Pengfei Zhang

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upvoted a paper 6 days ago

OmniDance: Multimodal Driven Dance Video Generation with Large-scale Internet Data

Paper • 2606.30019 • Published 10 days ago • 19

upvoted a paper 8 days ago

BlockPilot: Instance-Adaptive Policy Learning for Diffusion-based Speculative Decoding

Paper • 2606.31315 • Published 9 days ago • 76

upvoted a paper 23 days ago

DreamX-World 1.0: A General-Purpose Interactive World Model

Paper • 2606.16993 • Published 24 days ago • 113

upvoted a paper 24 days ago

APPO: Agentic Procedural Policy Optimization

Paper • 2606.12384 • Published 28 days ago • 79

upvoted a paper 29 days ago

Role-Agent: Bootstrapping LLM Agents via Dual-Role Evolution

Paper • 2606.10917 • Published 29 days ago • 76

upvoted 3 papers about 2 months ago

TransitLM: A Large-Scale Dataset and Benchmark for Map-Free Transit Route Generation

Paper • 2605.22355 • Published May 21 • 179

Enhancing Train-Free Infinite-Frame Generation for Consistent Long Videos

Paper • 2605.18233 • Published May 18 • 93

MACE-Dance: Motion-Appearance Cascaded Experts for Music-Driven Dance Video Generation

Paper • 2512.18181 • Published May 7 • 87

upvoted 4 papers 3 months ago

LLaTiSA: Towards Difficulty-Stratified Time Series Reasoning from Visual Perception to Semantics

Paper • 2604.17295 • Published Apr 19 • 84

Extending One-Step Image Generation from Class Labels to Text via Discriminative Text Representation

Paper • 2604.18168 • Published Apr 20 • 96

Elucidating the SNR-t Bias of Diffusion Probabilistic Models

Paper • 2604.16044 • Published Apr 17 • 73

SkillClaw: Let Skills Evolve Collectively with Agentic Evolver

Paper • 2604.08377 • Published Apr 9 • 295

upvoted 5 papers 4 months ago

Omni-WorldBench: Towards a Comprehensive Interaction-Centric Evaluation for World Models

Paper • 2603.22212 • Published Mar 23 • 127

Video-CoE: Reinforcing Video Event Prediction via Chain of Events

Paper • 2603.14935 • Published Mar 16 • 91

Geometry-Guided Reinforcement Learning for Multi-view Consistent 3D Scene Editing

Paper • 2603.03143 • Published Mar 3 • 145

From Scale to Speed: Adaptive Test-Time Scaling for Image Editing

Paper • 2603.00141 • Published Feb 24 • 138

MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios

Paper • 2602.22638 • Published Feb 26 • 107

upvoted 3 papers 5 months ago

Code2World: A GUI World Model via Renderable Code Generation

Paper • 2602.09856 • Published Feb 10 • 201

FASA: Frequency-aware Sparse Attention

Paper • 2602.03152 • Published Feb 3 • 154

Everything in Its Place: Benchmarking Spatial Intelligence of Text-to-Image Models

Paper • 2601.20354 • Published Jan 28 • 111