I got my BS degree in electronic engineering at Tsinghua University in 2013 and my Ph.D degree in computer science at Tsinghua University in 2018. Then, I joined Microsoft in October, 2018. My current research interest is explainable artificial intelligence, especially visual analytics of deep learning models.
![]() |
![]() |
Improving Learning-from-Crowds through Expert ValidationMengchen Liu, Liu Jiang, Junlin Liu, Xiting Wang, Jun Zhu and Shixia Liu.
IJCAI 2017.
|
![]() |
Towards Better Analysis of Machine Learning Models: A Visual Analytics PerspectiveShixia Liu, Xiting Wang, Mengchen Liu, Jun Zhu.
Visual Informatics (accepted).
|
![]() |
Clutter-Aware Label LayoutYu Meng, Hui Zhang, Mengchen Liu, Shixia Liu.
IEEE PacificVis, 207-214, 2015
|