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Cheng Xiang
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Year
Expandable-RCNN: toward high-efficiency incremental few-shot object detection
Y Li, S Tian, H Zhu, Y Jin, K Wang, J Ma, C Xiang, P Vadakkepat
Frontiers in Artificial Intelligence 7, 2024
2024
Bilateral-Head Region-Based Convolutional Neural Networks: a Unified Approach for Incremental Few-Shot Object Detection
Y Li, H Zhu, S Tian, J Ma, C Xiang, P Vadakkepat
IEEE Transactions on Artificial Intelligence, 2024
2024
Towards Confidential Chatbot Conversations: A Decentralised Federated Learning Framework
H Su, C Xiang, B Ramesh
The Journal of The British Blockchain Association, 2024
2024
R2: Optimal vector-based and any-angle 2D path planning with non-convex obstacles
YK Lai, P Vadakkepat, C Xiang
Robotics and Autonomous Systems 172, 104606, 2024
2024
On Solar Photovoltaic Parameter Estimation: Global Optimality Analysis and a Simple Efficient Differential Evolution Method
S Gao, C Xiang, M Yu, KT Tan, TH Lee
2023 62nd IEEE Conference on Decision and Control (CDC), 2563-2569, 2023
2023
Robust Set Stabilization of Boolean Control Networks: an Efficient Approach based on Reverse Set Propagation
S Gao, Q Wang, Y Li, Z Li, C Xiang
2023 62nd IEEE Conference on Decision and Control (CDC), 8343-8348, 2023
2023
Incremental few-shot learning via implanting and consolidating
Y Li, H Zhu, J Ma, C Xiang, P Vadakkepat
Neurocomputing 559, 126800, 2023
12023
Event-Triggered State-Dependent Switching for Adaptive Fuzzy Control of Switched Nonlinear Systems
F Wang, L Long, C Xiang
IEEE Transactions on Fuzzy Systems, 2023
12023
A Hybrid Approach for Home Energy Management With Imitation Learning and Online Optimization
S Gao, R bin Zulkifli Lee, Z Huang, C Xiang, M Yu, KT Tan, TH Lee
IEEE Transactions on Industrial Informatics, 2023
2023
Multistep Model Predictive Torque Control for Induction Motor via Imitation Learning
Y Zhang, S Gao, J Ge, H Ji, C Xiang
IECON 2023-49th Annual Conference of the IEEE Industrial Electronics Society …, 2023
2023
Minimum-Time Control of Boolean Control Networks: A Fast Graphical Approach
S Gao, J Feng, Z Li, C Xiang
IEEE Transactions on Circuits and Systems II: Express Briefs, 2023
2023
R2 and R2E: Optimal Any-Angle 2D Path Planning in Binary Occupancy Grids with Non-convex Obstacles
YK Lai, P Vadakkepat, C Xiang
Authorea Preprints, 2023
2023
Few-shot point cloud semantic segmentation via contrastive self-supervision and multi-resolution attention
J Wang, H Zhu, H Guo, A Al Mamun, C Xiang, TH Lee
2023 IEEE International Conference on Robotics and Automation (ICRA), 2811-2817, 2023
52023
Evolving neuromorphic systems on the ethereum smart contract platform
H Wu, B Fang, C Xiang, G Cohen, A van Schaik, B Ramesh
2022 IEEE 1st Global Emerging Technology Blockchain Forum: Blockchain …, 2022
12022
A trustless federated framework for decentralized and confidential deep learning
C Li, Q Shen, C Xiang, B Ramesh
2022 IEEE 1st Global Emerging Technology Blockchain Forum: Blockchain …, 2022
22022
R2: Heuristic Bug-Based Any-angle Path-Planning using Lazy Searches
YK Lai, P Vadakkepat, AA Mamun, C Xiang, TH Lee
arXiv preprint arXiv:2206.14071, 2022
2022
Inductive Representation Learning of Multiple ICD Codes for Healthcare
SJ Lui, X Cheng, S Krishnaswamy
2022 IEEE 17th International Conference on Control & Automation (ICCA), 498-503, 2022
2022
Distributed Optimal Energy Management of a Microgrid Community
Y Liu, S Gao, C Xiang, M Yu, KT Tan
2022 IEEE 17th International Conference on Control & Automation (ICCA), 832-837, 2022
2022
Incremental few-shot object detection for robotics
Y Li, H Zhu, S Tian, F Feng, J Ma, CS Teo, C Xiang, P Vadakkepat, ...
2022 International Conference on Robotics and Automation (ICRA), 8447-8453, 2022
92022
Incremental Few-Shot Learning via Implanting and Compressing
Y Li, H Zhu, X Feng, Z Cheng, J Ma, C Xiang, P Vadakkepat, TH Lee
arXiv preprint arXiv:2203.10297, 2022
32022
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