Furui Cheng

30 papers A* 3C 1Journal 23Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Design patterns of human-AI interfaces in healthcare.
Int. J. Hum. Comput. Stud.
Rui Sheng, Chuhan Shi, Sobhan Lotfi, Shiyi Liu, Adam Perer, Huamin Qu, Furui Cheng
2026 A* conf
DiLLS: Interactive Diagnosis of LLM-based Multi-agent Systems via Layered Summary of Agent Behaviors.
CHI
Rui Sheng, Yukun Yang, Chuhan Shi, Yanna Lin, Zixin Chen, Huamin Qu, Furui Cheng
2026 J jnl
DiLLS: Interactive Diagnosis of LLM-based Multi-agent Systems via Layered Summary of Agent Behaviors.
CoRR
Rui Sheng, Yukun Yang, Chuhan Shi, Yanna Lin, Zixin Chen, Huamin Qu, Furui Cheng
2026 J jnl
Understanding Large Language Model Behaviors Through Interactive Counterfactual Generation and Analysis.
IEEE Trans. Vis. Comput. Graph.
Furui Cheng, Vilém Zouhar, Robin Shing Moon Chan, Daniel Fürst, Hendrik Strobelt, Mennatallah El-Assady
2025 — conf
CafGa: Customizing Feature Attributions to Explain Language Models.
EMNLP (System Demonstrations)
Alan Boyle, Furui Cheng, Vilém Zouhar, Mennatallah El-Assady
2025 J jnl
CafGa: Customizing Feature Attributions to Explain Language Models.
CoRR
Alan Boyle, Furui Cheng, Vilém Zouhar, Mennatallah El-Assady
2025 J jnl
Design Patterns of Human-AI Interfaces in Healthcare.
CoRR
Rui Sheng, Chuhan Shi, Sobhan Lotfi, Shiyi Liu, Adam Perer, Huamin Qu, Furui Cheng
2025 J jnl
DxHF: Providing High-Quality Human Feedback for LLM Alignment via Interactive Decomposition.
CoRR
Danqing Shi, Furui Cheng, Tino Weinkauf, Antti Oulasvirta, Mennatallah El-Assady
2025 A* conf
DxHF: Providing High-Quality Human Feedback for LLM Alignment with Interactive Decomposition.
UIST
Danqing Shi, Furui Cheng, Tino Weinkauf, Antti Oulasvirta, Mennatallah El-Assady
2024 J jnl
Interactive Analysis of LLMs using Meaningful Counterfactuals.
CoRR
Furui Cheng, Vilém Zouhar, Robin Shing Moon Chan, Daniel Fürst, Hendrik Strobelt, Mennatallah El-Assady
2024 J jnl
Leveraging Historical Medical Records as a Proxy via Multimodal Modeling and Visualization to Enrich Medical Diagnostic Learning.
IEEE Trans. Vis. Comput. Graph.
Yang Ouyang, Yuchen Wu, He Wang, Chenyang Zhang, Furui Cheng, Chang Jiang, Lixia Jin, Yuanwu Cao, Quan Li
2024 A* conf
RELIC: Investigating Large Language Model Responses using Self-Consistency.
CHI
Furui Cheng, Vilém Zouhar, Simran Arora, Mrinmaya Sachan, Hendrik Strobelt, Mennatallah El-Assady
2024 J jnl
ShortcutLens: A Visual Analytics Approach for Exploring Shortcuts in Natural Language Understanding Dataset.
IEEE Trans. Vis. Comput. Graph.
Zhihua Jin, Xingbo Wang, Furui Cheng, Chunhui Sun, Qun Liu, Huamin Qu
2024 J jnl
iToT: An Interactive System for Customized Tree-of-Thought Generation.
CoRR
Alan Boyle, Isha Gupta, Sebastian Hönig, Lukas Mautner, Kenza Amara, Furui Cheng, Mennatallah El-Assady
2023 — conf
ExpLIMEable: A Visual Analytics Approach for Exploring LIME.
