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Zhijie Wang

DeepLens: Interactive Out-of-distribution Data Detection in NLP Models

Mar 02, 2023
Da Song, Zhijie Wang, Yuheng Huang, Lei Ma, Tianyi Zhang

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* The first two authors contributed equally. To appear in the 2023 CHI Conference on Human Factors in Computing Systems (CHI '23), April 23--28, 2023, Hamburg, Germany

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DeepSeer: Interactive RNN Explanation and Debugging via State Abstraction

Mar 02, 2023
Zhijie Wang, Yuheng Huang, Da Song, Lei Ma, Tianyi Zhang

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* To appear in the 2023 CHI Conference on Human Factors in Computing Systems (CHI '23), April 23--28, 2023, Hamburg, Germany

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An Exploratory Study of AI System Risk Assessment from the Lens of Data Distribution and Uncertainty

Dec 13, 2022
Zhijie Wang, Yuheng Huang, Lei Ma, Haruki Yokoyama, Susumu Tokumoto, Kazuki Munakata

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* 51 pages, 5 figures, 27 tables

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Common Corruption Robustness of Point Cloud Detectors: Benchmark and Enhancement

Oct 12, 2022
Shuangzhi Li, Zhijie Wang, Felix Juefei-Xu, Qing Guo, Xingyu Li, Lei Ma

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* 16 pages, 6 figures

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ArchRepair: Block-Level Architecture-Oriented Repairing for Deep Neural Networks

Dec 11, 2021
Hua Qi, Zhijie Wang, Qing Guo, Jianlang Chen, Felix Juefei-Xu, Lei Ma, Jianjun Zhao

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* 33 pages, 7 figures

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