Rui Pan

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upvoted a paper 7 days ago

DLER: Doing Length pEnalty Right - Incentivizing More Intelligence per Token via Reinforcement Learning

Paper • 2510.15110 • Published 11 days ago • 15

authored a paper 13 days ago

GAR: Generative Adversarial Reinforcement Learning for Formal Theorem Proving

Paper • 2510.11769 • Published 14 days ago • 25

upvoted 2 papers 13 days ago

ERA: Transforming VLMs into Embodied Agents via Embodied Prior Learning and Online Reinforcement Learning

Paper • 2510.12693 • Published 13 days ago • 26

GAR: Generative Adversarial Reinforcement Learning for Formal Theorem Proving

Paper • 2510.11769 • Published 14 days ago • 25

upvoted a paper 28 days ago

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

Paper • 2509.22576 • Published Sep 26 • 132

upvoted a paper about 2 months ago

Beyond Correctness: Harmonizing Process and Outcome Rewards through RL Training

Paper • 2509.03403 • Published Sep 3 • 21

upvoted a paper 4 months ago

Chain-of-Experts: Unlocking the Communication Power of Mixture-of-Experts Models

Paper • 2506.18945 • Published Jun 23 • 40

upvoted 3 papers 5 months ago

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

Paper • 2506.06444 • Published Jun 6 • 73

MiCRo: Mixture Modeling and Context-aware Routing for Personalized Preference Learning

Paper • 2505.24846 • Published May 30 • 15

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

Paper • 2505.24864 • Published May 30 • 138

upvoted a paper 6 months ago

CLIMB: CLustering-based Iterative Data Mixture Bootstrapping for Language Model Pre-training

Paper • 2504.13161 • Published Apr 17 • 93

published a dataset 8 months ago

research4pan/raw-instinctive-bias

Preview • Updated Mar 16 • 534

updated a dataset 8 months ago

research4pan/raw-instinctive-bias

Preview • Updated Mar 16 • 534

upvoted 2 papers 8 months ago

Predictive Data Selection: The Data That Predicts Is the Data That Teaches

Paper • 2503.00808 • Published Mar 2 • 56

Self-rewarding correction for mathematical reasoning

Paper • 2502.19613 • Published Feb 26 • 83

upvoted 2 papers 10 months ago

SPAM: Spike-Aware Adam with Momentum Reset for Stable LLM Training

Paper • 2501.06842 • Published Jan 12 • 16

Mix-LN: Unleashing the Power of Deeper Layers by Combining Pre-LN and Post-LN

Paper • 2412.13795 • Published Dec 18, 2024 • 20

authored a paper about 1 year ago

Personalized Visual Instruction Tuning

Paper • 2410.07113 • Published Oct 9, 2024 • 70

upvoted a paper about 1 year ago

Personalized Visual Instruction Tuning

Paper • 2410.07113 • Published Oct 9, 2024 • 70

upvoted a paper over 1 year ago

TheoremLlama: Transforming General-Purpose LLMs into Lean4 Experts

Paper • 2407.03203 • Published Jul 3, 2024 • 12