Tianbo Pan

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upvoted a paper 5 days ago

BadWAM: When World-Action Models Dream Right but Act Wrong

Paper • 2607.15207 • Published 6 days ago • 52

upvoted a paper 15 days ago

dOPSD: On-Policy Self-Distillation for Diffusion Language Models

Paper • 2607.04428 • Published 17 days ago • 17

upvoted a paper 29 days ago

World Action Models: A Survey

Paper • 2606.20781 • Published Jun 18 • 56

upvoted a paper about 1 month ago

BadWorld: Adversarial Attacks on World Models

Paper • 2606.16519 • Published Jun 15 • 18

upvoted 3 papers 2 months ago

Mix-Quant: Quantized Prefilling, Precise Decoding for Agentic LLMs

Paper • 2605.20315 • Published May 19 • 28

Q-ARVD: Quantizing Autoregressive Video Diffusion Models

Paper • 2605.21072 • Published May 20 • 21

On-Policy Self-Evolution via Failure Trajectories for Agentic Safety Alignment

Paper • 2605.11882 • Published May 12 • 16

upvoted a paper 3 months ago

Vision-Language-Action Safety: Threats, Challenges, Evaluations, and Mechanisms

Paper • 2604.23775 • Published Apr 26 • 46

upvoted 3 papers 7 months ago

SpotEdit: Selective Region Editing in Diffusion Transformers

Paper • 2512.22323 • Published Dec 26, 2025 • 39

WorldWarp: Propagating 3D Geometry with Asynchronous Video Diffusion

Paper • 2512.19678 • Published Dec 22, 2025 • 32

DeContext as Defense: Safe Image Editing in Diffusion Transformers

Paper • 2512.16625 • Published Dec 18, 2025 • 25

upvoted a paper 8 months ago

In-Video Instructions: Visual Signals as Generative Control

Paper • 2511.19401 • Published Nov 24, 2025 • 32