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167 Results
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Poster
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Thu 11:00 |
Task-oriented Time Series Imputation Evaluation via Generalized Representers Zhixian Wang · Linxiao Yang · Liang Sun · Qingsong Wen · Yi Wang |
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Poster
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Fri 16:30 |
CycleNet: Enhancing Time Series Forecasting through Modeling Periodic Patterns Shengsheng Lin · Weiwei Lin · Xinyi HU · Wentai Wu · Ruichao Mo · Haocheng Zhong |
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Workshop
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Efficient Time Series Processing for Transformers and State-Space Models through Token Merging Leon Götz · Marcel Kollovieh · Stephan Günnemann · Leo Schwinn |
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Poster
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Thu 11:00 |
SDformer: Similarity-driven Discrete Transformer For Time Series Generation Zhicheng Chen · FENG SHIBO · Zhong Zhang · Xi Xiao · Xingyu Gao · Peilin Zhao |
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Poster
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Thu 11:00 |
Knowledge-Empowered Dynamic Graph Network for Irregularly Sampled Medical Time Series Yicheng Luo · Zhen Liu · Linghao Wang · Binquan Wu · Junhao Zheng · Qianli Ma |
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Poster
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Fri 11:00 |
Parsimony or Capability? Decomposition Delivers Both in Long-term Time Series Forecasting Jinliang Deng · Feiyang Ye · Du Yin · Xuan Song · Ivor Tsang · Hui Xiong |
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Poster
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Fri 11:00 |
Get Rid of Isolation: A Continuous Multi-task Spatio-Temporal Learning Framework Zhongchao Yi · Zhengyang Zhou · Qihe Huang · Yanjiang Chen · Liheng Yu · Xu Wang · Yang Wang |
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Oral
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Fri 10:00 |
Get Rid of Isolation: A Continuous Multi-task Spatio-Temporal Learning Framework Zhongchao Yi · Zhengyang Zhou · Qihe Huang · Yanjiang Chen · Liheng Yu · Xu Wang · Yang Wang |
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Poster
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Thu 11:00 |
Causal Deciphering and Inpainting in Spatio-Temporal Dynamics via Diffusion Model Yifan Duan · Jian Zhao · pengcheng · Junyuan Mao · Hao Wu · Jingyu Xu · shilong wang · Caoyuan Ma · Kai Wang · Kun Wang · Xuelong Li |
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Poster
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Fri 16:30 |
Time-MMD: Multi-Domain Multimodal Dataset for Time Series Analysis Haoxin Liu · Shangqing Xu · Zhiyuan Zhao · Lingkai Kong · Harshavardhan Prabhakar Kamarthi · Aditya Sasanur · Megha Sharma · Jiaming Cui · Qingsong Wen · Chao Zhang · B. Aditya Prakash |
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Poster
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Thu 11:00 |
DDN: Dual-domain Dynamic Normalization for Non-stationary Time Series Forecasting Tao Dai · Beiliang Wu · Peiyuan Liu · Naiqi Li · Xue Yuerong · Shu-Tao Xia · Zexuan Zhu |