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Lujia Pan

Towards a General Time Series Anomaly Detector with Adaptive Bottlenecks and Dual Adversarial Decoders

May 24, 2024
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ROSE: Register Assisted General Time Series Forecasting with Decomposed Frequency Learning

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May 24, 2024
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Enhancing Multivariate Time Series Forecasting with Mutual Information-driven Cross-Variable and Temporal Modeling

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Mar 01, 2024
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MATA*: Combining Learnable Node Matching with A* Algorithm for Approximate Graph Edit Distance Computation

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Nov 04, 2023
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Mitigating Semantic Confusion from Hostile Neighborhood for Graph Active Learning

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Aug 17, 2023
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Contrastive Shapelet Learning for Unsupervised Multivariate Time Series Representation Learning

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Jun 02, 2023
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Inducing Neural Collapse in Deep Long-tailed Learning

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Feb 24, 2023
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Generative Oversampling for Imbalanced Data via Majority-Guided VAE

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Feb 14, 2023
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MTS-Mixers: Multivariate Time Series Forecasting via Factorized Temporal and Channel Mixing

Feb 09, 2023
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Ti-MAE: Self-Supervised Masked Time Series Autoencoders

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Jan 21, 2023
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