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Institute of Industrial Intelligence and Green Energy

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Collaborations and top research areas from the last five years

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  • hls4ml: A Flexible, Open Source Platform for Deep Learning Acceleration on Reconfigurable Hardware

    Schulte, J. F., Ramhorst, B., Sun, C., Mitrevski, J., Ghielmetti, N., Lupi, E., Danopoulos, D., Lončar, V., Duarte, J., Burnette, D., Laatu, L., Tzelepis, S., Axiotis, K., Berthet, Q., Wang, H., White, P., Demirsoy, S., Colombo, M., Aarrestad, T. K. & Summers, S. & 33 others, Pierini, M., Di Guglielmo, G., Ngadiuba, J., Campos, J., Hawks, B., Gandrakota, A., Fahim, F., Tran, N., Constantinides, G. A., Que, Z., Luk, W., Tapper, A., Hoang, D., Paladino, N., Harris, P. C., Lai, B. C., Valentin, M., Forelli, R., Ogrenci, S., Gerlach, L., Brooks Flynn, R., Liu, M., Diaz, D., Koda, E. E., Quinnan, M., Solares, R. M., Parajuli, S., Neubauer, M. S., Herwig, C., Tsoi, H. F., Rankin, D., Hsu, S. C. & Hauck, S., Jun 2026, In: ACM Transactions on Reconfigurable Technology and Systems. 19, 2, 19.

    Research output: Contribution to journal › Article › peer-review

    3 Scopus citations

  • Lightweight Object-Detection Model on Edge Devices for Safety and Security Applications

    Lin, Y. W., Zhuang, D. S. & Hsieh, C. H., 2026, Mobile Internet Security - The 8th International Conference, MobiSec 2024, Revised Selected Papers. Jo, H., Shin, S., Merlo, A. & You, I. (eds.). Springer Science and Business Media Deutschland GmbH, p. 301-313 13 p. (Communications in Computer and Information Science; vol. 2597 CCIS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Mosaic: A Cognitive Memory Orchestration Framework for GenAI-Assisted 5G-Advanced Network Operations

    Kuo, T. T. & Lin, C. Y., 2026, INFOCOM 2026 - IEEE Conference on Computer Communications. Institute of Electrical and Electronics Engineers Inc., (Proceedings - IEEE INFOCOM).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

View all 600 Research outputs
View all 8 prizes