Author

Muhammad Shafique

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Open access 2026

NeuroVisionArm: Gaze-EEG Hybrid Control for Assistive Robotic Prosthetics

Supporting fine motor interaction with upper-limb prostheses demands an interface intended to be intuitive, low-latency, and robust to user and signal variability. This challenge is particularly acute when EMG signals are unreliable, as in conditions such as ALS or high cervical SCI, where EEG-based BCIs offer a potent...

Abdul Basit, Azaz-Ur-Rehman Nasir, Mathew Obsequio Ponon et al. · IEEE Access · 0 citations

Open access 2026

From Trace to Line: An Empirical Study of What Drives LLM-Based OSS Vulnerability Localization

This paper introduces T2L (Trace-to-Line), a reproducible research framework that narrows repository-scale code into candidate vulnerable lines through AST-based chunking, structured diagnostic information collection, and evidence-guided refinement that improves trace-to-line localization.

Hao-Ran Xi, Ming-Hao Shao, Brendan Dolan-Gavitt et al. · IEEE Access · 0 citations