Shengyuan Ding

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upvoted 3 papers 1 day ago

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities

Paper • 2607.13705 • Published 3 days ago • 36

SEED: Self-Evolving On-Policy Distillation for Agentic Reinforcement Learning

Paper • 2607.14777 • Published 2 days ago • 77

Harness Handbook: Making Evolving Agent Harnesses Readable,Navigable, and Editable

Paper • 2607.13285 • Published 4 days ago • 191

upvoted 3 papers 3 days ago

Search Beyond What Can Be Taught: Evolving the Knowledge Boundary in Agentic Visual Generation

Paper • 2607.05382 • Published 9 days ago • 80

SynthDocBench: Controlled Benchmark for Long-Context Visual Document Understanding

Paper • 2607.10400 • Published 7 days ago • 67

Read It Back: Pretrained MLLMs Are Zero-Shot Reward Models for Text-to-Image Generation

Paper • 2607.11886 • Published 5 days ago • 74

upvoted 2 papers 4 days ago

AdvancedMathBench: A Benchmark Suite for Advanced Mathematical Proof Generation and Verification

Paper • 2607.11849 • Published 5 days ago • 30

Weak-to-Strong Generalization via Direct On-Policy Distillation

Paper • 2607.05394 • Published 10 days ago • 125

upvoted a paper 9 days ago

WildCity: A Real-World City-Scale Testbed for Rendering, Simulation, and Spatial Intelligence

Paper • 2607.06838 • Published 11 days ago • 14

upvoted a paper 15 days ago

Morphing into Hybrid Attention Models

Paper • 2606.30562 • Published 19 days ago • 51

upvoted 2 papers 16 days ago

PerceptionRubrics: Calibrating Multimodal Evaluation to Human Perception

Paper • 2606.28322 • Published 22 days ago • 42

Perceive-to-Reason: Decoupling Perception and Reasoning for Fine-Grained Visual Reasoning

Paper • 2607.01191 • Published 17 days ago • 19

upvoted 4 papers 17 days ago

Dockerless: Environment-Free Program Verifier for Coding Agents

Paper • 2606.28436 • Published 22 days ago • 110

Orca: The World is in Your Mind

Paper • 2606.30534 • Published 19 days ago • 323

DOPD: Dual On-policy Distillation

Paper • 2606.30626 • Published 19 days ago • 112

GEAR: Guided End-to-End AutoRegression for Image Synthesis

Paper • 2606.32039 • Published 18 days ago • 34

upvoted 2 papers 22 days ago

Qwen-Image-Agent: Bridging the Context Gap in Real-World Image Generation

Paper • 2606.26907 • Published 23 days ago • 49

DanceOPD: On-Policy Generative Field Distillation

Paper • 2606.27377 • Published 23 days ago • 81

upvoted 2 papers 23 days ago

Beyond NL2Code: A Structured Survey of Multimodal Code Intelligence

Paper • 2606.15932 • Published Jun 16 • 38

Are We Ready For An Agent-Native Memory System?

Paper • 2606.24775 • Published 25 days ago • 127