DECE: Decision explorer with counterfactual explanations for machine learning models F Cheng, Y Ming, H Qu IEEE Transactions on Visualization and Computer Graphics 27 (2), 1438-1447, 2020 | 98 | 2020 |
ProtoSteer: Steering deep sequence model with prototypes Y Ming, P Xu, F Cheng, H Qu, L Ren IEEE transactions on visualization and computer graphics 26 (1), 238-248, 2019 | 50 | 2019 |
VBridge: Connecting the dots between features and data to explain healthcare models F Cheng, D Liu, F Du, Y Lin, A Zytek, H Li, H Qu, K Veeramachaneni IEEE Transactions on Visualization and Computer Graphics 28 (1), 378-388, 2021 | 37 | 2021 |
In Defence of Visual Analytics Systems: Replies to Critics A Wu, D Deng, F Cheng, Y Wu, S Liu, H Qu IEEE Transactions on Visualization and Computer Graphics 29 (1), 1026-1036, 2022 | 18 | 2022 |
Interactive data analysis with next-step natural language query recommendation X Wang, F Cheng, Y Wang, K Xu, J Long, H Lu, H Qu arXiv preprint arXiv:2201.04868, 2022 | 14 | 2022 |
Polyphony: an Interactive Transfer Learning Framework for Single-Cell Data Analysis F Cheng, MS Keller, H Qu, N Gehlenborg, Q Wang IEEE Transactions on Visualization and Computer Graphics 29 (1), 591-601, 2022 | 12 | 2022 |
ShortcutLens: A visual analytics approach for exploring shortcuts in natural language understanding dataset Z Jin, X Wang, F Cheng, C Sun, Q Liu, H Qu IEEE Transactions on Visualization and Computer Graphics, 2023 | 10 | 2023 |
RELIC: Investigating Large Language Model Responses using Self-Consistency F Cheng, V Zouhar, S Arora, M Sachan, H Strobelt, M El-Assady Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems …, 2024 | 5 | 2024 |
Leveraging historical medical records as a proxy via multimodal modeling and visualization to enrich medical diagnostic learning Y Ouyang, Y Wu, H Wang, C Zhang, F Cheng, C Jiang, L Jin, Y Cao, Q Li IEEE Transactions on Visualization and Computer Graphics, 2023 | 4 | 2023 |
Steering deep sequence model with prototypes P Xu, L Ren, M Yao, F Cheng, H Qu US Patent 11,513,673, 2022 | 2 | 2022 |
Pulse: Toward a Smart Campus by Communicating Real-time Wi-Fi Access Data A Wu, BK Ku, F Cheng, X Shu, A Puri, Y Wang, H Qu Workshop on Visualization for Communication, the IEEE Visualization …, 2018 | 2 | 2018 |
Interactive Analysis of LLMs using Meaningful Counterfactuals F Cheng, V Zouhar, RSM Chan, D Fürst, H Strobelt, M El-Assady arXiv preprint arXiv:2405.00708, 2024 | 1 | 2024 |
ExpLIMEable: An exploratory framework for LIME S Laguna, J Heidenreich, J Sun, N Cetin, I Al Hazwani, U Schlegel, ... XAI in Action: Past, Present, and Future Applications, 2023 | | 2023 |
NFTeller: Dual-centric Visual Analytics for Assessing Market Performance of NFT Collectibles Y Cao, M Xia, K Shigyo, F Cheng, Q Yu, X Yang, Y Wang, W Zeng, H Qu Proceedings of the 16th International Symposium on Visual Information …, 2023 | | 2023 |