Publications

Furui Cheng, Vilém Zouhar, Simran Arora, Mrinmaya Sachan, Hendrik Strobelt, Mennatallah El-Assady (2024). RELIC: Investigating Large Language Model Responses using Self-Consistency. Proceedings of the CHI Conference on Human Factors in Computing Systems (CHI'24).

Furui Cheng, Mark S Keller, Huamin Qu, Nils Gehlenborg, Qianwen Wang (2022). Polyphony: an Interactive Transfer Learning Framework for Single-Cell Data Analysis. IEEE Transactions on Visualization and Computer Graphics (VIS'22). Best Abstract Award at BioVis@ISMB.

Aoyu Wu, Dazhen Deng, Furui Cheng, Yingcai Wu, Shixia Liu, Huamin Qu (2022). In Defence of Visual Analytics Systems: Replies to Critics. IEEE Transactions on Visualization and Computer Graphics (VIS'22).

Furui Cheng, Dongyu Liu, Fan Du, Yanna Lin, Alexandra Zytek, Haomin Li, Huamin Qu, Kalyan Veeramachaneni (2021). VBridge: Connecting the Dots Between Features and Data to Explain Healthcare Models. IEEE Transactions on Visualization and Computer Graphics (VIS'21). Best Paper Honorable Mention Award.

Furui Cheng, Yao Ming, Huamin Qu (2020). DECE: Decision Explorer with Counterfactual Explanations for Machine Learning Models. IEEE Transactions on Visualization and Computer Graphics (VIS'20).

Yao Ming, Panpan Xu, Furui Cheng, Huamin Qu, Liu Ren (2019). ProtoSteer: Steering deep sequence model with prototypes. IEEE Transactions on Visualization and Computer Graphics (VIS'19).

Aoyu Wu, Bon Kyung Ku, Furui Cheng, Xinhuan Shu, Abishek Puri, Yifang Wang, Huamin Qu (2018). Pulse: Toward a Smart Campus by Communicating Real-time Wi-Fi Access Data. Workshop on Visualization for Communication, the IEEE Visualization Conference (VIS'18).