Xuan He PRO

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upvoted 2 papers 1 day ago

Terminal-Universe: Turning Agent Trajectories into Scalable Terminal Environments

Paper • 2609.04148 • Published 4 days ago • 272

SolarWM: Open Data and Scalable Training for Long-Horizon Video World Models

Paper • 2609.02886 • Published 5 days ago • 141

upvoted 4 papers 2 days ago

Editable Visual Design

Paper • 2609.04034 • Published 4 days ago • 42

Rethinking On-Policy Distillation of Large Language Models II: One Training Example

Paper • 2609.04172 • Published 4 days ago • 77

Random Attention: Rethinking KV Cache Eviction for Efficient Reasoning

Paper • 2609.03430 • Published 4 days ago • 161

LLaDA-Image: Building Strong Image Generators with Fully Open Training Recipes

Paper • 2609.03796 • Published 4 days ago • 226

upvoted 3 papers 3 days ago

Language Models Can Control Their Own Attention

Paper • 2609.02737 • Published 5 days ago • 62

HarnessDev: Can LLMs Create and Evolve Their Own Agent Harness?

Paper • 2609.01437 • Published 6 days ago • 241

DART-SD: Diamond-topology Aware Retrieval and Tuning for Self-Distillation of Multi-Turn Tool-Calling Agents

Paper • 2608.18524 • Published 19 days ago • 91

upvoted 2 papers 4 days ago

SMELT: Scaling Laws for Compute-Matched MoE Looped Transformers

Paper • 2609.01343 • Published 6 days ago • 96

Scaling Large Reasoning Models beyond Human Supervision: A Path toward Superintelligence

Paper • 2608.31075 • Published 7 days ago • 28

upvoted 2 papers 5 days ago

StudentSim: Training LLM-based Student Simulators

Paper • 2609.01591 • Published 6 days ago • 482

Does On-Policy Distillation Really Distill? From Noisy Teacher to Self-Improvement

Paper • 2608.31046 • Published 7 days ago • 141

upvoted a paper 6 days ago

Fast Weight Attention for Continual Learning

Paper • 2608.27763 • Published 11 days ago • 31

upvoted 3 papers 7 days ago

On-Policy Self-Distillation in Diffusion Models

Paper • 2608.24646 • Published 13 days ago • 67

WeMM-Embedding: WeChat Multi-Modal Embedding Technical Report

Paper • 2608.24053 • Published 13 days ago • 70

Annotations as Rollouts: Efficient and Scalable Reinforcement Learning for Video MLLMs

Paper • 2608.20492 • Published 18 days ago • 111

upvoted a paper 8 days ago

Agentic Game Development as a Verifiable Trajectory Data Engine for Scaling World Models

Paper • 2608.25518 • Published 12 days ago • 196

authored a paper 10 days ago

VGI-Bench: Probing Visual Intelligence in Video Generation Models

Paper • 2608.19583 • Published 12 days ago • 179

upvoted a paper 11 days ago

VGI-Bench: Probing Visual Intelligence in Video Generation Models

Paper • 2608.19583 • Published 12 days ago • 179