publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2026

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    Energy-Efficient AI for Foundation Models: Algorithms, Hardware, and Data Center Infrastructure
    Koushik Bhupathiraju, Ranjot S. Matharoo, Hellen W. Mwangi, and 5 more authors
    Computers, 2026
    DOI
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    wRIST: Robotic Intermediate Sign Translator for Humanoid Robot Speech-to-Sign Language Translation
    Morgan Montz, Eric May, Shawn Acheampong, and 4 more authors
    In 2026 IEEE World AI IoT Congress (AIIoT), May 2026
    DOI
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    HERO-S: QPU-Aware Energy-Latency Orchestration for AIoT Intrusion Detection
    Nirmit Hitendra Dagli, Taskin Kocak, Rongyu Lin, and 1 more author
    In 2026 IEEE International Conference on Intelligent Systems and Interdisciplinary Applications (ISAIA), Montclair, NJ, Oct 2026
    Accepted, to appear (EasyChair ID 112)
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    Comparative Study of Feature Dimensionality and Model Capacity in Earthquake Forecasting
    Aban Khan, Man-Lin Chu, Taskin Kocak, and 1 more author
    In 2026 IEEE International Conference on Intelligent Systems and Interdisciplinary Applications (ISAIA), Montclair, NJ, Oct 2026
    Accepted, to appear (EasyChair ID 120)
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    MAVIS: A Visual LLM Multi-Agent System for Marketing Analysis of Advertisement Campaigns in an AI Village
    Man-Lin Chu, Tao Li, Wanxin Ye, and 1 more author
    In 2026 IEEE International Conference on Intelligent Systems and Interdisciplinary Applications (ISAIA), Montclair, NJ, Oct 2026
    Accepted, to appear (EasyChair ID 125)

2025

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    LLM-Based Multi-Agent System for Simulating and Analyzing Marketing and Consumer Behavior
    Man-Lin Chu, Lucian Terhorst, Kadin Reed, and 3 more authors
    In 2025 IEEE International Conference on e-Business Engineering (ICEBE), Nov 2025
    DOI
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    Machine learning for 2D material-based devices
    Y Yan, Y Yang, Y Ma, and 8 more authors
    Materials Science and Engineering: R: Reports, Sep 2025
    DOI
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    Don’t train medical AI on patients’ data without their knowledge
    T Banerjee, M Shi, and R Lin
    Nature, Aug 2025

2024

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    Abstract2Appendix: Academic Reviews Enhance LLM Long-Context Capabilities
    S Li, K Kampa, R Lin, and 2 more authors
    arXiv preprint arXiv:2411.05232, Aug 2024
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    Multi-modal preference alignment remedies degradation of visual instruction tuning on language models
    S Li, R Lin, and S Pei
    Proceedings of ACL, Aug 2024
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    Multi-wavelength and broadband AlGaN-based LED for versatile and artificial UV light source
    Z Liu, Y Lu, H Cao, and 7 more authors
    Micro and Nanostructures, Aug 2024

2023

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    High-performance van der Waals antiferroelectric CuCrP2S6-based memristors
    Y Ma, Y Yan, L Luo, and 8 more authors
    Nature Communications, Aug 2023
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    Origin of interfacial charges of Al2O3/Si and Al2O3/GaN heterogeneous heterostructures
    C Wang, F AlQatari, V Khandelwal, and 2 more authors
    Applied Surface Science, Aug 2023
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    Flexible self-powered DUV photodetectors with high responsivity utilizing Ga2O3/NiO heterostructure on buffered Hastelloy substrates
    X Tang, Y Lu, R Lin, and 7 more authors
    Applied Physics Letters, Aug 2023

2022

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    Wide Bandgap Semiconductor Device Design via Machine Learning
    R Lin
    King Abdullah University of Science and Technology, Aug 2022
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    A machine learning study on superlattice electron blocking layer design for AlGaN deep ultraviolet light-emitting diodes using the stacked XGBoost/LightGBM algorithm
    R Lin, Z Liu, P Han, and 7 more authors
    Journal of Materials Chemistry C, Aug 2022

2021

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    Quasi-Epitaxial Growth of β-Ga2O3-Coated Wide Band Gap Semiconductor Tape for Flexible UV Photodetectors
    X Tang, KH Li, Y Zhao, and 7 more authors
    ACS Applied Materials & Interfaces, Aug 2021
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    Polarization modulation at last quantum barrier for high efficiency AlGaN-based UV LED
    Z Liu, Y Lu, Y Wang, and 3 more authors
    IEEE Photonics Journal, Aug 2021
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    Epitaxial growth of β-Ga2O3 (-201) thin film on four-fold symmetry CeO2 (001) substrate for heterogeneous integrations
    X Tang, KH Li, CH Liao, and 6 more authors
    Journal of Materials Chemistry C, Aug 2021
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    BAlN for III-nitride UV light-emitting diodes: undoped electron blocking layer
    W Gu, Y Lu, R Lin, and 7 more authors
    Journal of Physics D: Applied Physics, Aug 2021
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    Low resistance asymmetric III-nitride tunnel junctions designed by machine learning
    R Lin, P Han, Y Wang, and 5 more authors
    Nanomaterials, Aug 2021
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    Transverse Electric Lasing at a Record Short Wavelength 244.63 nm from GaN Quantum Wells with Weak Exciton Localization
    M Shan, Y Zhang, M Tian, and 7 more authors
    ACS Photonics, Aug 2021
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    Correction: Epitaxial growth of β-Ga2O3 (-201) thin film on four-fold symmetry CeO2 (001) substrate for heterogeneous integrations
    X Tang, KH Li, CH Liao, and 6 more authors
    Journal of Materials Chemistry C, Aug 2021

2020

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    BAlN alloy for enhanced two-dimensional electron gas characteristics of GaN/AlGaN heterostructures
    R Lin, X Liu, K Liu, and 3 more authors
    Journal of Physics D: Applied Physics, Aug 2020