Prince Wang

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upvoted 4 papers 2 months ago

LatentSkill: From In-Context Textual Skills to In-Weight Latent Skills for LLM Agents

Paper • 2606.06087 • Published Jun 4 • 67

SWE-Explore: Benchmarking How Coding Agents Explore Repositories

Paper • 2606.07297 • Published Jun 5 • 123

On the Geometry of On-Policy Distillation

Paper • 2606.07082 • Published Jun 5 • 75

SkillAdaptor: Self-Adapting Skills for LLM Agents from Trajectories

Paper • 2606.01311 • Published May 31 • 37

upvoted a paper 3 months ago

π-Bench: Evaluating Proactive Personal Assistant Agents in Long-Horizon Workflows

Paper • 2605.14678 • Published May 19 • 108

upvoted 5 papers 4 months ago

KnowRL: Boosting LLM Reasoning via Reinforcement Learning with Minimal-Sufficient Knowledge Guidance

Paper • 2604.12627 • Published Apr 14 • 102

Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe

Paper • 2604.13016 • Published Apr 14 • 114

Multi-User Large Language Model Agents

Paper • 2604.08567 • Published Mar 19 • 28

AgentSocialBench: Evaluating Privacy Risks in Human-Centered Agentic Social Networks

Paper • 2604.01487 • Published Apr 1 • 11

SLEA-RL: Step-Level Experience Augmented Reinforcement Learning for Multi-Turn Agentic Training

Paper • 2603.18079 • Published Mar 18 • 1