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Tian Zhou
Tian Zhou
Damo-Alibaba Group
Verified email at alibaba-inc.com
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Year
FEDformer: Frequency enhanced decomposed transformer for long-term series forecasting
T Zhou, Z Ma, Q Wen, X Wang, L Sun, R Jin
Proceedings of the 39th International Conference on Machine Learning 162 …, 2022
6832022
Transformers in time series: A survey
Q Wen, T Zhou, C Zhang, W Chen, Z Ma, J Yan, L Sun
2023 International Joint Conference on Artificial Intelligence(IJCAI 2023), 2022
4622022
Dehydrogenation of n-Alkanes by Solid-Phase Molecular Pincer-Iridium Catalysts. High Yields of α-Olefin Product
A Kumar, T Zhou, TJ Emge, O Mironov, RJ Saxton, K Krogh-Jespersen, ...
Journal of the American Chemical Society 137 (31), 9894-9911, 2015
942015
FiLM: Frequency improved Legendre Memory Model for Long-term Time Series Forecasting
T Zhou, Z Ma, Q Wen, L Sun, T Yao, Y Wotao, R Jin
2022 Conference on Neural Information Processing Systems(Neurips 2022), 2022
802022
One Fits All:power general time series analysis by pretrained lm
T Zhou, PS Niu, X Wang, L Sun, R Jin
2023 Conference on Neural Information Processing Systems(Neurips 2023), 2023
702023
TFAD: A decomposition time series anomaly detection architecture with time-frequency analysis
C Zhang, T Zhou, Q Wen, L Sun
Proceedings of the 31st ACM International Conference on Information …, 2022
422022
Catalytic Dehydrogenative C–C Coupling by a Pincer-Ligated Iridium Complex
M Wilklow-Marnell, B Li, T Zhou, K Krogh-Jespersen, WW Brennessel, ...
Journal of the American Chemical Society 139 (26), 8977-8989, 2017
392017
Learning to Rotate: Quaternion Transformer for Complicated Periodical Time Series Forecasting
L Chen, Weiqi and Wang, Wenwei and Peng, Bingqing and Wen, Qingsong and Zhou ...
KDD '22, 146–156, 2022
38*2022
Catalytic Alkane Transfer Dehydrogenation by PSP-Pincer-Ligated Ruthenium. Deactivation of an Extremely Reactive Fragment by Formation of Allyl Hydride Complexes
X Zhou, S Malakar, T Zhou, S Murugesan, C Huang, TJ Emge, ...
ACS Catalysis 9 (5), 4072-4083, 2019
362019
Robust time series analysis and applications: An industrial perspective
Q Wen, L Yang, T Zhou, L Sun
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
322022
DCdetector: Dual Attention Contrastive Representation Learning for Time Series Anomaly Detection
Y Yang, C Zhang, T Zhou, Q Wen, L Sun
29th SIGKDD Conference on Knowledge Discovery and Data Mining(KDD 2023), 2023
292023
Transformers in time series: A survey. arXiv
Q Wen, T Zhou, C Zhang, W Chen, Z Ma, J Yan, L Sun
arXiv preprint arXiv:2202.07125, 2022
232022
Single and Double C–H Activation of Biphenyl or Phenanthrene. an Example of C–H Addition to Ir (III) More Facile Than Addition to Ir (I)
DA Laviska, T Zhou, A Kumar, TJ Emge, K Krogh-Jespersen, AS Goldman
Organometallics 35 (11), 1613-1623, 2016
182016
PNP-Pincer Complexes of Osmium: Comparison with Isoelectronic (PCP)Ir and (PNP)Ir+ Units
N Lease, EM Pelczar, T Zhou, S Malakar, TJ Emge, F Hasanayn, ...
Organometallics 37 (3), 314-326, 2018
162018
Transfer learning for the fully automatic segmentation of left ventricle myocardium in porcine cardiac cine MR images
A Chen, T Zhou, I Icke, S Parimal, B Dogdas, J Forbes, S Sampath, ...
Statistical Atlases and Computational Models of the Heart. ACDC and MMWHS …, 2018
152018
Automatic segmentation of left ventricle in cardiac cine MRI images based on deep learning
T Zhou, I Icke, B Dogdas, S Parimal, S Sampath, J Forbes, A Bagchi, ...
Medical Imaging 2017: Image Processing 10133, 540-547, 2017
142017
Polar molecules catalyze CO insertion into metal-alkyl bonds through the displacement of an agostic C-H bond
T Zhou, S Malakar, SL Webb, K Krogh-Jespersen, AS Goldman
Proceedings of the National Academy of Sciences 2019 (116 (9)), 3419-3424, 2019
92019
Sadi: A self-adaptive decomposed interpretable framework for electric load forecasting under extreme events
H Liu, Z Ma, L Yang, T Zhou, R Xia, Y Wang, Q Wen, L Sun
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
82023
Origin of Regioselectivity in the Dehydrogenation of Alkanes by Pincer–Iridium Complexes: A Combined Experimental and Computational Study
S Biswas, MJ Blessent, BM Gordon, T Zhou, S Malakar, DY Wang, ...
ACS Catalysis 11 (19), 12038-12051, 2021
82021
Energy forecasting with robust, flexible, and explainable machine learning algorithms
Z Zhu, W Chen, R Xia, T Zhou, P Niu, B Peng, W Wang, H Liu, Z Ma, X Gu, ...
AI Magazine 44 (4), 377-393, 2023
42023
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