Liu Xinyu

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upvoted a paper 28 days ago

HarnessEval-W: Agentifying the Evaluation of Visual Worlds

Paper • 2608.16859 • Published Aug 17 • 122

upvoted a paper about 1 month ago

EnvHarness: Awakening Static Worlds for Agent Learning

Paper • 2608.19880 • Published Aug 20 • 175

upvoted a paper about 2 months ago

Mental World Modeling

Paper • 2607.27201 • Published Jul 29 • 62

upvoted a paper 2 months ago

GigaAM Multilingual: Foundation Model for Underrepresented Languages

Paper • 2607.10371 • Published Jul 11 • 33

upvoted 2 papers 3 months ago

LoopCoder-v2: Only Loop Once for Efficient Test-Time Computation Scaling

Paper • 2606.18023 • Published Jun 16 • 161

Looped World Models

Paper • 2606.18208 • Published Jun 16 • 81

upvoted 4 papers 4 months ago

Language Models Need Sleep

Paper • 2605.26099 • Published May 25 • 13

Video2GUI: Synthesizing Large-Scale Interaction Trajectories for Generalized GUI Agent Pretraining

Paper • 2605.14747 • Published May 14 • 57

RewardHarness: Self-Evolving Agentic Post-Training

Paper • 2605.08703 • Published May 9 • 10

IndusAgent: Reinforcing Open-Vocabulary Industrial Anomaly Detection with Agentic Tools

Paper • 2605.20682 • Published May 20 • 35

upvoted 4 papers 5 months ago

HERMES++: Toward a Unified Driving World Model for 3D Scene Understanding and Generation

Paper • 2604.28196 • Published Apr 30 • 27

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models

Paper • 2604.18518 • Published Apr 20 • 5

LLaDA2.0-Uni: Unifying Multimodal Understanding and Generation with Diffusion Large Language Model

Paper • 2604.20796 • Published Apr 22 • 107

Adam's Law: Textual Frequency Law on Large Language Models

Paper • 2604.02176 • Published Apr 2 • 110

upvoted 4 papers 6 months ago

Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability

Paper • 2604.06628 • Published Apr 8 • 130

GrandCode: Achieving Grandmaster Level in Competitive Programming via Agentic Reinforcement Learning

Paper • 2604.02721 • Published Apr 3 • 84

CARLA-Air: Fly Drones Inside a CARLA World -- A Unified Infrastructure for Air-Ground Embodied Intelligence

Paper • 2603.28032 • Published Mar 30 • 67

FIPO: Eliciting Deep Reasoning with Future-KL Influenced Policy Optimization

Paper • 2603.19835 • Published Mar 20 • 121