Mengchen Liu
Mengchen Liu
Verified email at microsoft.com
Title
Cited by
Cited by
Year
A survey on information visualization: recent advances and challenges
S Liu, W Cui, Y Wu, M Liu
The Visual Computer 30 (12), 1373-1393, 2014
3292014
Towards better analysis of deep convolutional neural networks
M Liu, J Shi, Z Li, C Li, J Zhu, S Liu
IEEE transactions on visualization and computer graphics 23 (1), 91-100, 2016
2602016
Storyflow: Tracking the evolution of stories
S Liu, Y Wu, E Wei, M Liu, Y Liu
IEEE Transactions on Visualization and Computer Graphics 19 (12), 2436-2445, 2013
1792013
Opinionflow: Visual analysis of opinion diffusion on social media
Y Wu, S Liu, K Yan, M Liu, F Wu
IEEE transactions on visualization and computer graphics 20 (12), 1763-1772, 2014
1572014
Towards better analysis of machine learning models: A visual analytics perspective
S Liu, X Wang, M Liu, J Zhu
Visual Informatics 1 (1), 48-56, 2017
1372017
Analyzing the training processes of deep generative models
M Liu, J Shi, K Cao, J Zhu, S Liu
IEEE transactions on visualization and computer graphics 24 (1), 77-87, 2017
802017
An uncertainty-aware approach for exploratory microblog retrieval
M Liu, S Liu, X Zhu, Q Liao, F Wei, S Pan
IEEE transactions on visualization and computer graphics 22 (1), 250-259, 2015
392015
Follower-followee network, communication networks, and vote agreement of the US members of congress
TQ Peng, M Liu, Y Wu, S Liu
Communication research 43 (7), 996-1024, 2016
382016
Analyzing the noise robustness of deep neural networks
M Liu, S Liu, H Su, K Cao, J Zhu
2018 IEEE Conference on Visual Analytics Science and Technology (VAST), 60-71, 2018
212018
Improving Learning-from-Crowds through Expert Validation.
M Liu, L Jiang, J Liu, X Wang, J Zhu, S Liu
IJCAI, 2329-2336, 2017
182017
Clutter-aware label layout
Y Meng, H Zhang, M Liu, S Liu
2015 IEEE Pacific Visualization Symposium (PacificVis), 207-214, 2015
102015
Dynamic convolution: Attention over convolution kernels
Y Chen, X Dai, M Liu, D Chen, L Yuan, Z Liu
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
72020
A survey of visual analytics techniques for machine learning
J Yuan, C Chen, W Yang, M Liu, J Xia, S Liu
arXiv preprint arXiv:2008.09632, 2020
52020
Analyzing the Noise Robustness of Deep Neural Networks
K Cao, M Liu, H Su, J Wu, J Zhu, S Liu
IEEE Transactions on Visualization and Computer Graphics, 2020
52020
Diagnosing Concept Drift with Visual Analytics
W Yang, Z Li, M Liu, Y Lu, K Cao, R Maciejewski, S Liu
IEEE Conference on Visual Analytics Science and Technology, 2020
12020
DA-NAS: Data Adapted Pruning for Efficient Neural Architecture Search
X Dai, D Chen, M Liu, Y Chen, L Yuan
arXiv preprint arXiv:2003.12563, 2020
12020
Dynamic ReLU
Y Chen, X Dai, M Liu, D Chen, L Yuan, Z Liu
arXiv preprint arXiv:2003.10027, 2020
12020
Diagnosing Concept Drift in Streaming Data
W Yang, Z Li, M Liu, Y Lu, K Cao, R Maciejewski, S Liu
arXiv preprint arXiv:2007.14372, 2020
2020
Interactive Demo: A Visual Analysis System for Analyzing Deep Convolutional Neural Networks
M Liu, T EDU, Z Li, C Li, COMJ Zhu, S Liu, EDU CN
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Articles 1–19