Ganqu Cui

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authored a paper about 22 hours ago

V-GameGym: Visual Game Generation for Code Large Language Models

Paper • 2509.20136 • Published 3 days ago • 8

authored a paper 3 days ago

MiniCPM-V 4.5: Cooking Efficient MLLMs via Architecture, Data, and Training Recipe

Paper • 2509.18154 • Published 11 days ago • 44

authored a paper 8 days ago

FlowRL: Matching Reward Distributions for LLM Reasoning

Paper • 2509.15207 • Published 9 days ago • 100

authored a paper 4 months ago

The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models

Paper • 2505.22617 • Published May 28 • 130

authored 2 papers 5 months ago

TTRL: Test-Time Reinforcement Learning

Paper • 2504.16084 • Published Apr 22 • 119

Learning to Reason under Off-Policy Guidance

Paper • 2504.14945 • Published Apr 21 • 88

authored a paper 6 months ago

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

Paper • 2503.21614 • Published Mar 27 • 41

authored 2 papers 8 months ago

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

authored 3 papers 10 months ago

RLAIF-V: Aligning MLLMs through Open-Source AI Feedback for Super GPT-4V Trustworthiness

Paper • 2405.17220 • Published May 27, 2024 • 1

UltraMedical: Building Specialized Generalists in Biomedicine

Paper • 2406.03949 • Published Jun 6, 2024

Free Process Rewards without Process Labels

Paper • 2412.01981 • Published Dec 2, 2024 • 34

authored 6 papers over 1 year ago

Tool Learning with Foundation Models

Paper • 2304.08354 • Published Apr 17, 2023 • 3

Exploring the Universal Vulnerability of Prompt-based Learning Paradigm

Paper • 2204.05239 • Published Apr 11, 2022

UltraFeedback: Boosting Language Models with High-quality Feedback

Paper • 2310.01377 • Published Oct 2, 2023 • 5

Mastering Text, Code and Math Simultaneously via Fusing Highly Specialized Language Models

Paper • 2403.08281 • Published Mar 13, 2024

Advancing LLM Reasoning Generalists with Preference Trees

Paper • 2404.02078 • Published Apr 2, 2024 • 46

MiniCPM: Unveiling the Potential of Small Language Models with Scalable Training Strategies

Paper • 2404.06395 • Published Apr 9, 2024 • 22

authored a paper almost 2 years ago

RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback

Paper • 2312.00849 • Published Dec 1, 2023 • 12