Chengsong Huang

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upvoted a paper 6 days ago

SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning

Paper • 2602.08234 • Published 8 days ago • 64

upvoted a paper 8 days ago

EgoAVU: Egocentric Audio-Visual Understanding

Paper • 2602.06139 • Published 11 days ago • 12

upvoted a paper 9 days ago

Dr. Kernel: Reinforcement Learning Done Right for Triton Kernel Generations

Paper • 2602.05885 • Published 11 days ago • 28

upvoted a paper 10 days ago

Context Forcing: Consistent Autoregressive Video Generation with Long Context

Paper • 2602.06028 • Published 11 days ago • 35

upvoted 2 papers 11 days ago

Reinforced Attention Learning

Paper • 2602.04884 • Published 12 days ago • 27

Steering LLMs via Scalable Interactive Oversight

Paper • 2602.04210 • Published 13 days ago • 18

upvoted a paper 12 days ago

Training Data Efficiency in Multimodal Process Reward Models

Paper • 2602.04145 • Published 13 days ago • 76

upvoted 2 papers 13 days ago

Parallel-Probe: Towards Efficient Parallel Thinking via 2D Probing

Paper • 2602.03845 • Published 13 days ago • 26

Learning Query-Specific Rubrics from Human Preferences for DeepResearch Report Generation

Paper • 2602.03619 • Published 14 days ago • 26

upvoted a paper 14 days ago

Golden Goose: A Simple Trick to Synthesize Unlimited RLVR Tasks from Unverifiable Internet Text

Paper • 2601.22975 • Published 18 days ago • 99

upvoted a paper 15 days ago

TTCS: Test-Time Curriculum Synthesis for Self-Evolving

Paper • 2601.22628 • Published 18 days ago • 34

upvoted 2 papers 20 days ago

HalluCitation Matters: Revealing the Impact of Hallucinated References with 300 Hallucinated Papers in ACL Conferences

Paper • 2601.18724 • Published 21 days ago • 7

A Pragmatic VLA Foundation Model

Paper • 2601.18692 • Published 21 days ago • 46

upvoted a paper 26 days ago

Agentic Reasoning for Large Language Models

Paper • 2601.12538 • Published 29 days ago • 195

upvoted a paper 27 days ago

Multiplex Thinking: Reasoning via Token-wise Branch-and-Merge

Paper • 2601.08808 • Published Jan 13 • 39

upvoted a paper 28 days ago

Unlocking Implicit Experience: Synthesizing Tool-Use Trajectories from Text

Paper • 2601.10355 • Published Jan 15 • 39

upvoted a paper 29 days ago

Your Group-Relative Advantage Is Biased

Paper • 2601.08521 • Published Jan 13 • 152

upvoted 3 papers about 1 month ago

Alterbute: Editing Intrinsic Attributes of Objects in Images

Paper • 2601.10714 • Published Jan 15 • 31

Controlled Self-Evolution for Algorithmic Code Optimization

Paper • 2601.07348 • Published Jan 12 • 114

Dr. Zero: Self-Evolving Search Agents without Training Data

Paper • 2601.07055 • Published Jan 11 • 20