Search Results for author: XIAOYU GUO

Found 9 papers, 2 papers with code

JailBreakV-28K: A Benchmark for Assessing the Robustness of MultiModal Large Language Models against Jailbreak Attacks

no code implementations3 Apr 2024 Weidi Luo, Siyuan Ma, Xiaogeng Liu, XIAOYU GUO, Chaowei Xiao

With the rapid advancements in Multimodal Large Language Models (MLLMs), securing these models against malicious inputs while aligning them with human values has emerged as a critical challenge.

Prompt What You Need: Enhancing Segmentation in Rainy Scenes with Anchor-based Prompting

no code implementations6 May 2023 XIAOYU GUO, Xiang Wei, Qi Su, Huiqin Zhao, Shunli Zhang

Semantic segmentation in rainy scenes is a challenging task due to the complex environment, class distribution imbalance, and limited annotated data.

Segmentation Semantic Segmentation

Cluster-based Deep Ensemble Learning for Emotion Classification in Internet Memes

no code implementations16 Feb 2023 XIAOYU GUO, Jing Ma, Arkaitz Zubiaga

Memes have gained popularity as a means to share visual ideas through the Internet and social media by mixing text, images and videos, often for humorous purposes.

Clustering Emotion Classification +1

Data-Driven Load-Current Sharing Control for Multi-Stack Fuel Cell System with Circulating Current Mitigation

no code implementations29 Jan 2023 Yiqiao Xu, XIAOYU GUO, Zhen Dong, Zhengtao Ding, Alessandra Parisio

The Multi-stack Fuel Cell System (MFCS), which is an assembly of FC stacks, can be a remedy for obstacles in high-power applications.

From Knowledge Map to Mind Map: Artificial Imagination

no code implementations4 Mar 2019 Ruixue Liu, Baoyang Chen, XIAOYU GUO, Yan Dai, Meng Chen, Zhijie Qiu, Xiaodong He

Imagination is one of the most important factors which makes an artistic painting unique and impressive.

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