| 2025 | AAAI | 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 |
| 2024 | ICASSP | Gradient-Based Dimensionality Reduction for Speech Emotion Recognition Using Deep Networks. | Hongxuan Wang, Prahlad Vadakkepat |
| 2023 | IECON | 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 |
| 2023 | IECON | A Novel Interoperability Evaluation Framework for the Warehouse Management System. | Tijo Thayil, Jingbing Zhang, Prahlad Vadakkepat, Abdullah Al Mamun, Krishna Sagar |
| 2022 | ICRA | Incremental Few-Shot Object Detection for Robotics. | Yiting Li, Haiyue Zhu, Sichao Tian, Fan Feng, Jun Ma, Chek Sing Teo, Cheng Xiang, Prahlad Vadakkepat, Tong Heng Lee |
| 2022 | INDIN | 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 |
| 2022 | INDIN | CAM/CAD Point Cloud Part Segmentation via Few-Shot Learning. | Jiahui Wang, Haiyue Zhu, Haoren Guo, Abdullah Al Mamun, Prahlad Vadakkepat, Tong Heng Lee |
| 2021 | CVPR | Few-Shot Object Detection via Classification Refinement and Distractor Retreatment. | Yiting Li, Haiyue Zhu, Yu Cheng, Wenxin Wang, Chek Sing Teo, Cheng Xiang, Prahlad Vadakkepat, Tong Heng Lee |
| 2021 | IECON | Data-driven Quality Estimation for Production Processes with Lot-level Quality Control. | Naveen John Punnoose, Prahlad Vadakkepat, Ai Poh Loh, Edward Kien Yee Yapp |
| 2019 | ETFA | An Ensemble of Modified Support Vector Regression Models for Data-Driven Prognostics. | Josey Mathew, Prahlad Vadakkepat, Ming Luo, Chee Khiang Pang |
| 2018 | ETFA | An Ensemble of fuzzy Class-Biased Networks for Product Quality Estimation. | Shanmugasivam Pillai, Naveen John Punnoose, Prahlad Vadakkepat, Ai Poh Loh, Kee Jin Lee |
| 2016 | CEC | Vector directed path generation and tracking for autonomous unmanned aerial/ ground vehicles. | Willson Amalraj Arokiasami, Prahlad Vadakkepat, Kay Chen Tan, Dipti Srinivasan |
| 2012 | IJCNN | Stimulus dependent habituation in a bottom - up brain inspired model of learning and memory. | Kiruthika Ramanathan, Madhurima Battacharya, Prahlad Vadakkepat |
| 2010 | FUSION | Process noise identification based particle filter: An efficient method to track highly maneuvering target. | Jing Liu, Chongzhao Han, Prahlad Vadakkepat |
| 2010 | ICARCV | Graph matching based hand posture recognition using neuro-biologically inspired features. | Pramod Kumar Pisharady, Prahlad Vadakkepat, Ai Poh Loh |
| 2006 | IJCNN | ANN Based Internal Model Approach to Motor Learning for Humanoid Robot. | Jian-Xin Xu, Wei Wang, Prahlad Vadakkepat, Low Wai Yee |
| 2002 | CEC | Evolution of control systems for mobile robots. | Pang Ki Kim, Prahlad Vadakkepat, Tong Heng Lee, Xiao Peng |
| 2002 | CEC | Comparison of Khepera robot navigation by evolutionary neural networks and pain-based algorithm. | Liu Xin, Prahlad Vadakkepat, Tong Heng Lee, Xiao Peng, Pang Ki Kim |
| 2001 | CEC | DNA coded GA for the rule base optimization of a fuzzy logic controller. | Xiao Peng, Prahlad Vadakkepat, Tong Heng Lee |
| 2000 | CEC | Evolutionary artificial potential fields and their application in real time robot path planning. | Prahlad Vadakkepat, Kay Chen Tan, Ming-Liang Wang |
| 1998 | ICRA | Path Planning and Role Selection Mechanism for Soccer Robots. | Jong-Hwan Kim, Kwang-Choon Kim, Dong-Han Kim, Yong-Jae Kim, Prahlad Vadakkepat |