VAHC
Sonia Laguna, Julian N. Heidenreich, Jiugeng Sun, Nilüfer Cetin, Ibrahim Al Hazwani, Udo Schlegel, Furui Cheng, Mennatallah El-Assady
2023 J jnl
In Defence of Visual Analytics Systems: Replies to Critics.
IEEE Trans. Vis. Comput. Graph.
Aoyu Wu, Dazhen Deng, Furui Cheng, Yingcai Wu, Shixia Liu, Huamin Qu
2023 J jnl
Leveraging Historical Medical Records as a Proxy via Multimodal Modeling and Visualization to Enrich Medical Diagnostic Learning.
CoRR
Yang Ouyang, Yuchen Wu, He Wang, Chenyang Zhang, Furui Cheng, Chang Jiang, Lixia Jin, Yuanwu Cao, Quan Li
2023 — conf
NFTeller: Dual Centric Visual Analytics of NFT Transactions.
BigComp
Yifan Cao, Xingxing Yang, Meng Xia, Hongkun Liu, Kento Shigyo, Wei Zeng, Furui Cheng, Yang Wang, Qianhang Yu, Huamin Qu
2023 C conf
NFTeller: Dual-centric Visual Analytics for Assessing Market Performance of NFT Collectibles.
VINCI
Yifan Cao, Meng Xia, Kento Shigyo, Furui Cheng, Qianhang Yu, Xingxing Yang, Yang Wang, Wei Zeng, Huamin Qu
2023 J jnl
Polyphony: an Interactive Transfer Learning Framework for Single-Cell Data Analysis.
IEEE Trans. Vis. Comput. Graph.
Furui Cheng, Mark S. Keller, Huamin Qu, Nils Gehlenborg, Qianwen Wang
2023 J jnl
RELIC: Investigating Large Language Model Responses using Self-Consistency.
CoRR
Furui Cheng, Vilém Zouhar, Simran Arora, Mrinmaya Sachan, Hendrik Strobelt, Mennatallah El-Assady
2022 J jnl
In Defence of Visual Analytics Systems: Replies to Critics.
CoRR
Aoyu Wu, Dazhen Deng, Furui Cheng, Yingcai Wu, Shixia Liu, Huamin Qu
2022 J jnl
Interactive Data Analysis with Next-step Natural Language Query Recommendation.
CoRR
Xingbo Wang, Furui Cheng, Yong Wang, Ke Xu, Jiang Long, Hong Lu, Huamin Qu
2022 J jnl
ShortcutLens: A Visual Analytics Approach for Exploring Shortcuts in Natural Language Understanding Dataset.
CoRR
Zhihua Jin, Xingbo Wang, Furui Cheng, Chunhui Sun, Qun Liu, Huamin Qu
2022 J jnl
VBridge: Connecting the Dots Between Features and Data to Explain Healthcare Models.
IEEE Trans. Vis. Comput. Graph.
Furui Cheng, Dongyu Liu, Fan Du, Yanna Lin, Alexandra Zytek, Haomin Li, Huamin Qu, Kalyan Veeramachaneni
2021 J jnl
DECE: Decision Explorer with Counterfactual Explanations for Machine Learning Models.
IEEE Trans. Vis. Comput. Graph.
Furui Cheng, Yao Ming, Huamin Qu
2021 J jnl
VBridge: Connecting the Dots Between Features, Explanations, and Data for Healthcare Models.
CoRR
Furui Cheng, Dongyu Liu, Fan Du, Yanna Lin, Alexandra Zytek, Haomin Li, Huamin Qu, Kalyan Veeramachaneni
2020 J jnl
DECE: Decision Explorer with Counterfactual Explanations for Machine Learning Models.
CoRR
Furui Cheng, Yao Ming, Huamin Qu
2020 J jnl
ProtoSteer: Steering Deep Sequence Model with Prototypes.
IEEE Trans. Vis. Comput. Graph.
Yao Ming, Panpan Xu, Furui Cheng, Huamin Qu, Liu Ren
2018 J jnl
Pulse: Toward a Smart Campus by Communicating Real-time Wi-Fi Access Data.
CoRR
Aoyu Wu, Bon Kyung Ku, Furui Cheng, Xinhuan Shu, Abishek Puri, Yifang Wang, Huamin Qu