Zhan ZHUANG

Zhan ZHUANG, 庄湛

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20242025

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  • Come Together, But Not Right Now: A Progressive Strategy to Boost Low-Rank Adaptation

    Zhuang, Z., Wang, X., Li, W., Zhang, Y., Huang, Q., Chen, S., Wang, X., Wei, Y., Nie, Y., Ma, K., Zhang, Y. & Wei, Y., 2025, Proceedings of the 42nd International Conference on Machine Learning. Singh, A., Fazel, M., Hsu, D., Lacoste-Julien, S., Berkenkamp, F., Maharaj, T., Wagstaff, K. & Zhu, J. (eds.). PMLR, p. 80533-80550 (Proceedings of Machine Learning Research; vol. 267).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Open Access
  • HiRA: Parameter-Efficient Hadamard High-Rank Adaptation for Large Language Models

    Huang, Q., Ko, T., Zhuang, Z., Tang, L. & Zhang, Y., 25 Apr 2025, International Conference on Representation Learning 2025 (ICLR 2025). Yue, Y., Garg, A., Peng, N., Sha, F. & Yu, R. (eds.). International Conference on Learning Representations, ICLR, p. 83935-83954 (International Conference on Learning Representations, ICLR).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Open Access
    7 Citations (Scopus)
  • Moonshine: Distilling Game Content Generators into Steerable Generative Models

    Nie, Y. (Co-first Author), Middleton, M. (Co-first Author), Merino, T., Kanagaraja, N., Kumar, A., Zhuang, Z. & Togelius, J., 2025, Proceedings of the 39th Annual AAAI Conference on Artificial Intelligence. Walsh, T., Shah, J. & Kolter, Z. (eds.). Washington, DC: AAAI Press, p. 14344-14351 (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 39, no. 13).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Open Access
    1 Citation (Scopus)
  • MTSAM: MULTI-TASK FINE-TUNING FOR SEGMENT ANYTHING MODEL

    Wang, X., Zhuang, Z., Ye, F. & Zhang, Y., Apr 2025, International Conference on Representation Learning 2025 (ICLR 2025). Yue, Y., Garg, A., Peng, N., Sha, F. & Yu, R. (eds.). International Conference on Learning Representations, ICLR, 22 p. (International Conference on Learning Representations).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Open Access
    2 Citations (Scopus)
  • Open Your Eyes: Vision Enhances Message Passing Neural Networks in Link Prediction

    Wei, Y., Wang, X., Zhuang, Z., Chen, Y., Chen, S., Zhang, Y., Kwok, J. & Zhang, Y., 2025, Proceedings of the 42nd International Conference on Machine Learning. Singh, A., Fazel, M., Hsu, D., Lacoste-Julien, S., Berkenkamp, F., Maharaj, T., Wagstaff, K. & Zhu, J. (eds.). PMLR, Vol. 267. p. 66259-66279 21 p.

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Open Access