Bridging Large Language Models and Optimization: A Unified Framework for Text-attributed Combinatorial Optimizationby Xia Jiang,…
SCREENER: A general framework for task-specific experiment design in quantitative MRIby Tianshu Zheng, Zican Wang,…
Dynamic Adaptive Optimization for Effective Sentiment Analysis Fine-Tuning on Large Language Modelsby Hongcheng Ding, Xuanze…
Enabling Small Models for Zero-Shot Selection and Reuse through Model Label Learningby Jia Zhang, Zhi…
Unlocking Adversarial Suffix Optimization Without Affirmative Phrases: Efficient Black-box Jailbreaking via LLM as Optimizerby Weipeng…
Solving Decision Theory Problems with Probabilistic Answer Set Programmingby Damiano Azzolini, Elena Bellodi, Rafael Kiesel,…
Dynamic Analysis and Adaptive Discriminator for Fake News Detectionby Xinqi Su, Zitong Yu, Yawen Cui,…
Flexora: Flexible Low Rank Adaptation for Large Language Modelsby Chenxing Wei, Yao Shu, Ying Tiffany…
QPO: Query-dependent Prompt Optimization via Multi-Loop Offline Reinforcement Learningby Yilun Kong, Hangyu Mao, Qi Zhao,…
Putting People in LLMs’ Shoes: Generating Better Answers via Question Rewriterby Junhao Chen, Bowen Wang,…