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Tianao Zhang

I am a second-year undergraduate student at the School of Ocean and Civil Engineering, Shanghai Jiao Tong University (SJTU), advised by Prof. Yulun Zhang.

My research interests lie in LLM/VLM model compression and acceleration, including techniques such as binarization and post-training quantization. Additionally, I focus on AI-generated content (AIGC).

News

May 24, 2025 项目《新型大语言模型二值化压缩技术》荣获第十九届“挑战杯”上海市大学生课外学术科技作品竞赛特等奖
Jan 23, 2025 Our paper ARB-LLM is accepted by ICLR 2025.

Publications

* Corresponding Author(s)

  1. ICLR
    ARB-LLM: Alternating Refined Binarizations for Large Language Models
    Zhiteng Li, Xianglong Yan, Tianao Zhang, Haotong Qin, Dong Xie, Jiang Tian, Zhongchao Shi, Linghe Kong*, Yulun Zhang*, and Xiaokang Yang
    In International Conference on Learning Representations, 2025
    PDF Code
  2. arXiv
    Progressive Binarization with Semi-Structured Pruning for LLMs
    Xianglong Yan, Tianao Zhang, Zhiteng Li, and Yulun Zhang*
    arXiv preprint arXiv:2502.01705, 2025
    PDF Code
  3. arXiv
    ReCalKV: Low-Rank KV Cache Compression via Head Reordering and Offline Calibration
    Xianglong Yan, Zhiteng Li, Tianao Zhang, Linghe Kong, Yulun Zhang*, and Xiaokang Yang
    arXiv preprint arXiv:2505.24357, 2025
    PDF Code