DECE: Decision Explorer with Counterfactual Explanations for Machine Learning Models
Cheng, Furui, Ming, Yao, Qu, Huamin
Published in IEEE transactions on visualization and computer graphics (01.02.2021)
Published in IEEE transactions on visualization and computer graphics (01.02.2021)
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Journal Article
VBridge: Connecting the Dots Between Features and Data to Explain Healthcare Models
Cheng, Furui, Liu, Dongyu, Du, Fan, Lin, Yanna, Zytek, Alexandra, Li, Haomin, Qu, Huamin, Veeramachaneni, Kalyan
Published in IEEE transactions on visualization and computer graphics (01.01.2022)
Published in IEEE transactions on visualization and computer graphics (01.01.2022)
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Journal Article
ProtoSteer: Steering Deep Sequence Model with Prototypes
Ming, Yao, Xu, Panpan, Cheng, Furui, Qu, Huamin, Ren, Liu
Published in IEEE transactions on visualization and computer graphics (01.01.2020)
Published in IEEE transactions on visualization and computer graphics (01.01.2020)
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Journal Article
In Defence of Visual Analytics Systems: Replies to Critics
Wu, Aoyu, Deng, Dazhen, Cheng, Furui, Wu, Yingcai, Liu, Shixia, Qu, Huamin
Published in IEEE transactions on visualization and computer graphics (01.01.2023)
Published in IEEE transactions on visualization and computer graphics (01.01.2023)
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Journal Article
Leveraging Historical Medical Records as a Proxy via Multimodal Modeling and Visualization to Enrich Medical Diagnostic Learning
Ouyang, Yang, Wu, Yuchen, Wang, He, Zhang, Chenyang, Cheng, Furui, Jiang, Chang, Jin, Lixia, Cao, Yuanwu, Li, Quan
Published in IEEE transactions on visualization and computer graphics (01.01.2024)
Published in IEEE transactions on visualization and computer graphics (01.01.2024)
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Journal Article
ExpLIMEable: A Visual Analytics Approach for Exploring LIME
Laguna, Sonia, Heidenreich, Julian N., Sun, Jiugeng, Cetin, Nilufer, Al-Hazwani, Ibrahim, Schlegel, Udo, Cheng, Furui, El-Assady, Mennatallah
Published in 2023 Workshop on Visual Analytics in Healthcare (VAHC) (22.10.2023)
Published in 2023 Workshop on Visual Analytics in Healthcare (VAHC) (22.10.2023)
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Conference Proceeding
iToT: An Interactive System for Customized Tree-of-Thought Generation
Boyle, Alan, Gupta, Isha, Hönig, Sebastian, Mautner, Lukas, Amara, Kenza, Cheng, Furui, El-Assady, Mennatallah
Year of Publication 31.08.2024
Year of Publication 31.08.2024
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Journal Article
RELIC: Investigating Large Language Model Responses using Self-Consistency
Cheng, Furui, Zouhar, Vilém, Arora, Simran, Sachan, Mrinmaya, Strobelt, Hendrik, El-Assady, Mennatallah
Published in arXiv.org (04.04.2024)
Published in arXiv.org (04.04.2024)
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Paper
Journal Article
Interactive Data Analysis with Next-step Natural Language Query Recommendation
Wang, Xingbo, Cheng, Furui, Wang, Yong, Xu, Ke, Long, Jiang, Lu, Hong, Qu, Huamin
Published in arXiv.org (01.11.2022)
Published in arXiv.org (01.11.2022)
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Paper
Journal Article
Leveraging Historical Medical Records as a Proxy via Multimodal Modeling and Visualization to Enrich Medical Diagnostic Learning
Ouyang, Yang, Wu, Yuchen, Wang, He, Zhang, Chenyang, Cheng, Furui, Chang, Jiang, Jin, Lixia, Cao, Yuanwu, Li, Quan
Published in arXiv.org (23.07.2023)
Published in arXiv.org (23.07.2023)
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Paper
Journal Article
ShortcutLens: A Visual Analytics Approach for Exploring Shortcuts in Natural Language Understanding Dataset
Jin, Zhihua, Wang, Xingbo, Cheng, Furui, Sun, Chunhui, Liu, Qun, Qu, Huamin
Published in arXiv.org (17.08.2022)
Published in arXiv.org (17.08.2022)
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Paper
Journal Article
In Defence of Visual Analytics Systems: Replies to Critics
Wu, Aoyu, Deng, Dazhen, Cheng, Furui, Wu, Yingcai, Liu, Shixia, Qu, Huamin
Published in arXiv.org (06.08.2022)
Published in arXiv.org (06.08.2022)
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Paper
Journal Article
VBridge: Connecting the Dots Between Features and Data to Explain Healthcare Models
Cheng, Furui, Liu, Dongyu, Du, Fan, Lin, Yanna, Zytek, Alexandra, Li, Haomin, Qu, Huamin, Veeramachaneni, Kalyan
Published in arXiv.org (23.09.2021)
Published in arXiv.org (23.09.2021)
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Paper
Journal Article
NFTeller: Dual Centric Visual Analytics of NFT Transactions
Cao, Yifan, Yang, Xingxing, Xia, Meng, Liu, Hongkun, Shigyo, Kento, Zeng, Wei, Cheng, Furui, Wang, Yang, Yu, Qianhang, Qu, Huamin
Published in 2023 IEEE International Conference on Big Data and Smart Computing (BigComp) (01.02.2023)
Published in 2023 IEEE International Conference on Big Data and Smart Computing (BigComp) (01.02.2023)
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Conference Proceeding