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SPROUT: an Interactive Authoring Tool for Generating Programming Tutorials with the Visualization of Large Language Models

IEEE TVCG | IEEE Transactions on Visualization and Computer Graphics

The rapid development of large language models (LLMs), such as ChatGPT, has revolutionized the efficiency of creating programming …

Yihan Liu , Zhen Wen , Luoxuan Weng , Ollie Woodman , Yi Yang , Wei Chen

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Visual Diagnostics of Parallel Performance in Training Large-Scale DNN Models

IEEE TVCG | IEEE Transactions on Visualization and Computer Graphics

Diagnosing the cluster-based performance of large-scale deep neural network (DNN) models during training is essential for improving …

Yating Wei , Zhiyong Wang , Zhongwei Wang , Yong Dai , Gongchang Ou , Han Gao , Haitao Yang , Yue Wang , Caleb Chen Cao , Luoxuan Weng , Jiaying Lu , Rongchen Zhu , Wei Chen

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Effects of View Layout on Situated Analytics for Multiple-View Representations in Immersive Visualization

IEEE TVCG | IEEE Transactions on Visualization and Computer Graphics

Multiple-view (MV) representations enabling multi-perspective exploration of large and complex data are often employed on 2D displays. …

Zhen Wen , Wei Zeng , Luoxuan Weng , Yihan Liu , Mingliang Xu , Wei Chen

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