Sotabase

Career

· Assistant Professor, National University of Singapore2022–
· Postdoctoral Researcher, Carnegie Mellon University2020–2022
· Research Intern, Google Brain Robotics2019–2019
· Research Intern, Adobe Research2018–2018
· Research Intern, Amazon A92017–2017
· Research Intern, NVIDIA2016–2016
· MS in Computer Science, Stanford University2016–2019
· Research Intern, Microsoft Research Asia2015–2015
· Ph.D. in Electrical Engineering, Stanford University2015–2019
· Exchange Student, University of Toronto2013–
· B.Eng. in Microelectronics with Honors, Tsinghua University2011–2015

Publications (29)

Ego4D: Around the World in 3,000 Hours of Egocentric Video
Computer Vision and Pattern Recognition · 2021
1,500
cited
FlowNet3D: Learning Scene Flow in 3D Point Clouds
Computer Vision and Pattern Recognition · 2018
537
cited
MeteorNet: Deep Learning on Dynamic 3D Point Cloud Sequences
IEEE International Conference on Computer Vision · 2019
217
cited
What Makes Videos Accessible to Blind and Visually Impaired People?
International Conference on Human Factors in Computing Systems · 2021
85
cited
Making Memes Accessible
International ACM SIGACCESS Conference on Computers and Accessibility · 2019
71
cited
AMPK: The key to ischemia‐reperfusion injury
Journal of Cellular Physiology · 2022
66
cited
Visual Captions: Augmenting Verbal Communication with On-the-fly Visuals
International Conference on Human Factors in Computing Systems · 2023
55
cited
High Resolution SAR Image Classification Using Global-Local Network Structure Based on Vision Transformer and CNN
IEEE Geoscience and Remote Sensing Letters · 2022
47
cited
Learning Scene Flow in 3D Point Clouds
arXiv.org · 2018
42
cited
FlowNet 3 D : Learning Scene Flow in 3 D Point Clouds Supplementary Material
2019
40
cited
CrossA11y: Identifying Video Accessibility Issues via Cross-modal Grounding
ACM Symposium on User Interface Software and Technology · 2022
36
cited
Proactive Conversational Agents with Inner Thoughts
International Conference on Human Factors in Computing Systems · 2024
33
cited
Rapsai: Accelerating Machine Learning Prototyping of Multimedia Applications through Visual Programming
International Conference on Human Factors in Computing Systems · 2023
32
cited
Effect of Particle Size Refinement on the Leaching Behavior of Mixed Rare-Earth Concentrate Using Hydrochloric Acid
ACS Omega · 2019
28
cited
Human I/O: Towards a Unified Approach to Detecting Situational Impairments
International Conference on Human Factors in Computing Systems · 2024
25
cited
Deformer: Dynamic Fusion Transformer for Robust Hand Pose Estimation
IEEE International Conference on Computer Vision · 2023
23
cited
Learning from Temporal Spatial Cubism for Cross-Dataset Skeleton-based Action Recognition
ACM Trans. Multim. Comput. Commun. Appl. · 2022
23
cited
Modeling and Improving Text Stability in Live Captions
CHI Extended Abstracts · 2023
7
cited
Experiencing Visual Captions: Augmented Communication with Real-time Visuals using Large Language Models
ACM Symposium on User Interface Software and Technology · 2023
6
cited
The synthesis, characterization, and mechanism of a dense plate-like C-S-H based on cation exchange membrane-templating
Construction and Building Materials · 2023
4
cited
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Xingyu Liu | Researcher Profile | Sotabase | Sotabase