Chengsong Huang

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upvoted 2 papers 2 days ago

Agents' Last Exam

Paper • 2606.05405 • Published 9 days ago • 241

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

Paper • 2606.06087 • Published 8 days ago • 59

upvoted a paper 5 days ago

AffordanceVLA: A Vision-Language-Action Model Empowering Action Generation through Affordance-Aware Understanding

Paper • 2606.06155 • Published 8 days ago • 10

upvoted a paper 7 days ago

Neural Networks Provably Learn Spectral Representations for Group Composition

Paper • 2606.02993 • Published 10 days ago • 6

upvoted a paper 8 days ago

Small RL Controller, Large Language Model: RL-Guided Adaptive Sampling for Test-Time Scaling

Paper • 2606.03102 • Published 9 days ago • 14

submitted a paper to Daily Papers 8 days ago

Small RL Controller, Large Language Model: RL-Guided Adaptive Sampling for Test-Time Scaling

Paper • 2606.03102 • Published 9 days ago • 14

upvoted 2 papers 10 days ago

Speculative Pipeline Decoding: Higher-Accruacy and Zero-Bubble Speculation via Pipeline Parallelism

Paper • 2605.30852 • Published 14 days ago • 10

ZeroUnlearn: Few-Shot Knowledge Unlearning in Large Language Models

Paper • 2605.18879 • Published 23 days ago • 8

upvoted a paper 14 days ago

Agent Explorative Policy Optimization for Multimodal Agentic Reasoning

Paper • 2605.28774 • Published 16 days ago • 90

upvoted a paper 15 days ago

Share More, Search Less: Collaborative Parallel Thinking for Efficient Test-Time Scaling

Paper • 2605.27030 • Published 17 days ago • 31

upvoted a paper 16 days ago

Language Models Need Sleep

Paper • 2605.26099 • Published 18 days ago • 12

upvoted a paper 17 days ago

SkillOpt: Executive Strategy for Self-Evolving Agent Skills

Paper • 2605.23904 • Published 21 days ago • 225

upvoted 2 papers 21 days ago

You Only Need Minimal RLVR Training: Extrapolating LLMs via Rank-1 Trajectories

Paper • 2605.21468 • Published 23 days ago • 50

The Unlearnability Phenomenon in RLVR for Language Models

Paper • 2605.16787 • Published 27 days ago • 6

upvoted a paper 23 days ago

Process Rewards with Learned Reliability

Paper • 2605.15529 • Published 28 days ago • 53

upvoted a paper about 1 month ago

G-Zero: Self-Play for Open-Ended Generation from Zero Data

Paper • 2605.09959 • Published May 11 • 17

submitted a paper to Daily Papers about 1 month ago

G-Zero: Self-Play for Open-Ended Generation from Zero Data

Paper • 2605.09959 • Published May 11 • 17

upvoted a paper about 1 month ago

LLMs Improving LLMs: Agentic Discovery for Test-Time Scaling

Paper • 2605.08083 • Published May 8 • 69

submitted a paper to Daily Papers about 1 month ago

LLMs Improving LLMs: Agentic Discovery for Test-Time Scaling

Paper • 2605.08083 • Published May 8 • 69

authored a paper about 1 month ago

Rethinking the Reranker: Boundary-Aware Evidence Selection for Robust Retrieval-Augmented Generation

Paper • 2602.03689 • Published Feb 3