Zhuoshi Pan (็›˜ๅ“ๅฎž in Chinese) is currently a graduate student at School of Information Science and Technology (SIST) in Tsinghua University (THU), supervised by Prof. H. Vicky Zhao. He got the B.E. degree from School of Information Science and Technology (SIST), Tsinghua University (THU) in 2023.

His researches focus on natural language processing and efficient LLM.

๐Ÿ”ฅ News

  • 2024.03: ย  One paper about efficient LLM was submitted to Arxiv.
  • 2023.11: ย  One paper about data poisoning on Diffusion Models was submitted to Arxiv.
  • 2023.10: ย ๐ŸŽ‰๐ŸŽ‰ One paper accepted by NeurIPS 2023 Workshop on BUGS. Thanks for all collaborators!

๐Ÿ“ Publications

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LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression
Zhuoshi Pan, Qianhui Wu, Huiqiang Jiang, Menglin Xia, Xufang Luo, Jue Zhang, Qingwei Lin, Victor Rรผhle, Yuqing Yang, Chin-Yew Lin, H. Vicky Zhao, Lili Qiu, Dongmei Zhang

Project | | Hugging Face

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From Trojan Horses to Castle Walls: Unveiling Bilateral Backdoor Effects in Diffusion Models
Zhuoshi Pan(co-first author), Yuguang Yao, Gaowen Liu, Bingquan Shen, H. Vicky Zhao, Ramana Rao Kompella, Sijia Liu

Project |

๐ŸŽ– Honors and Awards

  • 2020~2022, Academic Excellence Scholarship, THU.
  • 2019, Freshman Scholarship, THU.

๐Ÿ“– Educations

  • 2023.09 - Now, graduate student in the School of Information Science and Technology (SIST), Tsinghua University (THU).
  • 2019.09 - 2023.06, undergraduate student in the School of Information Science and Technology (SIST), Tsinghua University (THU).