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Runze Liu's picture
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Runze Liu

RyanLiu112
hamzzi's profile picture FanqingM's profile picture artaud9's profile picture
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https://ryanliu112.github.io
  • RunzeLiu112
  • RyanLiu112

AI & ML interests

LLM, RL

Recent Activity

upvoted an article 7 days ago
Deriving the PPO Loss from First Principles
upvoted a paper 10 days ago
Step-DeepResearch Technical Report
upvoted a collection 11 days ago
Physics of Language Models: Part 4.2
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Video_Geoloc's profile picture GenPRM's profile picture yxsllgz_uts_organization's profile picture Fate's profile picture

commented 2 papers 3 months ago

ASPO: Asymmetric Importance Sampling Policy Optimization

Paper • 2510.06062 • Published Oct 7, 2025 • 13 •
2

Attention as a Compass: Efficient Exploration for Process-Supervised RL in Reasoning Models

Paper • 2509.26628 • Published Sep 30, 2025 • 16 •
3
commented a paper 6 months ago

Stabilizing Knowledge, Promoting Reasoning: Dual-Token Constraints for RLVR

Paper • 2507.15778 • Published Jul 21, 2025 • 20 •
1
commented a paper 7 months ago

Scaling Image and Video Generation via Test-Time Evolutionary Search

Paper • 2505.17618 • Published May 23, 2025 • 41 •
2
commented a paper 9 months ago

GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning

Paper • 2504.00891 • Published Apr 1, 2025 • 14 •
3
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