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Qingnan Ren — most-cited papers & profile · Computer Vision

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Qingnan Ren

7 papers · 2 citations · 1 h-index

Shandong University · Qilu Hospital of Shandong University

Google Scholar ↗Semantic Scholar ↗OpenAlex ↗

Most-cited papers

Logic-RL: Unleashing LLM Reasoning with Rule-Based Reinforcement Learning
2025 · 2 citations
Internalizing Meta-Experience into Memory for Guided Reinforcement Learning in Large Language Models
2026
ECHO-2: A Large-Scale Distributed Rollout Framework for Cost-Efficient Reinforcement Learning
2026
ECHO-2: A Large-Scale Distributed Rollout Framework for Cost-Efficient Reinforcement Learning
2026
Echo: Decoupling Inference and Training for Large-Scale RL Alignment on Heterogeneous Swarms
2025
Logic-RL: Unleashing LLM Reasoning with Rule-Based Reinforcement Learning
2025

Topics

Model-Based RL RLHF & Alignment Reinforcement Learning In-Context Learning Value-Based RAG Evaluation Efficiency Multi-Agent cs.CL