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94 Results
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Poster
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Wed 7:30 |
TESTAM: A Time-Enhanced Spatio-Temporal Attention Model with Mixture of Experts Hyunwook Lee · Sungahn Ko |
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Poster
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Fri 1:45 |
SineNet: Learning Temporal Dynamics in Time-Dependent Partial Differential Equations Xuan Zhang · Jacob Helwig · Yuchao Lin · Yaochen Xie · Cong Fu · Stephan Wojtowytsch · Shuiwang Ji |
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Poster
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Wed 1:45 |
Explaining Time Series via Contrastive and Locally Sparse Perturbations Zichuan Liu · Yingying ZHANG · Tianchun Wang · Zefan Wang · Dongsheng Luo · Mengnan Du · Min Wu · Yi Wang · Chunlin Chen · Lunting Fan · Qingsong Wen |
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Poster
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Thu 1:45 |
Periodicity Decoupling Framework for Long-term Series Forecasting Tao Dai · Beiliang Wu · Peiyuan Liu · Naiqi Li · Jigang Bao · Yong Jiang · Shu-Tao Xia |
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Workshop
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Forecasting Exercise Lapses in Individuals with Type 1 Diabetes Using State Space Models Rajat Doshi · Yunyang Li · Garrett Ash · Jason Liu · Laura Nally · Matthew Stults-Kolehmainen · Stuart Weinzimer · Lisa Fucito · Mark Gerstein |
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Workshop
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Forecasting Exercise Lapses in Individuals with Type 1 Diabetes Using State Space Models Rajat Doshi · Yunyang Li · Garrett Ash · Jason Liu · Laura Nally · Matthew Stults-Kolehmainen · Stuart Weinzimer · Lisa Fucito · Mark Gerstein |
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Workshop
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Data augmentations and transfer learning for physiological time series Harald Skat-Rørdam · Mia Knudsen · Simon Knudsen · Sneha Das · Line Clemmensen |
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Workshop
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Combating Missing Values in Multivariate Time Series by Learning to Embed Each Value as a Token Chun-Kai Huang · Yi-Hsien Hsieh · Shao-Hua Sun · Tung-Hung Su · JH Kao · Che Lin |
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Workshop
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Sat 0:15 |
Advancing Enterprise Spatio-Temporal Forecasting Applications : Data Mining Meets Instruction Tuning of Language Models for Multi-Modal Time Series Analysis in Low-Resource Settings Sagar Srinivas Sakhinana |
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Workshop
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ADVANCING ENTERPRISE SPATIO-TEMPORAL FORECASTING APPLICATIONS : DATA MINING MEETS INSTRUCTION TUNING OF LANGUAGE MODELS FOR MULTI-MODAL TIME SERIES ANALYSIS IN LOW-RESOURCE SETTINGS Sagar Srinivas Sakhinana · Sannidhi Geethan · Chidaksh Ravuru · Venkataramana Runkana |