Search Results for author: Xiangyu Zhou

Found 6 papers, 2 papers with code

Learning to Poison Large Language Models During Instruction Tuning

1 code implementation21 Feb 2024 Yao Qiang, Xiangyu Zhou, Saleh Zare Zade, Mohammad Amin Roshani, Douglas Zytko, Dongxiao Zhu

The advent of Large Language Models (LLMs) has marked significant achievements in language processing and reasoning capabilities.

Data Poisoning

Hijacking Large Language Models via Adversarial In-Context Learning

1 code implementation16 Nov 2023 Yao Qiang, Xiangyu Zhou, Dongxiao Zhu

In-context learning (ICL) has emerged as a powerful paradigm leveraging LLMs for specific tasks by utilizing labeled examples as demonstrations in the precondition prompts.

In-Context Learning Specificity

DGP-Net: Dense Graph Prototype Network for Few-Shot SAR Target Recognition

no code implementations19 Feb 2023 Xiangyu Zhou, QianRu Wei, Yuhui Zhang

The inevitable feature deviation of synthetic aperture radar (SAR) image due to the special imaging principle (depression angle variation) leads to poor recognition accuracy, especially in few-shot learning (FSL).

Few-Shot Learning

On the restriction formula

no code implementations20 Jan 2021 Xiankui Meng, Xiangyu Zhou

Let $\varphi$ be a quasi-psh function on a complex manifold $X$ and let $S\subset X$ be a complex submanifold.

Complex Variables

Context-aware Attention Model for Coreference Resolution

no code implementations25 Sep 2019 Yufei Li, Xiangyu Zhou, Jie Ma, Yu Long, Xuan Wang, Chen Li

Coreference resolution is an important task for gaining more complete understanding about texts by artificial intelligence.

coreference-resolution

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