Furui Cheng

According to our database, Furui Cheng authored at least 22 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Understanding Large Language Model Behaviors Through Interactive Counterfactual Generation and Analysis.

Furui Cheng, Vilém Zouhar, Robin Shing Moon Chan, Daniel Fürst, Hendrik Strobelt, Mennatallah El-Assady

IEEE Trans. Vis. Comput. Graph., January, 2026

Design patterns of human-AI interfaces in healthcare.

Rui Sheng, Chuhan Shi, Sobhan Lotfi, Shiyi Liu, Adam Perer, Huamin Qu, Furui Cheng

Int. J. Hum. Comput. Stud., 2026

DiLLS: Interactive Diagnosis of LLM-based Multi-agent Systems via Layered Summary of Agent Behaviors.

Rui Sheng, Yukun Yang, Chuhan Shi, Yanna Lin, Zixin Chen, Huamin Qu, Furui Cheng

Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems, 2026

2025

DxHF: Providing High-Quality Human Feedback for LLM Alignment via Interactive Decomposition.

Danqing Shi, Furui Cheng, Tino Weinkauf, Antti Oulasvirta, Mennatallah El-Assady

CoRR, July, 2025

DxHF: Providing High-Quality Human Feedback for LLM Alignment with Interactive Decomposition.

Danqing Shi, Furui Cheng, Tino Weinkauf, Antti Oulasvirta, Mennatallah El-Assady

Proceedings of the 38th Annual ACM Symposium on User Interface Software and Technology, 2025

CafGa: Customizing Feature Attributions to Explain Language Models.

Alan Boyle, Furui Cheng, Vilém Zouhar, Mennatallah El-Assady

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

2024

ShortcutLens: A Visual Analytics Approach for Exploring Shortcuts in Natural Language Understanding Dataset.

Zhihua Jin, Xingbo Wang, Furui Cheng, Chunhui Sun, Qun Liu, Huamin Qu

IEEE Trans. Vis. Comput. Graph., July, 2024

Leveraging Historical Medical Records as a Proxy via Multimodal Modeling and Visualization to Enrich Medical Diagnostic Learning.

Yang Ouyang, Yuchen Wu, He Wang, Chenyang Zhang, Furui Cheng, Chang Jiang, Lixia Jin, Yuanwu Cao, Quan Li

IEEE Trans. Vis. Comput. Graph., January, 2024

iToT: An Interactive System for Customized Tree-of-Thought Generation.

Alan Boyle, Isha Gupta, Sebastian Hönig, Lukas Mautner, Kenza Amara, Furui Cheng, Mennatallah El-Assady

CoRR, 2024

Interactive Analysis of LLMs using Meaningful Counterfactuals.

Furui Cheng, Vilém Zouhar, Robin Shing Moon Chan, Daniel Fürst, Hendrik Strobelt, Mennatallah El-Assady

CoRR, 2024

RELIC: Investigating Large Language Model Responses using Self-Consistency.

Furui Cheng, Vilém Zouhar, Simran Arora, Mrinmaya Sachan, Hendrik Strobelt, Mennatallah El-Assady

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024

2023

In Defence of Visual Analytics Systems: Replies to Critics.

Aoyu Wu, Dazhen Deng, Furui Cheng, Yingcai Wu, Shixia Liu, Huamin Qu

IEEE Trans. Vis. Comput. Graph., 2023

Polyphony: an Interactive Transfer Learning Framework for Single-Cell Data Analysis.

Furui Cheng, Mark S. Keller, Huamin Qu, Nils Gehlenborg, Qianwen Wang

IEEE Trans. Vis. Comput. Graph., 2023

NFTeller: Dual-centric Visual Analytics for Assessing Market Performance of NFT Collectibles.

Yifan Cao, Meng Xia, Kento Shigyo, Furui Cheng, Qianhang Yu, Xingxing Yang, Yang Wang, Wei Zeng, Huamin Qu

Proceedings of the 16th International Symposium on Visual Information Communication and Interaction, 2023

ExpLIMEable: A Visual Analytics Approach for Exploring LIME.

Sonia Laguna, Julian N. Heidenreich, Jiugeng Sun, Nilüfer Cetin, Ibrahim Al Hazwani, Udo Schlegel, Furui Cheng, Mennatallah El-Assady

Proceedings of the Workshop on Visual Analytics in Healthcare, 2023

NFTeller: Dual Centric Visual Analytics of NFT Transactions.

Yifan Cao, Xingxing Yang, Meng Xia, Hongkun Liu, Kento Shigyo, Wei Zeng, Furui Cheng, Yang Wang, Qianhang Yu, Huamin Qu

Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2023

2022

VBridge: Connecting the Dots Between Features and Data to Explain Healthcare Models.

Furui Cheng, Dongyu Liu, Fan Du, Yanna Lin, Alexandra Zytek, Haomin Li, Huamin Qu, Kalyan Veeramachaneni

IEEE Trans. Vis. Comput. Graph., 2022

Interactive Data Analysis with Next-step Natural Language Query Recommendation.

Xingbo Wang, Furui Cheng, Yong Wang, Ke Xu, Jiang Long, Hong Lu, Huamin Qu

CoRR, 2022

2021

DECE: Decision Explorer with Counterfactual Explanations for Machine Learning Models.

Furui Cheng, Yao Ming, Huamin Qu

IEEE Trans. Vis. Comput. Graph., 2021

VBridge: Connecting the Dots Between Features, Explanations, and Data for Healthcare Models.

Furui Cheng, Dongyu Liu, Fan Du, Yanna Lin, Alexandra Zytek, Haomin Li, Huamin Qu, Kalyan Veeramachaneni

CoRR, 2021

2020

ProtoSteer: Steering Deep Sequence Model with Prototypes.

Yao Ming, Panpan Xu, Furui Cheng, Huamin Qu, Liu Ren

IEEE Trans. Vis. Comput. Graph., 2020

2018

Pulse: Toward a Smart Campus by Communicating Real-time Wi-Fi Access Data.

Aoyu Wu, Bon Kyung Ku, Furui Cheng, Xinhuan Shu, Abishek Puri, Yifang Wang, Huamin Qu

CoRR, 2018