hangyu guo

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upvoted 2 papers about 16 hours ago

Code2World: A GUI World Model via Renderable Code Generation

Paper • 2602.09856 • Published 1 day ago • 167

SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning

Paper • 2602.08234 • Published 3 days ago • 55

upvoted 2 papers 8 days ago

Vision-DeepResearch Benchmark: Rethinking Visual and Textual Search for Multimodal Large Language Models

Paper • 2602.02185 • Published 9 days ago • 125

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

Paper • 2601.22060 • Published 13 days ago • 150

upvoted a paper 9 days ago

Kimi K2.5: Visual Agentic Intelligence

Paper • 2602.02276 • Published 9 days ago • 224

upvoted a paper 10 days ago

ASTRA: Automated Synthesis of agentic Trajectories and Reinforcement Arenas

Paper • 2601.21558 • Published 13 days ago • 58

liked a model 12 days ago

moonshotai/Kimi-K2.5

Image-Text-to-Text • 171B • Updated 7 days ago • 504k • • 2.03k

upvoted a paper 15 days ago

daVinci-Dev: Agent-native Mid-training for Software Engineering

Paper • 2601.18418 • Published 16 days ago • 124

upvoted 2 papers 20 days ago

Stable-DiffCoder: Pushing the Frontier of Code Diffusion Large Language Model

Paper • 2601.15892 • Published 20 days ago • 53

Agentic Reasoning for Large Language Models

Paper • 2601.12538 • Published 24 days ago • 195

upvoted a paper 24 days ago

Your Group-Relative Advantage Is Biased

Paper • 2601.08521 • Published 29 days ago • 150

upvoted a paper 28 days ago

DeepResearchEval: An Automated Framework for Deep Research Task Construction and Agentic Evaluation

Paper • 2601.09688 • Published 28 days ago • 126

upvoted a paper 30 days ago

The Molecular Structure of Thought: Mapping the Topology of Long Chain-of-Thought Reasoning

Paper • 2601.06002 • Published Jan 9 • 52

upvoted 4 papers about 1 month ago

EnvScaler: Scaling Tool-Interactive Environments for LLM Agent via Programmatic Synthesis

Paper • 2601.05808 • Published Jan 9 • 36

Agentic Rubrics as Contextual Verifiers for SWE Agents

Paper • 2601.04171 • Published Jan 7 • 11

mHC: Manifold-Constrained Hyper-Connections

Paper • 2512.24880 • Published Dec 31, 2025 • 305

Coupling Experts and Routers in Mixture-of-Experts via an Auxiliary Loss

Paper • 2512.23447 • Published Dec 29, 2025 • 98

upvoted 3 papers about 2 months ago

Scaling Laws for Code: Every Programming Language Matters

Paper • 2512.13472 • Published Dec 15, 2025 • 13

GenEnv: Difficulty-Aligned Co-Evolution Between LLM Agents and Environment Simulators

Paper • 2512.19682 • Published Dec 22, 2025 • 19

MMGR: Multi-Modal Generative Reasoning

Paper • 2512.14691 • Published Dec 16, 2025 • 119