Yusong Sun

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upvoted a paper about 14 hours ago

Vela: User Behavior as Supervision Sparks LLM Intelligence

Paper • 2610.14709 • Published 5 days ago • 68

upvoted a paper 14 days ago

ROSS: Relearning from Self-Generated Rollouts through Selective Supervision

Paper • 2609.35954 • Published 17 days ago • 53

upvoted 3 papers 16 days ago

Skill2Env: Capability-Oriented Environment Synthesis from Skills for General Agents

Paper • 2609.33772 • Published 18 days ago • 35

CompoWorld: Compositional Environment Scaling for General Agents

Paper • 2609.33665 • Published 18 days ago • 41

Learning to Learn from Context: Synthetic Training from Perturbed Public Documents

Paper • 2609.33642 • Published 18 days ago • 34

upvoted 2 papers about 2 months ago

PILOT in the Loop: Live Self-Improvement for Long-Horizon Agents

Paper • 2608.26530 • Published Aug 27 • 36

D^3-MOPD: Adaptive Dynamic Domain ScheDuling for Efficient Multi-Teacher Distillation

Paper • 2608.24987 • Published Aug 25 • 28

upvoted 2 papers 8 months ago

Decouple Searching from Training: Scaling Data Mixing via Model Merging for Large Language Model Pre-training

Paper • 2602.00747 • Published Jan 31 • 9

Vision-DeepResearch: Incentivizing DeepResearch Capability in Multimodal Large Language Models

Paper • 2601.22060 • Published Jan 29 • 117