Sotabase

Career

· AI Research Scientist, MiroMind.ai (Current)2025–
· Adjunct Assistant Professor, National University of Singapore2022–2025
· Tech Lead, Alibaba Group2020–2020
· Senior Manager, Machine Learning, TikTok2020–2025
· Research Scientist, IIAI (Inception Institute of Artificial Intelligence)2018–2018
· Research Fellow, University of Oxford2018–2020

Publications (114)

CenterNet: Keypoint Triplets for Object Detection
IEEE International Conference on Computer Vision · 2019
3,223
cited
Hypergraph Convolution and Hypergraph Attention
Pattern Recognition · 2019
787
cited
Asymmetric Non-Local Neural Networks for Semantic Segmentation
IEEE International Conference on Computer Vision · 2019
674
cited
DeepPano: Deep Panoramic Representation for 3-D Shape Recognition
IEEE Signal Processing Letters · 2015
401
cited
PCL: Proposal Cluster Learning for Weakly Supervised Object Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2018
395
cited
Is synthetic data from generative models ready for image recognition?
International Conference on Learning Representations · 2022
383
cited
Triplet-Center Loss for Multi-view 3D Object Retrieval
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition · 2018
360
cited
DanceTrack: Multi-Object Tracking in Uniform Appearance and Diverse Motion
Computer Vision and Pattern Recognition · 2021
346
cited
Scalable Person Re-identification on Supervised Smoothed Manifold
Computer Vision and Pattern Recognition · 2017
335
cited
End-to-End Temporal Action Detection With Transformer
IEEE Transactions on Image Processing · 2021
297
cited
GIFT: A Real-Time and Scalable 3D Shape Search Engine
Computer Vision and Pattern Recognition · 2016
293
cited
MOSE: A New Dataset for Video Object Segmentation in Complex Scenes
IEEE International Conference on Computer Vision · 2023
230
cited
Prior-Aware Neural Network for Partially-Supervised Multi-Organ Segmentation
IEEE International Conference on Computer Vision · 2019
192
cited
XingGAN for Person Image Generation
European Conference on Computer Vision · 2020
190
cited
Deep learning representation using autoencoder for 3D shape retrieval
International Conference on Security, Pattern Analysis, and Cybernetics · 2014
184
cited
Occluded Video Instance Segmentation: A Benchmark
International Journal of Computer Vision · 2021
179
cited
SwiftNet: Real-time Video Object Segmentation
Computer Vision and Pattern Recognition · 2021
177
cited
Sparse Contextual Activation for Efficient Visual Re-Ranking
IEEE Transactions on Image Processing · 2016
157
cited
Learning Transferable Adversarial Examples via Ghost Networks
AAAI Conference on Artificial Intelligence · 2018
153
cited
Engineering an Interfacial Facet of S-Scheme Heterojunction for Improved Photocatalytic Hydrogen Evolution by Modulating the Internal Electric Field.
ACS Applied Materials and Interfaces · 2021
151
cited
Sotabase