M. Zhang

Multi-objective optimization algorithm based on improved particle swarm in cloud computing environment

2018 · Discrete and Continuous Dynamical Systems - S

In cloud computing environment, in order to optimize the deployment scheduling of resources, it is necessary to improve the accuracy of the optimal solution, guarantee the convergence ability of the algorithm, and improve the performance …

Concise and Precise Context Compression for Tool-Using Language Models

2024

Yang Xu, Yunlong Feng, Honglin Mu, Yutai Hou, Yitong Li, Xinghao Wang, Wanjun Zhong, Zhongyang Li, Dandan Tu, Qingfu Zhu, Min Zhang, Wanxiang Che. Findings of the Association for Computational Linguistics: ACL 2024. 2024.

Jailbreak Attacks and Defenses against Multimodal Generative Models: A Survey

2024 · arXiv (Cornell University)

The rapid evolution of multimodal foundation models has led to significant advancements in cross-modal understanding and generation across diverse modalities, including text, images, audio, and video. However, these models remain susceptible to jailbreak attacks, which …

Improving the Transformer Translation Model with Document-Level Context

2018

Although the Transformer translation model In this work, we extend the Transformer model with a new context encoder to represent document-level context, which is then incorporated into the original encoder and decoder. As large-scale document-level …