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Vivian Lai

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Random Projection Layers for Multidimensional Time Series Forecasting

Feb 29, 2024
Chin-Chia Michael Yeh, Yujie Fan, Xin Dai, Vivian Lai, Prince Osei Aboagye, Junpeng Wang, Huiyuan Chen, Yan Zheng, Zhongfang Zhuang, Liang Wang, Wei Zhang

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Random Projection Layers for Multidimensional Time Sires Forecasting

Feb 16, 2024
Chin-Chia Michael Yeh, Yujie Fan, Xin Dai, Vivian Lai, Prince Osei Aboagye, Junpeng Wang, Huiyuan Chen, Yan Zheng, Zhongfang Zhuang, Liang Wang, Wei Zhang

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Towards Mitigating Dimensional Collapse of Representations in Collaborative Filtering

Dec 29, 2023
Huiyuan Chen, Vivian Lai, Hongye Jin, Zhimeng Jiang, Mahashweta Das, Xia Hu

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Ego-Network Transformer for Subsequence Classification in Time Series Data

Nov 05, 2023
Chin-Chia Michael Yeh, Huiyuan Chen, Yujie Fan, Xin Dai, Yan Zheng, Vivian Lai, Junpeng Wang, Zhongfang Zhuang, Liang Wang, Wei Zhang, Eamonn Keogh

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Temporal Treasure Hunt: Content-based Time Series Retrieval System for Discovering Insights

Nov 05, 2023
Chin-Chia Michael Yeh, Huiyuan Chen, Xin Dai, Yan Zheng, Yujie Fan, Vivian Lai, Junpeng Wang, Audrey Der, Zhongfang Zhuang, Liang Wang, Wei Zhang

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An Efficient Content-based Time Series Retrieval System

Oct 05, 2023
Chin-Chia Michael Yeh, Huiyuan Chen, Xin Dai, Yan Zheng, Junpeng Wang, Vivian Lai, Yujie Fan, Audrey Der, Zhongfang Zhuang, Liang Wang, Wei Zhang, Jeff M. Phillips

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Toward a Foundation Model for Time Series Data

Oct 05, 2023
Chin-Chia Michael Yeh, Xin Dai, Huiyuan Chen, Yan Zheng, Yujie Fan, Audrey Der, Vivian Lai, Zhongfang Zhuang, Junpeng Wang, Liang Wang, Wei Zhang

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Enhancing Transformers without Self-supervised Learning: A Loss Landscape Perspective in Sequential Recommendation

Aug 20, 2023
Vivian Lai, Huiyuan Chen, Chin-Chia Michael Yeh, Minghua Xu, Yiwei Cai, Hao Yang

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Adversarial Collaborative Filtering for Free

Aug 20, 2023
Huiyuan Chen, Xiaoting Li, Vivian Lai, Chin-Chia Michael Yeh, Yujie Fan, Yan Zheng, Mahashweta Das, Hao Yang

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Sharpness-Aware Graph Collaborative Filtering

Jul 18, 2023
Huiyuan Chen, Chin-Chia Michael Yeh, Yujie Fan, Yan Zheng, Junpeng Wang, Vivian Lai, Mahashweta Das, Hao Yang

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