Huang Siyu

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upvoted a paper about 12 hours ago

VGI-Bench: Probing Visual Intelligence in Video Generation Models

Paper • 2608.19583 • Published 2 days ago • 143

upvoted 2 papers 1 day ago

HarnessEval-W: Agentifying the Evaluation of Visual Worlds

Paper • 2608.16859 • Published 11 days ago • 262

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

Paper • 2608.24479 • Published 3 days ago • 123

upvoted a paper 7 days ago

EnvHarness: Awakening Static Worlds for Agent Learning

Paper • 2608.19880 • Published 8 days ago • 265

upvoted 2 papers 8 days ago

SemaPLC: A Project-Grounded, Verification-Gated Agent Harness for PLC Code Generation

Paper • 2608.18565 • Published 9 days ago • 116

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

Paper • 2608.14036 • Published 14 days ago • 166

upvoted a paper 9 days ago

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

Paper • 2608.16072 • Published 11 days ago • 149

upvoted a paper 15 days ago

Beyond Pixels: From Video Priors to 4D Worlds

Paper • 2608.10744 • Published 17 days ago • 186

upvoted 2 papers 17 days ago

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

Paper • 2608.09819 • Published 18 days ago • 342

AgentStream: How Well Do Self-Evolving LLM Agents Perform Under Streaming Tasks?

Paper • 2608.00155 • Published 28 days ago • 25

upvoted a paper 21 days ago

Recursive Synthesis for Long-Horizon Terminal Tasks

Paper • 2608.05466 • Published 21 days ago • 248

upvoted a paper 24 days ago

Mental World Modeling

Paper • 2607.27201 • Published 30 days ago • 108

upvoted a paper 25 days ago

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

Paper • 2607.28261 • Published 29 days ago • 116

upvoted 3 papers 28 days ago

Metis: Memory Foundation Model

Paper • 2607.26760 • Published 30 days ago • 272

Qwen-UI-Agent Technical Report: Toward Next-Generation Real-World Centric Foundation GUI Agents

Paper • 2607.28227 • Published 29 days ago • 309

DistillAlign: Coordinating Mode Covering and Mode Seeking in Autoregressive Video Distillation

Paper • 2607.26811 • Published 30 days ago • 93

upvoted 2 papers 29 days ago

CoRT: Counterfactual Replay for Token-Level Rubric-Guided Policy Optimization

Paper • 2607.25659 • Published about 1 month ago • 84

HiFi-UMI: Learning Deployable Manipulation Policies from High-Fidelity UMI Data Alone

Paper • 2607.25895 • Published about 1 month ago • 158

upvoted a paper 30 days ago

Progress Reward Modeling for Robotic Learning: A Comprehensive Survey

Paper • 2607.21655 • Published Jul 22 • 193

upvoted a paper about 1 month ago

ENTRAP-VL: A Taxonomic Probe for Dual Contextual Entrainment in Vision-Language Models

Paper • 2607.20092 • Published Jul 22 • 2