Qian Liu

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upvoted a paper 5 days ago

Group Sequence Policy Optimization

Paper • 2507.18071 • Published 7 days ago • 243

upvoted a paper 14 days ago

SWE-Perf: Can Language Models Optimize Code Performance on Real-World Repositories?

Paper • 2507.12415 • Published 14 days ago • 40

upvoted 2 papers 21 days ago

Afterburner: Reinforcement Learning Facilitates Self-Improving Code Efficiency Optimization

Paper • 2505.23387 • Published May 29 • 9

First Return, Entropy-Eliciting Explore

Paper • 2507.07017 • Published 21 days ago • 23

upvoted an article 22 days ago

view article

Article

SmolLM3: smol, multilingual, long-context reasoner

By and 22 others •

23 days ago

• 597

upvoted 3 papers 22 days ago

Agent KB: Leveraging Cross-Domain Experience for Agentic Problem Solving

Paper • 2507.06229 • Published 22 days ago • 69

CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization

Paper • 2507.06181 • Published 22 days ago • 39

A Survey on Latent Reasoning

Paper • 2507.06203 • Published 22 days ago • 85

upvoted a paper 27 days ago

ZeCO: Zero Communication Overhead Sequence Parallelism for Linear Attention

Paper • 2507.01004 • Published 29 days ago • 10

upvoted a paper 30 days ago

SPIRAL: Self-Play on Zero-Sum Games Incentivizes Reasoning via Multi-Agent Multi-Turn Reinforcement Learning

Paper • 2506.24119 • Published about 1 month ago • 46

upvoted 2 papers about 1 month ago

OctoThinker: Mid-training Incentivizes Reinforcement Learning Scaling

Paper • 2506.20512 • Published Jun 25 • 46

MMSearch-R1: Incentivizing LMMs to Search

Paper • 2506.20670 • Published Jun 25 • 60

upvoted 2 collections about 1 month ago

MiniMax-M1

Collection

MiniMax-M1, the world's first open-weight, large-scale hybrid-attention reasoning model. • 6 items • Updated 28 days ago • 110

AceReason

Collection

Math and Code reasoning model trained through reinforcement learning (RL) • 7 items • Updated 9 days ago • 13

upvoted 2 papers about 1 month ago

TaskCraft: Automated Generation of Agentic Tasks

Paper • 2506.10055 • Published Jun 11 • 32

MiniMax-M1: Scaling Test-Time Compute Efficiently with Lightning Attention

Paper • 2506.13585 • Published Jun 16 • 260

upvoted an article about 2 months ago

view article

Article

GRPO for GUI Grounding Done Right

By •

Jun 11

• 30

upvoted a collection about 2 months ago

Qwen3

Collection

80 items • Updated about 12 hours ago • 970

upvoted 2 papers about 2 months ago

Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning

Paper • 2506.01939 • Published Jun 2 • 176

ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models

Paper • 2505.24864 • Published May 30 • 133