Lu Cheng

发表论文 88 篇 · 总被引 2062 次 · h-index 18

代表论文

• SELAUR: Self Evolving LLM Agent via Uncertainty-aware Rewards (2026 · Pacific-Asia Conference on Knowledge Discovery and Data Mining · 被引 7)
• Stop When Reasoning Converges: Semantic-Preserving Early Exit for Reasoning Models (2026 · arXiv.org · 被引 5)
• When and What to Ask: AskBench and Rubric-Guided RLVR for LLM Clarification (2026 · Annual Meeting of the Association for Computational Linguistics · 被引 4)
• Poise: Position-Aware One-Instruction Skill Injection for Silent Execution on LLM Agents (2026 · 被引 4)
• Adaptive Stopping for Multi-Turn LLM Reasoning (2026 · arXiv.org · 被引 3)
• Verifiable Rewards Beyond Math and Code: Lightweight Corpus-Grounded Process Supervision for Factual Question Answering (2026 · arXiv.org · 被引 3)