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How Does Attention Work in Vision Transformers? A Visual Analytics Attempt


Mar 24, 2023
Yiran Li, Junpeng Wang, Xin Dai, Liang Wang, Chin-Chia Michael Yeh, Yan Zheng, Wei Zhang, Kwan-Liu Ma

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* Accepted by PacificVis 2023 and selected to be published in TVCG 

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Matrix Profile XXVII: A Novel Distance Measure for Comparing Long Time Series


Dec 09, 2022
Audrey Der, Chin-Chia Michael Yeh, Renjie Wu, Junpeng Wang, Yan Zheng, Zhongfang Zhuang, Liang Wang, Wei Zhang, Eamonn Keogh

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* Accepted at IEEE ICKG 2022. (Previously entitled IEEE ICBK.) Abridged abstract as per arxiv's requirements 

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TinyKG: Memory-Efficient Training Framework for Knowledge Graph Neural Recommender Systems


Dec 08, 2022
Huiyuan Chen, Xiaoting Li, Kaixiong Zhou, Xia Hu, Chin-Chia Michael Yeh, Yan Zheng, Hao Yang

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Denoising Self-attentive Sequential Recommendation


Dec 08, 2022
Huiyuan Chen, Yusan Lin, Menghai Pan, Lan Wang, Chin-Chia Michael Yeh, Xiaoting Li, Yan Zheng, Fei Wang, Hao Yang

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Dynamic Graph Node Classification via Time Augmentation


Dec 07, 2022
Jiarui Sun, Mengting Gu, Chin-Chia Michael Yeh, Yujie Fan, Girish Chowdhary, Wei Zhang

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* Accepted by IEEE Big Data 2022 

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Embedding Compression with Hashing for Efficient Representation Learning in Large-Scale Graph


Aug 11, 2022
Chin-Chia Michael Yeh, Mengting Gu, Yan Zheng, Huiyuan Chen, Javid Ebrahimi, Zhongfang Zhuang, Junpeng Wang, Liang Wang, Wei Zhang

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* 11 pages 

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Learning-From-Disagreement: A Model Comparison and Visual Analytics Framework


Jan 19, 2022
Junpeng Wang, Liang Wang, Yan Zheng, Chin-Chia Michael Yeh, Shubham Jain, Wei Zhang

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* 16 pages,13 figures 

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Error-bounded Approximate Time Series Joins using Compact Dictionary Representations of Time Series


Dec 24, 2021
Chin-Chia Michael Yeh, Yan Zheng, Junpeng Wang, Huiyuan Chen, Zhongfang Zhuang, Wei Zhang, Eamonn Keogh

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Online Multi-horizon Transaction Metric Estimation with Multi-modal Learning in Payment Networks


Sep 22, 2021
Chin-Chia Michael Yeh, Zhongfang Zhuang, Junpeng Wang, Yan Zheng, Javid Ebrahimi, Ryan Mercer, Liang Wang, Wei Zhang

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* 10 pages 

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VERB: Visualizing and Interpreting Bias Mitigation Techniques for Word Representations


Apr 06, 2021
Archit Rathore, Sunipa Dev, Jeff M. Phillips, Vivek Srikumar, Yan Zheng, Chin-Chia Michael Yeh, Junpeng Wang, Wei Zhang, Bei Wang

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* 11 pages 

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