KDD 2025 Workshop Prompt Optimization Submissions

Plan-and-Write: Structure-Guided Length Control for LLMs without Model Retraining
Adewale Akinfaderin, Shreyas Subramanian, Akarsha Sehwag
- Published: 09 Jul 2025, Last Modified: 18 Jul 2025
- KDD 2025 Workshop on Prompt Optimization Poster
- Readers: Everyone
Prompt Optimization Meets Subspace Representation Learning for Few-shot Out-of-Distribution Detection
Faizul Rakib Sayem, Shahana Ibrahim
- Published: 09 Jul 2025, Last Modified: 20 Jul 2025
- KDD 2025 Workshop on Prompt Optimization Poster
- Readers: Everyone
Experience Retrieval-Augmentation with Electronic Health Records Enables Accurate Discharge QA
Justice Ou, Tinglin Huang, Yilun Zhao, Ziyang Yu, Yuchen Kuang, Yan Zeng, Peiqing Lu, Rex Ying
- Published: 09 Jul 2025, Last Modified: 20 Jul 2025
- KDD 2025 Workshop on Prompt Optimization Poster
- Readers: Everyone
DeRAG: Black-box Adversarial Attacks on Multiple Retrieval-Augmented Generation Applications via Prompt Injection
Jerry Wang, Fang Yu
- Published: 09 Jul 2025, Last Modified: 20 Jul 2025
- KDD 2025 Workshop on Prompt Optimization Poster
- Readers: Everyone
Hierarchical Prompting Taxonomy: A Universal Evaluation Framework for Large Language Models Aligned with Human Cognitive Principles
Devichand Budagam, Ashutosh Kumar, Mahsa Khoshnoodi, Sankalp KJ, Vinija Jain, Aman Chadha
- Published: 09 Jul 2025, Last Modified: 19 Jul 2025
- KDD 2025 Workshop on Prompt Optimization Poster
- Readers: Everyone
Tournament of Prompts: Evolving LLM Instructions Through Structured Debates and Elo Ratings
Anirudh Nair, Adi Banerjee, Laurent Mombaerts, Matthew Hagen, Tarik Borogovac
- Published: 09 Jul 2025, Last Modified: 19 Jul 2025
- KDD 2025 Workshop on Prompt Optimization Poster
- Readers: Everyone
Efficient Prompt Optimization for Comparative LLM-as-a-judge through Uncertainty Estimation
Yassir Fathullah, Mark Gales
- Published: 09 Jul 2025, Last Modified: 19 Jul 2025
- KDD 2025 Workshop on Prompt Optimization Poster
- Readers: Everyone
GreenTEA: Gradient Descent with Topic-modeling and Evolutionary Auto-prompting
Zheng Dong, Luming Shang, Gabriela Olinto
- Published: 09 Jul 2025, Last Modified: 20 Jul 2025
- KDD 2025 Workshop on Prompt Optimization Poster
- Readers: Everyone
The Prompt is Mightier than the Example
Shengzhe Xu, Nikhil Muralidhar, Naren Ramakrishnan
- Published: 09 Jul 2025, Last Modified: 20 Jul 2025
- KDD 2025 Workshop on Prompt Optimization Poster
- Readers: Everyone
How and Where to Translate? The Impact of Translation Strategies in Cross-lingual LLM Prompting
Aman Gupta, Yingying Zhuang, Anurag Beniwal
- Published: 09 Jul 2025, Last Modified: 21 Jul 2025
- KDD 2025 Workshop on Prompt Optimization Poster
- Readers: Everyone
The Order Effect: Investigating Prompt Sensitivity to Input Order in LLMs
Bryan Guan, Mehdi Rezagholizadeh, Tanya G. Roosta, Peyman Passban
- Published: 09 Jul 2025, Last Modified: 20 Jul 2025
- KDD 2025 Workshop on Prompt Optimization Poster
- Readers: Everyone
State-Inference-Based Prompting for Natural Language Trading with Game NPCs
Minkyung Kim, Junsik Kim, Hwidong Bae, Woongcheol Yang, Sangdon Park, Sohee Bae
- Published: 09 Jul 2025, Last Modified: 09 Jul 2025
- KDD 2025 Workshop on Prompt Optimization Poster
- Readers: Everyone
Prompt Smart, Pay Less: Cost-Aware APO for Real-World Applications
Piyush Singh, Jayesh Choudhari, Snehal Nair, Douglas McIlwraith
- Published: 09 Jul 2025, Last Modified: 21 Jul 2025
- KDD 2025 Workshop on Prompt Optimization Poster
- Readers: Everyone