Rui Pan

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upvoted a paper 30 days ago

ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration

Paper • 2511.21689 • Published Nov 26, 2025 • 111

upvoted 2 papers about 1 month ago

Nemotron-Flash: Towards Latency-Optimal Hybrid Small Language Models

Paper • 2511.18890 • Published Nov 24, 2025 • 32

V-ReasonBench: Toward Unified Reasoning Benchmark Suite for Video Generation Models

Paper • 2511.16668 • Published Nov 20, 2025 • 54

upvoted a paper 2 months ago

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

Paper • 2510.15110 • Published Oct 16, 2025 • 15

authored a paper 3 months ago

GAR: Generative Adversarial Reinforcement Learning for Formal Theorem Proving

Paper • 2510.11769 • Published Oct 13, 2025 • 25

upvoted 3 papers 3 months ago

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

Paper • 2510.12693 • Published Oct 14, 2025 • 27

GAR: Generative Adversarial Reinforcement Learning for Formal Theorem Proving

Paper • 2510.11769 • Published Oct 13, 2025 • 25

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

Paper • 2509.22576 • Published Sep 26, 2025 • 134

upvoted a paper 4 months ago

Beyond Correctness: Harmonizing Process and Outcome Rewards through RL Training

Paper • 2509.03403 • Published Sep 3, 2025 • 22

upvoted a paper 6 months ago

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

Paper • 2506.18945 • Published Jun 23, 2025 • 40

upvoted 3 papers 7 months ago

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

Paper • 2506.06444 • Published Jun 6, 2025 • 73

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

Paper • 2505.24846 • Published May 30, 2025 • 15

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

Paper • 2505.24864 • Published May 30, 2025 • 143

upvoted a paper 9 months ago

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

Paper • 2504.13161 • Published Apr 17, 2025 • 93

published a dataset 10 months ago

research4pan/raw-instinctive-bias

Preview • Updated Mar 16, 2025 • 2.19k

updated a dataset 10 months ago

research4pan/raw-instinctive-bias

Preview • Updated Mar 16, 2025 • 2.19k

upvoted 2 papers 10 months ago

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

Paper • 2503.00808 • Published Mar 2, 2025 • 56

Self-rewarding correction for mathematical reasoning

Paper • 2502.19613 • Published Feb 26, 2025 • 82

upvoted a paper 12 months ago

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

Paper • 2501.06842 • Published Jan 12, 2025 • 16

upvoted a paper about 1 year ago

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

Paper • 2412.13795 • Published Dec 18, 2024 • 20