Furui Cheng

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 20

Top Topics

Visual Analytics

Machine Learning Models

Criminal Networks

Medical Diagnostic

Top Venues

IEEE Trans. Vis. Comput. Graph.

Publications

Zhihua Jin, Xingbo Wang, Furui Cheng, Chunhui Sun, Qun Liu, Huamin Qu
ShortcutLens: A Visual Analytics Approach for Exploring Shortcuts in Natural Language Understanding Dataset. IEEE Trans. Vis. Comput. Graph. 30 (7) (2024)
Furui Cheng, Vilém Zouhar, Simran Arora, Mrinmaya Sachan, Hendrik Strobelt, Mennatallah El-Assady
RELIC: Investigating Large Language Model Responses using Self-Consistency. CHI (2024)
Furui Cheng, Vilém Zouhar, Robin Shing Moon Chan, Daniel Fürst, Hendrik Strobelt, Mennatallah El-Assady
Interactive Analysis of LLMs using Meaningful Counterfactuals. CoRR (2024)
Yang Ouyang, Yuchen Wu, He Wang, Chenyang Zhang, Furui Cheng, Chang Jiang, Lixia Jin, Yuanwu Cao, Quan Li
Leveraging Historical Medical Records as a Proxy via Multimodal Modeling and Visualization to Enrich Medical Diagnostic Learning. IEEE Trans. Vis. Comput. Graph. 30 (1) (2024)
Furui Cheng, Mark S. Keller, Huamin Qu, Nils Gehlenborg, Qianwen Wang
Polyphony: an Interactive Transfer Learning Framework for Single-Cell Data Analysis. IEEE Trans. Vis. Comput. Graph. 29 (1) (2023)
Yifan Cao, Xingxing Yang, Meng Xia, Hongkun Liu, Kento Shigyo, Wei Zeng, Furui Cheng, Yang Wang, Qianhang Yu, Huamin Qu
NFTeller: Dual Centric Visual Analytics of NFT Transactions. BigComp (2023)
Sonia Laguna, Julian N. Heidenreich, Jiugeng Sun, Nilüfer Cetin, Ibrahim Al Hazwani, Udo Schlegel, Furui Cheng, Mennatallah El-Assady
ExpLIMEable: A Visual Analytics Approach for Exploring LIME. VAHC (2023)
Furui Cheng, Vilém Zouhar, Simran Arora, Mrinmaya Sachan, Hendrik Strobelt, Mennatallah El-Assady
RELIC: Investigating Large Language Model Responses using Self-Consistency. CoRR (2023)
Aoyu Wu, Dazhen Deng, Furui Cheng, Yingcai Wu, Shixia Liu, Huamin Qu
In Defence of Visual Analytics Systems: Replies to Critics. IEEE Trans. Vis. Comput. Graph. 29 (1) (2023)
Yifan Cao, Meng Xia, Kento Shigyo, Furui Cheng, Qianhang Yu, Xingxing Yang, Yang Wang, Wei Zeng, Huamin Qu
NFTeller: Dual-centric Visual Analytics for Assessing Market Performance of NFT Collectibles. VINCI (2023)
Yang Ouyang, Yuchen Wu, He Wang, Chenyang Zhang, Furui Cheng, Chang Jiang, Lixia Jin, Yuanwu Cao, Quan Li
Leveraging Historical Medical Records as a Proxy via Multimodal Modeling and Visualization to Enrich Medical Diagnostic Learning. CoRR (2023)
Furui Cheng, Dongyu Liu, Fan Du, Yanna Lin, Alexandra Zytek, Haomin Li, Huamin Qu, Kalyan Veeramachaneni
VBridge: Connecting the Dots Between Features and Data to Explain Healthcare Models. IEEE Trans. Vis. Comput. Graph. 28 (1) (2022)
Aoyu Wu, Dazhen Deng, Furui Cheng, Yingcai Wu, Shixia Liu, Huamin Qu
In Defence of Visual Analytics Systems: Replies to Critics. CoRR (2022)
Zhihua Jin, Xingbo Wang, Furui Cheng, Chunhui Sun, Qun Liu, Huamin Qu
ShortcutLens: A Visual Analytics Approach for Exploring Shortcuts in Natural Language Understanding Dataset. CoRR (2022)
Xingbo Wang, Furui Cheng, Yong Wang, Ke Xu, Jiang Long, Hong Lu, Huamin Qu
Interactive Data Analysis with Next-step Natural Language Query Recommendation. CoRR (2022)
Furui Cheng, Yao Ming, Huamin Qu
DECE: Decision Explorer with Counterfactual Explanations for Machine Learning Models. IEEE Trans. Vis. Comput. Graph. 27 (2) (2021)
Furui Cheng, Dongyu Liu, Fan Du, Yanna Lin, Alexandra Zytek, Haomin Li, Huamin Qu, Kalyan Veeramachaneni
VBridge: Connecting the Dots Between Features, Explanations, and Data for Healthcare Models. CoRR (2021)
Furui Cheng, Yao Ming, Huamin Qu
DECE: Decision Explorer with Counterfactual Explanations for Machine Learning Models. CoRR (2020)
Yao Ming, Panpan Xu, Furui Cheng, Huamin Qu, Liu Ren
ProtoSteer: Steering Deep Sequence Model with Prototypes. IEEE Trans. Vis. Comput. Graph. 26 (1) (2020)
Aoyu Wu, Bon Kyung Ku, Furui Cheng, Xinhuan Shu, Abishek Puri, Yifang Wang, Huamin Qu
Pulse: Toward a Smart Campus by Communicating Real-time Wi-Fi Access Data. CoRR (2018)