Luo Yuxuan

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upvoted a paper 2 days ago

IdeaAMBIG: Benchmarking Implementation-Critical Gaps in Research-Idea Specifications

Paper • 2609.10539 • Published 6 days ago • 23

upvoted a paper 11 days ago

Paint What You See: Benchmarking Dexterous Visual Tool Use in Multimodal Agents

Paper • 2608.25417 • Published 20 days ago • 19

upvoted a paper 12 days ago

Qwen-Drive-1.0: An Initial Step towards a Vision-Language Foundation Model for Autonomous Driving

Paper • 2609.00111 • Published 15 days ago • 384

upvoted 4 papers 17 days ago

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

Paper • 2608.25518 • Published 20 days ago • 196

JIT-Agent: Scaling Harness Intelligence via Just-in-Time Harness Evolution

Paper • 2608.25593 • Published 20 days ago • 117

VGI-Bench: Probing Visual Intelligence in Video Generation Models

Paper • 2608.19583 • Published 20 days ago • 179

HarnessEval-W: Agentifying the Evaluation of Visual Worlds

Paper • 2608.16859 • Published 29 days ago • 340

upvoted a paper 26 days ago

Learn What's Left, Not What's Mastered: Saturation Aware Advantage Reweighting for Multi-Reward Policy Optimization

Paper • 2608.16072 • Published 29 days ago • 151

upvoted 2 papers about 2 months ago

DSWorld: A Data Science World Model for Efficient Autonomous Agents

Paper • 2607.15901 • Published Jul 17 • 13

Self-Guided Test-Time Training for Long-Context LLMs

Paper • 2607.09415 • Published Jul 10 • 20

upvoted 2 papers 2 months ago

Is One Layer Enough? Training A Single Transformer Layer Can Match Full-Parameter RL Training

Paper • 2607.01232 • Published Jul 2 • 9

PoseShield: Neural Collision Fields for Human Self-Collision Resolution

Paper • 2606.29686 • Published Jun 29 • 6

upvoted 3 papers 3 months ago

Looped World Models

Paper • 2606.18208 • Published Jun 16 • 488

Domino: Decoupling Causal Modeling from Autoregressive Drafting in Speculative Decoding

Paper • 2605.29707 • Published May 28 • 152

SOCO: Benchmarking Semantic Object Correspondence in Vision Foundation Models

Paper • 2605.31597 • Published May 29 • 10

upvoted 4 papers 4 months ago

Rethinking Muon Beyond Pretraining: Spectral Failures and High-Pass Remedies for VLA and RLVR

Paper • 2605.19282 • Published May 19 • 9

Anti-Self-Distillation for Reasoning RL via Pointwise Mutual Information

Paper • 2605.11609 • Published May 12 • 196

Mean Mode Screaming: Mean--Variance Split Residuals for 1000-Layer Diffusion Transformers

Paper • 2605.06169 • Published May 7 • 239

From Context to Skills: Can Language Models Learn from Context Skillfully?

Paper • 2604.27660 • Published May 3 • 172

upvoted a paper 5 months ago

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

Paper • 2604.20796 • Published Apr 22 • 244