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Ximing Lu — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Ximing Lu
15
papers ·
76
citations ·
17
h-index
University of Washington
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Quark: Controllable Text Generation with Reinforced Unlearning
2022 · 45 citations
Scaling Up RL: Unlocking Diverse Reasoning in LLMs via Prolonged Training
2025
ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration
2025
BroRL: Scaling Reinforcement Learning via Broadened Exploration
2025
DLER: Doing Length pEnalty Right - Incentivizing More Intelligence per Token via Reinforcement Learning
2025
DeepSearch: Overcome the Bottleneck of Reinforcement Learning with Verifiable Rewards via Monte Carlo Tree Search
2025
ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models
2025
Top co-authors
Jan Kautz
· 5
Mingjie Liu
· 5
Shizhe Diao
· 5
Pavlo Molchanov
· 4
Yejin Choi
· 4
Jian Hu
· 3
Xin Dong
· 2
Yejin Choi
· 2
Yi Dong
· 2
Aaron Tu
· 1
Alexander Bukharin
· 1
David Mosallanezhad
· 1
Topics
RLHF & Alignment
Model-Based RL
Exploration
Policy Gradient
Value-Based
Safe RL