Mengchen Liu

Towards better analysis of machine learning models: A visual analytics perspective

Shi‐Xia Liu, Xiting Wang, Mengchen Liu et al. · Visual Informatics · 2017 · 387 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +20

BEVT: BERT Pretraining of Video Transformers

Rui Wang, Dongdong Chen, Zuxuan Wu et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 194 citations

Image Analysis, Machine Learning, Machine Vision +13

StoryFlow: Tracking the Evolution of Stories

Shi‐Xia Liu, Yingcai Wu, Enxun Wei et al. · IEEE Transactions on Visualization and Computer Graphics · 2013 · 190 citations

Interactive Visualization, Narrative Extraction, Design +9

Masked Video Distillation: Rethinking Masked Feature Modeling for Self-supervised Video Representation Learning

Rui Wang, Dongdong Chen, Zuxuan Wu et al. · 2023 · 76 citations

Engineering, Machine Learning, Video Interpretation +18

Analyzing the Noise Robustness of Deep Neural Networks

Kelei Cao, Mengchen Liu, Hang Su et al. · IEEE Transactions on Visualization and Computer Graphics · 2020 · 75 citations

Artificial Intelligence, Adversarial Examples, Security Visualization +15