Qi He

发表论文 34 篇 · 总被引 565 次 · h-index 11

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)
• Stepwise Perplexity-Guided Refinement for Efficient Chain-of-Thought Reasoning in Large Language Models (2025 · Annual Meeting of the Association for Computational Linguistics · 被引 45)
• A Survey on Small Language Models in the Era of Large Language Models: Architecture, Capabilities, and Trustworthiness (2025 · Knowledge Discovery and Data Mining · 被引 32)
• A Comprehensive Survey on Reinforcement Learning-based Agentic Search: Foundations, Roles, Optimizations, Evaluations, and Applications (2025 · arXiv.org · 被引 23)
• Reasoning with Graphs: Structuring Implicit Knowledge to Enhance LLMs Reasoning (2025 · Annual Meeting of the Association for Computational Linguistics · 被引 22)
• A General Framework to Enhance Fine-tuning-based LLM Unlearning (2025 · Annual Meeting of the Association for Computational Linguistics · 被引 15)