Dual-Resolution U-Net: Building Extraction from Aerial Images. - Kangkang Lu 001; Ying Sun 001; Sim Heng Ong (ICPR, 2018)

Large-Scale Semantic Classification: Outcome of the First Year of Inria Aerial Image Labeling Benchmark. - Bohao Huang; Kangkang Lu 001; Nicolas Audebert; Andrew Khalel; Yuliya Tarabalka; Jordan M. Malof; Alexandre Boulch; Bertrand Le Saux; Leslie M. Collins; Kyle Bradbury; Sébastien Lefèvre; Motaz El-Saban (IGARSS, 2018)

Semi-Supervised Audio Classification with Consistency-Based Regularization. - Kangkang Lu 001; Chuan-Sheng Foo; Kah Kuan Teh; Huy Dat Tran; Vijay Ramaseshan Chandrasekhar (INTERSPEECH, 2019)

ARMOURED: Adversarially Robust MOdels using Unlabeled data by REgularizing Diversity. - Kangkang Lu 001; Cuong Manh Nguyen; Xun Xu 002; Kiran Chari; Yu Jing Goh; Chuan-Sheng Foo (ICLR, 2021)

A*HAR: A New Benchmark towards Semi-supervised learning for Class-imbalanced Human Activity Recognition. - Govind Narasimman; Kangkang Lu 001; Arun Raja; Chuan Sheng Foo; Mohamed M. Sabry Aly; Jie Lin 001; Vijay Chandrasekhar 001 (CoRR, 2021)

Revisiting Pretraining for Semi-Supervised Learning in the Low-Label Regime. - Xun Xu 002; Jingyi Liao; Lile Cai; Cuong Manh Nguyen; Kangkang Lu 001; Wanyue Zhang; Yasin Yazici; Chuan Sheng Foo (CoRR, 2022)

SemiCurv: Semi-Supervised Curvilinear Structure Segmentation. - Xun Xu 002; Manh Cuong Nguyen; Yasin Yazici; Kangkang Lu 001; Hlaing Min; Chuan-Sheng Foo (CoRR, 2022)

SemiCurv: Semi-Supervised Curvilinear Structure Segmentation. - Xun Xu 002; Cuong Manh Nguyen; Yasin Yazici; Kangkang Lu 001; Hlaing Min; Chuan-Sheng Foo (IEEE Trans. Image Process., 2022)

On Adversarial Robustness of Audio Classifiers. - Kangkang Lu 001; Manh Cuong Nguyen; Xun Xu 002; Chuan Sheng Foo (ICASSP, 2023)

Diverse and consistent multi-view networks for semi-supervised regression. - Cuong Manh Nguyen; Arun Raja; Le Zhang 001; Xun Xu 002; Balagopal Unnikrishnan; Mohamed Ragab 002; Kangkang Lu 001; Chuan-Sheng Foo (Mach. Learn., 2023)

A Survey and Evaluation of Adversarial Attacks for Object Detection. - Khoi Nguyen Tiet Nguyen; Wenyu Zhang; Kangkang Lu 001; Yuhuan Wu; Xingjian Zheng; Hui Li Tan; Liangli Zhen (CoRR, 2024)

Revisiting pretraining for semi-supervised learning in the low-label regime. - Xun Xu 002; Jingyi Liao; Lile Cai; Manh Cuong Nguyen; Kangkang Lu 001; Wanyue Zhang; Yasin Yazici; Chuan Sheng Foo (Neurocomputing, 2024)

Exploring Active Learning for Label-Efficient Training of Semantic Neural Radiance Field. - Yuzhe Zhu; Lile Cai; Kangkang Lu 001; Fayao Liu; Xulei Yang (CoRR, 2025)