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Qian Liu — most-cited papers & profile · Graph Learning
← authors
·
overview
Qian Liu
21
papers ·
635
citations ·
86
h-index
Guiyang College of Traditional Chinese Medicine · Guangdong Medical College · Shanghai Xuhui Central Hospital · Dongguan People’s Hospital · Marine Biology Institute of Shandong Province · Nano Carbon (Poland) · Southwest Jiaotong University
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Most-cited papers
SimpleRL-Zoo: Investigating and Taming Zero Reinforcement Learning for Open Base Models in the Wild
2025 · 471 citations
Hyperentanglement purification for two-photon six-qubit quantum systems
2016 · 93 citations
StarCoder 2 and The Stack v2: The Next Generation
2024 · 59 citations
Mercury: A Code Efficiency Benchmark for Code Large Language Models
2024 · 7 citations
CodeArena: A Collective Evaluation Platform for LLM Code Generation
2025 · 2 citations
Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?
2024 · 2 citations
On Grounded Planning for Embodied Tasks with Language Models
2022 · 1 citations
The Optimal Token Baseline: Variance Reduction for Long-Horizon LLM-RL
2026
Trust Region Masking for Long-Horizon LLM Reinforcement Learning
2025
The Optimal Token Baseline: Variance Reduction for Long-Horizon LLM-RL
2026
TreePO: Bridging the Gap of Policy Optimization and Efficacy and Inference Efficiency with Heuristic Tree-based Modeling
2025
History Rhymes: Accelerating LLM Reinforcement Learning with RhymeRL
2025
SkyLadder: Better and Faster Pretraining via Context Window Scheduling
2025
SimpleRL-Zoo: Investigating and Taming Zero Reinforcement Learning for Open Base Models in the Wild
2025
SWE-Perf: Can Language Models Optimize Code Performance on Real-World Repositories?
2025
Topics
Code Models
Code Generation
Software Engineering
RLHF & Alignment
Model-Based RL
Value-Based
Efficiency
Training Techniques
Policy Gradient
Code Translation