Publications
Peer-reviewed work and current manuscripts spanning split computing, adaptive inference, geospatial machine learning, and immersive systems.
Research output
Jared Macshane, Et Al. (2026). MANTIS: Modulated Adaptive Neural Compression for Task-Informed Split Computing. Under Review.
Project
Jared Macshane, Nalini Venkatasubramanian, Yuqiao Li (2025). ADAPT: Automated Decision-flow for Adaptive Progressive Inference on Sensor Devices. MAIoT ‘25.
PDF DOI
Yuanyuan Jiang, Kambiz Hamadani, Karno Ng, Ali Ahmadinia, Ariel Aquino, Ryann Palacio, Jane Huang, Jared Macshane, Ahmad Hadaegh (2024). Developing scalable hands-on virtual and mixed-reality science labs. Virtual Reality 28, 173.
PDF DOI
Jared Macshane, Ali Ahmadinia (2024). Construction of trail networks based on growing self-organizing maps and public GPS data. IJKES 28(2).
Project DOI
Jared Macshane, Ali Ahmadinia (2023). AI Assisted Trail Map Generation based on Public GPS Data. In SIEDS.
PDF DOI
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