Zilin Liang
Papers
2
Total Citations
7
H-Index
2
About
Zilin Liang is a rising researcher at the forefront of rehabilitation robotics and brain-computer interfaces (BCI), with a focused mission to restore mobility and enhance human physical capabilities. Liang’s work centers on two key areas: developing intelligent exoskeletons that actively incorporate user intent, and creating passive wearable systems with controllable assistance. Their major contribution is a novel online BCI system for lower-limb exoskeletons that uses a stacked ensemble approach to decode motor imagery, directly addressing the critical lack of patient involvement in rehabilitation. This work, published in 2025, has already garnered 4 citations, signaling its immediate impact. In parallel, Liang has designed an innovative elbow passive exoskeleton that overcomes the limitations of existing devices by introducing controllable assistance, expanding the range of applications for such wearables. This paper has received 3 citations in its first year. Liang’s research is notable for bridging the gap between passive support and active, brain-driven control, promising more intuitive and effective rehabilitation tools. Their work represents a significant step toward truly interactive robotic systems that adapt to human intention.
Research Focus
Key Achievements
Top Papers
- 1
- 2