Understanding Hidden Memories of Recurrent Neural Networks Y Ming, S Cao, R Zhang, Z Li, Y Chen, Y Song, H Qu IEEE Conference on Visual Analytics Science and Technology, 2017 | 267 | 2017 |
Rulematrix: Visualizing and understanding classifiers with rules Y Ming, H Qu, E Bertini IEEE transactions on visualization and computer graphics 25 (1), 342-352, 2018 | 252 | 2018 |
Interpretable and Steerable Sequence Learning via Prototypes Y Ming, P Xu, H Qu, L Ren Proceedings of the 25th ACM SIGKDD international conference on knowledge …, 2019 | 143 | 2019 |
ATMSeer: Increasing Transparency and Controllability in Automated Machine Learning Q Wang, Y Ming, Z Jin, Q Shen, D Liu, MJ Smith, K Veeramachaneni, ... Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019 | 115 | 2019 |
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 |
GNNLens: A Visual Analytics Approach for Prediction Error Diagnosis of Graph Neural Networks Z Jin, Y Wang, Q Wang, Y Ming, T Ma, H Qu IEEE Transactions on Visualization and Computer Graphics 29 (6), 3024-3038, 2022 | 35 | 2022 |
Learning vis tools: Teaching data visualization tutorials LYH Lo, Y Ming, H Qu 2019 IEEE Visualization Conference (VIS), 11-15, 2019 | 18 | 2019 |
A visual analytics approach for understanding egocentric intimacy network evolution and impact propagation in MMORPGs Q Li, Q Shen, Y Ming, P Xu, Y Wang, X Ma, H Qu 2017 IEEE Pacific Visualization Symposium (PacificVis), 31-40, 2017 | 17 | 2017 |
DeHumor: Visual analytics for decomposing humor X Wang, Y Ming, T Wu, H Zeng, Y Wang, H Qu IEEE Transactions on Visualization and Computer Graphics 28 (12), 4609-4623, 2021 | 13 | 2021 |
Sequentially controlled text generation A Spangher, X Hua, Y Ming, N Peng arXiv preprint arXiv:2301.02299, 2023 | 11 | 2023 |
A survey on visualization for explainable classifiers Y Ming Hong Kong, 2017 | 9 | 2017 |
System and method for interpretable sequence and time-series data modeling P Xu, L Ren, Y Ming US Patent US20200364504A1, 2020 | 8 | 2020 |
Steering deep sequence model with prototypes P Xu, L Ren, Y Ming, F Cheng, H Qu US Patent US20210181931A1, 2021 | 2 | 2021 |
DeHumor: Visual analytics for decomposing humor.(2021) X WANG, Y MING, T WU, H ZENG, Y WANG, H QU IEEE Transactions on Visualization and Computer Graphics, 1-15, 0 | | |
GNNLens: A visual analytics approach for prediction error diagnosis of graph neural networks..(2022) Z JIN, Y WANG, Q WANG, Y MING, T MA, H QU IEEE Transactions on Visualization and Computer Graphics, 1-17, 0 | | |