Search Results for author: Zhuoshi Pan

Found 2 papers, 2 papers with code

LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression

1 code implementation • 19 Mar 2024 • Zhuoshi Pan, Qianhui Wu, Huiqiang Jiang, Menglin Xia, Xufang Luo, Jue Zhang, QIngwei Lin, Victor Rühle, Yuqing Yang, Chin-Yew Lin, H. Vicky Zhao, Lili Qiu, Dongmei Zhang

The challenge is that information entropy may be a suboptimal compression metric: (i) it only leverages unidirectional context and may fail to capture all essential information needed for prompt compression; (ii) it is not aligned with the prompt compression objective.

GSM8K Language Modelling +3

3,830

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Code

From Trojan Horses to Castle Walls: Unveiling Bilateral Backdoor Effects in Diffusion Models

1 code implementation • 4 Nov 2023 • Zhuoshi Pan, Yuguang Yao, Gaowen Liu, Bingquan Shen, H. Vicky Zhao, Ramana Rao Kompella, Sijia Liu

We show that this latter insight can be used to enhance the detection of backdoor-poisoned training data.

Backdoor Attack backdoor defense +3

Paper
Code

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