Ruizhong Qiu

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upvoted a paper 8 days ago

Agentic Reasoning for Large Language Models

Paper • 2601.12538 • Published 12 days ago • 183

upvoted a paper 16 days ago

Your Group-Relative Advantage Is Biased

Paper • 2601.08521 • Published 17 days ago • 146

upvoted a paper 2 months ago

Latent Collaboration in Multi-Agent Systems

Paper • 2511.20639 • Published Nov 25, 2025 • 121

upvoted 3 papers 4 months ago

TaTToo: Tool-Grounded Thinking PRM for Test-Time Scaling in Tabular Reasoning

Paper • 2510.06217 • Published Oct 7, 2025 • 65

Beyond Log Likelihood: Probability-Based Objectives for Supervised Fine-Tuning across the Model Capability Continuum

Paper • 2510.00526 • Published Oct 1, 2025 • 9

EPO: Entropy-regularized Policy Optimization for LLM Agents Reinforcement Learning

Paper • 2509.22576 • Published Sep 26, 2025 • 135

upvoted a paper 7 months ago

VTool-R1: VLMs Learn to Think with Images via Reinforcement Learning on Multimodal Tool Use

Paper • 2505.19255 • Published May 25, 2025 • 5

upvoted a paper 8 months ago

Saffron-1: Towards an Inference Scaling Paradigm for LLM Safety Assurance

Paper • 2506.06444 • Published Jun 6, 2025 • 73

upvoted a paper 9 months ago

RM-R1: Reward Modeling as Reasoning

Paper • 2505.02387 • Published May 5, 2025 • 80