Semantic Mirror Jailbreak: Genetic Algorithm Based Jailbreak Prompts Against Open-source LLMs

no code implementations • 21 Feb 2024 • Xiaoxia Li, Siyuan Liang, Jiyi Zhang, Han Fang, Aishan Liu, Ee-Chien Chang

Large Language Models (LLMs), used in creative writing, code generation, and translation, generate text based on input sequences but are vulnerable to jailbreak attacks, where crafted prompts induce harmful outputs.

Code Generation Semantic Similarity +1

Towards Loose-Fitting Garment Animation via Generative Model of Deformation Decomposition

no code implementations • 22 Dec 2023 • Yifu Liu, Xiaoxia Li, Zhiling Luo, Wei Zhou

Existing data-driven methods for garment animation, usually driven by linear skinning, although effective on tight garments, do not handle loose-fitting garments with complex deformations well.

JCDNet: Joint of Common and Definite phases Network for Weakly Supervised Temporal Action Localization

no code implementations • 30 Mar 2023 • Yifu Liu, Xiaoxia Li, Zhiling Luo, Wei Zhou

These different actions are defined as conjoint actions, whose rest parts are definite phases, e. g., leaping over the bar in a HighJump.

Multiple Instance Learning Weakly-supervised Learning +2