Ganqu Cui

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upvoted 5 papers 4 months ago

SimpleVLA-RL: Scaling VLA Training via Reinforcement Learning

Paper • 2509.09674 • Published Sep 11 • 80

A Survey of Reinforcement Learning for Large Reasoning Models

Paper • 2509.08827 • Published Sep 10 • 190

HiPhO: How Far Are (M)LLMs from Humans in the Latest High School Physics Olympiad Benchmark?

Paper • 2509.07894 • Published Sep 9 • 31

Intern-S1: A Scientific Multimodal Foundation Model

Paper • 2508.15763 • Published Aug 21 • 259

SSRL: Self-Search Reinforcement Learning

Paper • 2508.10874 • Published Aug 14 • 97

upvoted a paper 6 months ago

RLPR: Extrapolating RLVR to General Domains without Verifiers

Paper • 2506.18254 • Published Jun 23 • 31

upvoted a collection 7 months ago

MiniCPM4

Collection

MiniCPM4: Ultra-Efficient LLMs on End Devices • 29 items • Updated Sep 8 • 82

upvoted 3 papers 7 months ago

Advancing Multimodal Reasoning: From Optimized Cold Start to Staged Reinforcement Learning

Paper • 2506.04207 • Published Jun 4 • 48

The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models

Paper • 2505.22617 • Published May 28 • 131

Scaling Reasoning, Losing Control: Evaluating Instruction Following in Large Reasoning Models

Paper • 2505.14810 • Published May 20 • 62

upvoted 2 papers 8 months ago

TTRL: Test-Time Reinforcement Learning

Paper • 2504.16084 • Published Apr 22 • 120

Learning to Reason under Off-Policy Guidance

Paper • 2504.14945 • Published Apr 21 • 88

upvoted a paper 9 months ago

A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond

Paper • 2503.21614 • Published Mar 27 • 42

upvoted 2 papers 10 months ago

Technologies on Effectiveness and Efficiency: A Survey of State Spaces Models

Paper • 2503.11224 • Published Mar 14 • 28

Liger: Linearizing Large Language Models to Gated Recurrent Structures

Paper • 2503.01496 • Published Mar 3 • 18

upvoted 3 papers 11 months ago

LASP-2: Rethinking Sequence Parallelism for Linear Attention and Its Hybrid

Paper • 2502.07563 • Published Feb 11 • 23

UltraIF: Advancing Instruction Following from the Wild

Paper • 2502.04153 • Published Feb 6 • 24

Process Reinforcement through Implicit Rewards

Paper • 2502.01456 • Published Feb 3 • 61

upvoted a paper about 1 year ago

Free Process Rewards without Process Labels

Paper • 2412.01981 • Published Dec 2, 2024 • 34

upvoted a paper over 1 year ago

Advancing LLM Reasoning Generalists with Preference Trees

Paper • 2404.02078 • Published Apr 2, 2024 • 46