Zongyu Wu

机构：Penn State University

发表论文 26 篇 · 总被引 495 次 · h-index 10

代表论文

• A Comprehensive Survey of Small Language Models in the Era of Large Language Models: Techniques, Enhancements, Applications, Collaboration with LLMs, and Trustworthiness (2024 · ACM Transactions on Intelligent Systems and Technology · 被引 256)
• Catastrophic Failure of LLM Unlearning via Quantization (2024 · International Conference on Learning Representations · 被引 78)
• Universal Prompt Optimizer for Safe Text-to-Image Generation (2024 · North American Chapter of the Association for Computational Linguistics · 被引 30)
• Decoding Time Series with LLMs: A Multi-Agent Framework for Cross-Domain Annotation (2024 · Conference of the European Chapter of the Association for Computational Linguistics · 被引 26)
• LLM and GNN Are Complementary: Distilling LLM for Multimodal Graph Learning (2024 · BigData Congress [Services Society] · 被引 25)
• A Comprehensive Survey on Reinforcement Learning-based Agentic Search: Foundations, Roles, Optimizations, Evaluations, and Applications (2025 · arXiv.org · 被引 23)