Masked Self-Supervision for Remaining Useful Lifetime Prediction in Machine Tools. - Haoren Guo; Haiyue Zhu; Jiahui Wang; Prahlad Vadakkepat; Weng Khuen Ho; Tong Heng Lee (INDIN, 2022)

CAM/CAD Point Cloud Part Segmentation via Few-Shot Learning. - Jiahui Wang; Haiyue Zhu; Haoren Guo; Abdullah Al Mamun 002; Prahlad Vadakkepat; Tong Heng Lee (INDIN, 2022)

Few-Shot Point Cloud Semantic Segmentation via Contrastive Self-Supervision and Multi-Resolution Attention. - Jiahui Wang; Haiyue Zhu; Haoren Guo; Abdullah Al Mamun 002; Cheng-Xiang Wang 001; Tong Heng Lee (ICRA, 2023)

Lightweight Compressed Temporal and Compressed Spatial Attention with Augmentation Fusion in Remaining Useful Life Prediction. - Haoren Guo; Haiyue Zhu; Jiahui Wang; Prahlad Vadakkepat; Weng Khuen Ho; Clarence W. de Silva; Tong Heng Lee (IECON, 2023)

Few-Shot Point Cloud Semantic Segmentation for CAM/CAD via Feature Enhancement and Efficient Dual Attention. - Jiahui Wang; Haiyue Zhu; Haoren Guo; Abdullah Al Mamun 002; Clarence W. de Silva; Tong Heng Lee (IECON, 2023)

Few-Shot Point Cloud Semantic Segmentation via Contrastive Self-Supervision and Multi-Resolution Attention. - Jiahui Wang; Haiyue Zhu; Haoren Guo; Abdullah Al Mamun 002; Cheng Xiang 001; Tong Heng Lee (CoRR, 2023)

Remaining Useful Life Prediction via Frequency Emphasizing Mix-Up and Masked Reconstruction. - Haoren Guo; Haiyue Zhu; Jiahui Wang; Prahlad Vadakkepat; Weng Khuen Ho; Clarence W. de Silva; Tong Heng Lee (IEEE Trans. Artif. Intell., 2024)

Enhancing Multivariate Time-Series Domain Adaptation via Contrastive Frequency Graph Discovery and Language-Guided Adversary Alignment. - Haoren Guo; Haiyue Zhu; Jiahui Wang; Prahlad Vadakkepat; Weng Khuen Ho; Tong Heng Lee (AAAI, 2025)

SDSimPoint: Shallow-Deep Similarity Learning for Few-Shot Point Cloud Semantic Segmentation. - Jiahui Wang; Haiyue Zhu; Haoren Guo; Abdullah Al Mamun 002; Cheng Xiang 001; Clarence W. de Silva; Tong Heng Lee (IEEE Trans. Neural Networks Learn. Syst., 2025)

VLM-UDMC: VLM-Enhanced Unified Decision-Making and Motion Control for Urban Autonomous Driving. - Haichao Liu; Haoren Guo; Pei Liu; Benshan Ma; Yuxiang Zhang 004; Jun Ma 008; Tong Heng Lee (CoRR, 2025)