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Author

Wei-Si Yang

2 papers indexed here

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#cybersecurity Review Open access Feb 2025

Towards On-Device Evidence Gathering for Intimate Partner Infiltration: A Feasibility Study for Joint Identity-Action Detection

AID, Automated IPI Detection, a data-driven system that continuously logs unauthorized access and suspicious behaviors on smartphones is presented, demonstrating AID's potential as an evidence-support tool that complements current clinic-based interpretation and safety-planning.

Wei-Si Yang, Shi-Nan Liu, Feng Xiao et al. · 2 citations
#machine learning Book Open access May 2026

PELM: Power Efficient On-Device LLM Inference with Speculative Decoding and Dynamic Voltage Frequency Scaling

PELM is presented, a solution that augments traditional DVFS processor frequency tuning with two additional workload-specific knobs: speculative decoding and variable verification depth to expand the optimization space to multiple dimensions for more power efficient on-device LLM inference.

Wei-Si Yang, Stephen Xia · 2 citations

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