LIU Qianyi

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upvoted a paper about 10 hours ago

RoboTok: An Internet-Scale Data Engine for Human Demonstration Retrieval and Dexterous Manipulation Learning

Paper • 2609.03199 • Published 4 days ago • 39

upvoted 3 papers 2 days ago

Aspire: Can Models Self-Evolve from Vague Goals?

Paper • 2608.31111 • Published 6 days ago • 210

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

Paper • 2609.01437 • Published 5 days ago • 238

Weaving Visual Narratives: Agentic Image Bundle Composition Beyond Atomic Visual Matching

Paper • 2608.28695 • Published 10 days ago • 8

upvoted a paper 3 days ago

StudentSim: Training LLM-based Student Simulators

Paper • 2609.01591 • Published 5 days ago • 480

upvoted a paper 4 days ago

Lucida: Parse, Generate, and Place for Composable Real-to-Sim Scene Modeling

Paper • 2608.30821 • Published 6 days ago • 105

upvoted a paper 8 days ago

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

Paper • 2608.25518 • Published 11 days ago • 196

upvoted a paper 9 days ago

VGI-Bench: Probing Visual Intelligence in Video Generation Models

Paper • 2608.19583 • Published 11 days ago • 179

upvoted a paper 10 days ago

WarpSAC: Towards the Pinnacle of Scalable Off-policy RL by Rethinking Exploration and Exploitation

Paper • 2608.24479 • Published 12 days ago • 142

upvoted a paper 15 days ago

EnvHarness: Awakening Static Worlds for Agent Learning

Paper • 2608.19880 • Published 17 days ago • 274

upvoted a paper 17 days ago

Demystifying Agent Skills: Why They Work-Until They Don't

Paper • 2608.14036 • Published 23 days ago • 169

upvoted 2 papers 18 days ago

HarnessEval-W: Agentifying the Evaluation of Visual Worlds

Paper • 2608.16859 • Published 20 days ago • 340

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

Paper • 2608.16072 • Published 20 days ago • 151

upvoted a paper 24 days ago

Beyond Pixels: From Video Priors to 4D Worlds

Paper • 2608.10744 • Published 26 days ago • 189

upvoted a paper 25 days ago

Macaron-V1: Towards Open Continual Learning with Self-Improvement and Mixture-of-LoRA

Paper • 2608.09819 • Published 27 days ago • 342

upvoted a paper 29 days ago

Recursive Synthesis for Long-Horizon Terminal Tasks

Paper • 2608.05466 • Published 30 days ago • 252

upvoted 4 papers about 1 month ago

Deferred Exposure of Future Trajectories for Verifiable Reasoning in Autonomous Driving VLMs

Paper • 2608.01755 • Published Aug 3 • 142

Projection Pursuit CPCANet for Domain Generalization

Paper • 2607.22117 • Published Jul 24 • 5

Mental World Modeling

Paper • 2607.27201 • Published Jul 29 • 110

TARS: Timestep-Aware Data Scaling for 3D-Free Video Re-Shooting

Paper • 2607.28261 • Published Jul 30 • 116