I am a first-year Ph.D. student in the Department of Computer Science at the National University of Singapore, under Prof. Wei Tsang Ooi. I am also closely with Prof. Ziwei Liu from S-Lab, Nanyang Technological University, Singapore.
I work in the fields of deep learning and computer vision, with particular focuses on 3D perception, domain adaptation, and visual representation learning.
My research pursues to build scalable perception models that can be generalized across different domains and scenarios, with minimum or no human annotations needed.
I am fortunate to have research attachments and internships at Shanghai AI Lab, ByteDance AI Lab, MMLab@NTU, Motional, and Advanced Digital Sciences Center.
Unsupervised Video Domain Adaptation: A Disentanglement Perspective
Pengfei Wei, Lingdong Kong, Xinghua Qu, Xiang Yin, Zhiqiang Xu, Jing Jiang, Zejun MaBenchmarking and Analyzing Point Cloud Robustness under Corruptions
Jiawei Ren*, Lingdong Kong*, Liang Pan, Ziwei LiuLaserMix for Semi-Supervised LiDAR Semantic Segmentation
Lingdong Kong*, Jiawei Ren*, Liang Pan, Ziwei LiuConDA: Unsupervised Domain Adaptation for LiDAR Segmentation via Regularized Domain Concatenation
Lingdong Kong, Niamul Quader, Venice Erin Liong, Hanwang ZhangAdjusting Visual Context for Co-Saliency Detection
Lingdong Kong, Prakhar Ganesh, Tan Wang, Junhao Liu, Le Zhang, Yao ChenMutual-Collision-Avoidance Scheme for Dual Robot Manipulators Executing Cooperative Tasks
Zhijun Zhang, Lunan Zheng, Zhuoming Chen, Lingdong KongIEEE Transactions on Neural Networks and Learning Systems, 2021
Robustness Analysis of Varying-Parameter RNNs for Solving Time-Varying QM and QP Problems
Zhijun Zhang, Lingdong Kong, Lunan Zheng, Pengchao Zhang, Xilong Qu, Bolin Liao, Zhuliang YuIEEE Transactions on Systems, Man, and Cybernetics: Systems, 2020
A Circadian Rhythms Learning Network for Resisting Cognitive Periodic Noises of Time-Varying Systems
Zhijun Zhang, Xianzhi Deng, Lingdong Kong, Shuai LiIEEE Transactions on Cognitive and Developmental Systems, 2020
Power-Type Varying Parameter RNN for Solving TVQP Problems: Design, Analysis, and Applications
Zhijun Zhang, Lingdong Kong, Lunan ZhengIEEE Transactions on Neural Networks and Learning Systems, 2019
Comparisons among Six Numerical Methods for Repetitive Motion Planning of Robot Manipulators
Zhijun Zhang, Lingdong Kong, Ziyi Yan, Ke Chen, Shuai Li, Xilong Qu, Ning TanIEEE International Conference on Robotics and Biomimetics, 2018
2022.08 - Present
Ph.D., Computer Science, School of Computing, Department of Computer Science2020.07 - 2022.06
M.Eng., Computer Science, School of Computer Science & Engineering2019.07 - 2020.06
M.Sc., Computer Control & Automation, School of Electrical & Electronic Engineering2015.09 - 2019.06
B.Eng., Intelligent Science & Technology, School of Automation Science & Engineering