Luo Yuxuan

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upvoted a paper about 6 hours ago

Watch Before You Answer: Learning from Visually Grounded Post-Training

Paper • 2604.05117 • Published Apr 6 • 88

upvoted a paper 12 days ago

Beyond Pixels: From Video Priors to 4D Worlds

Paper • 2608.10744 • Published Aug 11 • 191

upvoted a paper 20 days ago

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

Paper • 2609.10539 • Published 24 days ago • 25

upvoted a paper 30 days ago

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

Paper • 2608.25417 • Published Aug 26 • 19

upvoted 6 papers about 1 month ago

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

Paper • 2609.00111 • Published Aug 31 • 316

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

Paper • 2608.25518 • Published Aug 26 • 60

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

Paper • 2608.25593 • Published Aug 26 • 69

VGI-Bench: Probing Visual Intelligence in Video Generation Models

Paper • 2608.19583 • Published Aug 26 • 203

HarnessEval-W: Agentifying the Evaluation of Visual Worlds

Paper • 2608.16859 • Published Aug 17 • 122

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

Paper • 2608.16072 • Published Aug 17 • 52

upvoted a paper 2 months ago

DSWorld: A Data Science World Model for Efficient Autonomous Agents

Paper • 2607.15901 • Published Jul 17 • 11

upvoted 4 papers 3 months ago

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

Paper • 2607.09415 • Published Jul 10 • 14

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

Paper • 2607.01232 • Published Jul 2 • 8

PoseShield: Neural Collision Fields for Human Self-Collision Resolution

Paper • 2606.29686 • Published Jun 29 • 4

Looped World Models

Paper • 2606.18208 • Published Jun 16 • 81

upvoted 4 papers 4 months ago

Domino: Decoupling Causal Modeling from Autoregressive Drafting in Speculative Decoding

Paper • 2605.29707 • Published May 28 • 95

SOCO: Benchmarking Semantic Object Correspondence in Vision Foundation Models

Paper • 2605.31597 • Published May 29 • 9

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 • 49

upvoted a paper 5 months ago

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

Paper • 2605.06169 • Published May 7 • 57