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Wen, Qingsong
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1

Weakly Guided Adaptation for Robust Time Series Forecasting:

Cheng, Yunyao ; Chen, Peng ; Guo, Chenjuan...
https://vbn.aau.dk/da/publications/d75d9292-65f4-4045-8d4f-2d513e438888.  , 2024
Link: https://vbn.aau.dk/da/pu..
 
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2

HiMTM: Hierarchical Multi-Scale Masked Time Series Modeling..:

Zhao, Shubao ; Jin, Ming ; Hou, Zhaoxiang...
http://arxiv.org/abs/2401.05012.  , 2024
Link: http://arxiv.org/abs/240..
 
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3

Explaining Time Series via Contrastive and Locally Sparse P..:

Liu, Zichuan ; Zhang, Yingying ; Wang, Tianchun...
http://arxiv.org/abs/2401.08552.  , 2024
Link: http://arxiv.org/abs/240..
 
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4

CARD: Channel Aligned Robust Blend Transformer for Time Ser..:

Xue, Wang ; Zhou, Tian ; Wen, Qingsong...
http://arxiv.org/abs/2305.12095.  , 2023
Link: http://arxiv.org/abs/230..
 
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5

Large Models for Time Series and Spatio-Temporal Data: A Su..:

Jin, Ming ; Wen, Qingsong ; Liang, Yuxuan...
http://arxiv.org/abs/2310.10196.  , 2023
Link: http://arxiv.org/abs/231..
 
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6

How Expressive are Spectral-Temporal Graph Neural Networks ..:

Jin, Ming ; Shi, Guangsi ; Li, Yuan-Fang...
http://arxiv.org/abs/2305.06587.  , 2023
Link: http://arxiv.org/abs/230..
 
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7

DCdetector: Dual Attention Contrastive Representation Learn..:

Yang, Yiyuan ; Zhang, Chaoli ; Zhou, Tian..
http://arxiv.org/abs/2306.10347.  , 2023
Link: http://arxiv.org/abs/230..
 
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8

MACE: A Multi-pattern Accommodated and Efficient Anomaly De..:

Chen, Feiyi ; zhang, Yingying ; Qin, Zhen...
http://arxiv.org/abs/2311.16191.  , 2023
Link: http://arxiv.org/abs/231..
 
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9

Load Data Valuation in Multi-Energy Systems: An End-to-End ..:

Zhou, Yangze ; Wen, Qingsong ; Song, Jie..
http://arxiv.org/abs/2311.09839.  , 2023
Link: http://arxiv.org/abs/231..
 
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10

Multi-level power load dataset:

Wang, Zhixian ; Wen, Qingsong ; Zhang, Chaoli...
arxiv:arXiv:2307.07191.  , 2023
Link: https://zenodo.org/recor..
 
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11

A Survey on Graph Neural Networks for Time Series: Forecast..:

Jin, Ming ; Koh, Huan Yee ; Wen, Qingsong...
http://arxiv.org/abs/2307.03759.  , 2023
Link: http://arxiv.org/abs/230..
 
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12

SaDI: A Self-adaptive Decomposed Interpretable Framework fo..:

Liu, Hengbo ; Ma, Ziqing ; Yang, Linxiao...
http://arxiv.org/abs/2306.08299.  , 2023
Link: http://arxiv.org/abs/230..
 
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13

Benchmarks and Custom Package for Electrical Load Forecasti..:

Wang, Zhixian ; Wen, Qingsong ; Zhang, Chaoli...
http://arxiv.org/abs/2307.07191.  , 2023
Link: http://arxiv.org/abs/230..
 
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14

DiffSTG: Probabilistic Spatio-Temporal Graph Forecasting wi..:

Wen, Haomin ; Lin, Youfang ; Xia, Yutong...
http://arxiv.org/abs/2301.13629.  , 2023
Link: http://arxiv.org/abs/230..
 
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15

BayOTIDE: Bayesian Online Multivariate Time series Imputati..:

Fang, Shikai ; Wen, Qingsong ; Luo, Yingtao..
http://arxiv.org/abs/2308.14906.  , 2023
Link: http://arxiv.org/abs/230..
 
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