RubinSun

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authored 7 papers about 12 hours ago

Controllable Preference Optimization: Toward Controllable Multi-Objective Alignment

Paper • 2402.19085 • Published Feb 29, 2024

OptDist: Learning Optimal Distribution for Customer Lifetime Value Prediction

Paper • 2408.08585 • Published Aug 16, 2024

Staying in the Sweet Spot: Responsive Reasoning Evolution via Capability-Adaptive Hint Scaffolding

Paper • 2509.06923 • Published Sep 8, 2025 • 22

Evolving LLMs' Self-Refinement Capability via Iterative Preference Optimization

Paper • 2502.05605 • Published Feb 8, 2025

Learning to Focus: Causal Attention Distillation via Gradient-Guided Token Pruning

Paper • 2506.07851 • Published Jun 9, 2025

Less Noise, More Voice: Reinforcement Learning for Reasoning via Instruction Purification

Paper • 2601.21244 • Published 14 days ago • 12

AgentSkiller: Scaling Generalist Agent Intelligence through Semantically Integrated Cross-Domain Data Synthesis

Paper • 2602.09372 • Published 2 days ago • 4

upvoted a paper about 19 hours ago

AgentSkiller: Scaling Generalist Agent Intelligence through Semantically Integrated Cross-Domain Data Synthesis

Paper • 2602.09372 • Published 2 days ago • 4

authored 2 papers 4 months ago

Cog-Rethinker: Hierarchical Metacognitive Reinforcement Learning for LLM Reasoning

Paper • 2510.15979 • Published Oct 13, 2025

CurES: From Gradient Analysis to Efficient Curriculum Learning for Reasoning LLMs

Paper • 2510.01037 • Published Oct 1, 2025 • 2

upvoted a paper 4 months ago

CurES: From Gradient Analysis to Efficient Curriculum Learning for Reasoning LLMs

Paper • 2510.01037 • Published Oct 1, 2025 • 2

commented a paper 4 months ago

CurES: From Gradient Analysis to Efficient Curriculum Learning for Reasoning LLMs

Paper • 2510.01037 • Published Oct 1, 2025 • 2 •

2

upvoted a paper 5 months ago

Staying in the Sweet Spot: Responsive Reasoning Evolution via Capability-Adaptive Hint Scaffolding

Paper • 2509.06923 • Published Sep 8, 2025 • 22

authored a paper 11 months ago

What, How, Where, and How Well? A Survey on Test-Time Scaling in Large Language Models

Paper • 2503.24235 • Published Mar 31, 2025 • 54

upvoted a paper 11 months ago

What, How, Where, and How Well? A Survey on Test-Time Scaling in Large Language Models

Paper • 2503.24235 • Published Mar 31, 2025 • 54

updated a model 11 months ago

RubinSun/rm

8B • Updated Mar 29, 2025 • 2

published a model 11 months ago

RubinSun/rm

8B • Updated Mar 29, 2025 • 2

updated a model 11 months ago

RubinSun/PPO

8B • Updated Mar 29, 2025 • 2

published a model 11 months ago

RubinSun/PPO

8B • Updated Mar 29, 2025 • 2

updated a model 11 months ago

RubinSun/ppo_dpo_aries_offline

8B • Updated Mar 29, 2025 • 1