Chengsong Huang

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upvoted a paper 3 days ago

TUA-Bench: A Benchmark for General-Purpose Terminal-Use Agents

Paper • 2606.28480 • Published 7 days ago • 44

upvoted 2 papers 23 days ago

Agents' Last Exam

Paper • 2606.05405 • Published 30 days ago • 372

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

Paper • 2606.06087 • Published 29 days ago • 66

upvoted a paper 26 days ago

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

Paper • 2606.06155 • Published 29 days ago • 10

upvoted a paper 28 days ago

Neural Networks Provably Learn Spectral Representations for Group Composition

Paper • 2606.02993 • Published about 1 month ago • 6

upvoted a paper 30 days ago

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

Paper • 2606.03102 • Published about 1 month ago • 14

upvoted 9 papers about 1 month ago

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

Paper • 2605.30852 • Published May 29 • 10

ZeroUnlearn: Few-Shot Knowledge Unlearning in Large Language Models

Paper • 2605.18879 • Published May 20 • 8

Agent Explorative Policy Optimization for Multimodal Agentic Reasoning

Paper • 2605.28774 • Published May 27 • 93

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

Paper • 2605.27030 • Published May 26 • 32

Language Models Need Sleep

Paper • 2605.26099 • Published May 25 • 13

SkillOpt: Executive Strategy for Self-Evolving Agent Skills

Paper • 2605.23904 • Published May 22 • 249

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

Paper • 2605.21468 • Published May 20 • 51

The Unlearnability Phenomenon in RLVR for Language Models

Paper • 2605.16787 • Published May 16 • 6

Process Rewards with Learned Reliability

Paper • 2605.15529 • Published May 15 • 53

upvoted 5 papers about 2 months ago

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

Paper • 2605.09959 • Published May 11 • 17

LLMs Improving LLMs: Agentic Discovery for Test-Time Scaling

Paper • 2605.08083 • Published May 8 • 70

SkillOS: Learning Skill Curation for Self-Evolving Agents

Paper • 2605.06614 • Published May 7 • 46

Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interaction

Paper • 2605.05242 • Published May 3 • 126

Nonsense Helps: Prompt Space Perturbation Broadens Reasoning Exploration

Paper • 2605.05566 • Published May 7 • 38