @@ -0,0 +1,6 @@ +@inproceedings{xiaoming2025time, + title={Time-MoE: {B}illion-Scale Time Series Foundation Models with Mixture of Experts}, + author={Xiaoming, Shi and Shiyu, Wang and Yuqi, Nie and Dianqi, Li and Zhou, Ye and Qingsong, Wen and Jin, Ming}, + booktitle={Proceedings of the 13th International Conference on Learning Representations}, + year={2025} +} \ No newline at end of file diff --git a/!!references/TourismYearly.bib 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