Large Language Model Enhanced Particle Swarm Optimization for Hyperparameter Tuning for Deep Learning ModelsIEEE Open Journal of the Computer Society (JOCS), 2025 |
Can Textual Gradient Work in Federated Learning?International Conference on Learning Representations (ICLR), 2025 |
SR: Teaching LLMs to Self-verify and Self-correct via Reinforcement LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 |
StraGo: Harnessing Strategic Guidance for Prompt OptimizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Yurong Wu Yan Gao Bin Benjamin Zhu Zineng Zhou Xiaodi Sun Sheng Yang Jian-Guang Lou Zhiming Ding Linjun Yang |
AgentSquare: Automatic LLM Agent Search in Modular Design SpaceInternational Conference on Learning Representations (ICLR), 2024 |
A LLM-Powered Automatic Grading Framework with Human-Level Guidelines OptimizationEducational Data Mining (EDM), 2024 |