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103 Results
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Workshop
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HyperNetwork Approximating Future Parameters for Time Series Forecasting under Temporal Drifts Jaehoon Lee · Chan Kim · Gyumin Lee · Haksoo Lim · Jeongwhan Choi · Kookjin Lee · Dongeun Lee · Sanghyun Hong · Noseong Park |
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Poster
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Wed 15:00 |
Drift doesn't Matter: Dynamic Decomposition with Diffusion Reconstruction for Unstable Multivariate Time Series Anomaly Detection Chengsen Wang · Zirui Zhuang · Qi Qi · Jingyu Wang · Xingyu Wang · Haifeng Sun · Jianxin Liao |
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Poster
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Tue 15:15 |
Enhancing User Intent Capture in Session-Based Recommendation with Attribute Patterns Xin Liu · Zheng Li · Yifan Gao · Jingfeng Yang · Jingfeng Yang · Tianyu Cao · Zhengyang Wang · Bing Yin · Yangqiu Song |
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Poster
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Wed 15:00 |
Integration-free Training for Spatio-temporal Multimodal Covariate Deep Kernel Point Processes YIXUAN ZHANG · Quyu Kong · Feng Zhou |
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Poster
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Tue 8:45 |
Taming Local Effects in Graph-based Spatiotemporal Forecasting Andrea Cini · Ivan Marisca · Daniele Zambon · Cesare Alippi |
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Poster
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Thu 8:45 |
Frequency-domain MLPs are More Effective Learners in Time Series Forecasting Kun Yi · Qi Zhang · Wei Fan · Shoujin Wang · Pengyang Wang · Hui He · Ning An · Defu Lian · Longbing Cao · Zhendong Niu |
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Poster
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Tue 8:45 |
LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting Xu Liu · Yutong Xia · Yuxuan Liang · Junfeng Hu · Yiwei Wang · LEI BAI · Chao Huang · Zhenguang Liu · Bryan Hooi · Roger Zimmermann |
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Poster
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Tue 15:15 |
SAMoSSA: Multivariate Singular Spectrum Analysis with Stochastic Autoregressive Noise Abdullah Alomar · Munther Dahleh · Sean Mann · Devavrat Shah |
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Poster
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Thu 15:00 |
Sparse Graph Learning from Spatiotemporal Time Series Andrea Cini · Daniele Zambon · Cesare Alippi |
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Poster
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Thu 8:45 |
State-space models with layer-wise nonlinearity are universal approximators with exponential decaying memory Shida Wang · Beichen Xue |
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Poster
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Thu 15:00 |
ForecastPFN: Synthetically-Trained Zero-Shot Forecasting Samuel Dooley · Gurnoor Singh Khurana · Chirag Mohapatra · Siddartha V Naidu · Colin White |
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Poster
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Thu 15:00 |
Improving *day-ahead* Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal Context Oussama Boussif · Ghait Boukachab · Dan Assouline · Stefano Massaroli · Tianle Yuan · Loubna Benabbou · Yoshua Bengio |