"prompt optimization" Papers

13 papers found

AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs

Anselm Paulus, Arman Zharmagambetov, Chuan Guo et al.

ICML 2025arXiv:2404.16873
132
citations

Can Textual Gradient Work in Federated Learning?

Minghui Chen, Ruinan Jin, Wenlong Deng et al.

ICLR 2025arXiv:2502.19980
9
citations

CDW-CoT: Clustered Distance-Weighted Chain-of-Thoughts Reasoning

Yuanheng Fang, Guoqing Chao, Wenqiang Lei et al.

AAAI 2025paperarXiv:2501.12226
2
citations

Eliciting Causal Abilities in Large Language Models for Reasoning Tasks

Yajing Wang, Zongwei Luo, Jingzhe Wang et al.

AAAI 2025paperarXiv:2412.15314

How to Auto-optimize Prompts for Domain Tasks? Adaptive Prompting and Reasoning through Evolutionary Domain Knowledge Adaptation

Yang Zhao, Pu Wang, Hao Frank Yang

NEURIPS 2025arXiv:2510.21148
1
citations

Improving Text-to-Image Consistency via Automatic Prompt Optimization

Melissa Hall, Michal Drozdzal, Oscar Mañas et al.

ICLR 2025arXiv:2403.17804
71
citations

Pareto Prompt Optimization

Guang Zhao, Byung-Jun Yoon, Gilchan Park et al.

ICLR 2025
1
citations

UPRE: Zero-Shot Domain Adaptation for Object Detection via Unified Prompt and Representation Enhancement

Xiao Zhang, Fei Wei, Yong Wang et al.

ICCV 2025arXiv:2507.00721

VPO: Aligning Text-to-Video Generation Models with Prompt Optimization

Jiale Cheng, Ruiliang Lyu, Xiaotao Gu et al.

ICCV 2025arXiv:2503.20491
13
citations

A2XP: Towards Private Domain Generalization

Geunhyeok Yu, Hyoseok Hwang

CVPR 2024arXiv:2311.10339
2
citations

On Discrete Prompt Optimization for Diffusion Models

Ruochen Wang, Ting Liu, Cho-Jui Hsieh et al.

ICML 2024arXiv:2407.01606
24
citations

On Prompt-Driven Safeguarding for Large Language Models

Chujie Zheng, Fan Yin, Hao Zhou et al.

ICML 2024arXiv:2401.18018
106
citations

Reprompting: Automated Chain-of-Thought Prompt Inference Through Gibbs Sampling

Weijia Xu, Andrzej Banburski-Fahey, Nebojsa Jojic

ICML 2024arXiv:2305.09993
47
citations