6 citations · 7 across the 3 of their papers we have counts for
3 papers
cs.LG2024
Loop Improvement: An Efficient Approach for Extracting Shared Features from Heterogeneous Data without Central Server
Fei Li, Chu Kiong Loo, Wei Shiung Liew +1
In federated learning, data heterogeneity significantly impacts performance. A typical solution involves segregating these parameters into shared and personalized components, a con…
cs.LG2023★ 1 cited
Explainable Lifelong Stream Learning Based on "Glocal" Pairwise Fusion
Chu Kiong Loo, Wei Shiung Liew, Stefan Wermter
Real-time on-device continual learning applications are used on mobile phones, consumer robots, and smart appliances. Such devices have limited processing and memory storage capabi…
cs.RO2020★ 6 cited
Explainable Goal-Driven Agents and Robots -- A Comprehensive Review
Fatai Sado, Chu Kiong Loo, Wei Shiung Liew +2
Recent applications of autonomous agents and robots, such as self-driving cars, scenario-based trainers, exploration robots, and service robots have brought attention to crucial tr…