Liu Songhua

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upvoted a paper 4 days ago

Beyond Pixels: From Video Priors to 4D Worlds

Paper • 2608.10744 • Published 5 days ago • 178

upvoted a paper 10 days ago

ABSeeker: Training Long-Horizon Search Agents via Answer-Backtracked Credit Assignment

Paper • 2608.05102 • Published 11 days ago • 65

upvoted a paper 11 days ago

MiniWorld: Democratizing the Training of Video World Models from Scratch

Paper • 2608.01127 • Published 14 days ago • 19

upvoted a paper 12 days ago

LeapTalk: Breaking the Latency-Quality Trade-off in Talking Head Generation

Paper • 2608.00079 • Published 18 days ago • 18

upvoted 2 papers 25 days ago

ShotPlan: Cinematic Video Generation with Learnable Planning Token

Paper • 2607.17675 • Published 27 days ago • 6

DiFA: Inference-Time Forward-Process Alignment for Diffusion Models

Paper • 2607.17972 • Published 27 days ago • 8

upvoted 6 papers about 1 month ago

Image2Sim: Scaling Embodied Navigation via Generative Neural Simulator

Paper • 2607.05765 • Published Jul 7 • 3

CineMobile: On-Device Image-to-Video Diffusion for Cinematic Camera Motion Generation

Paper • 2607.03803 • Published Jul 4 • 19

RynnWorld-4D: 4D Embodied World Models for Robotic Manipulation

Paper • 2607.06559 • Published Jul 7 • 95

Unified Audio Intelligence Without Regressing on Text Intelligence

Paper • 2607.05196 • Published Jul 6 • 23

Flex-Forcing: Towards a Unified Autoregressive and Bidirectional Video Diffusion Model

Paper • 2607.03509 • Published Jul 3 • 14

Infinite Worlds with Versatile Interactions

Paper • 2607.07534 • Published Jul 8 • 46

upvoted a paper 2 months ago

Imaginative Perception Tokens Enhance Spatial Reasoning in Multimodal Language Models

Paper • 2606.03988 • Published Jun 3 • 126

upvoted 2 papers 3 months ago

Unified Panoramic Geometry Estimation via Multi-View Foundation Models

Paper • 2605.26368 • Published May 25 • 4

Continuous Latent Diffusion Language Model

Paper • 2605.06548 • Published May 7 • 87

upvoted a paper 5 months ago

ViFeEdit: A Video-Free Tuner of Your Video Diffusion Transformer

Paper • 2603.15478 • Published Mar 16 • 24

upvoted 3 papers 7 months ago

VideoAR: Autoregressive Video Generation via Next-Frame & Scale Prediction

Paper • 2601.05966 • Published Jan 9 • 23

CoDance: An Unbind-Rebind Paradigm for Robust Multi-Subject Animation

Paper • 2601.11096 • Published Jan 16 • 8

Knot Forcing: Taming Autoregressive Video Diffusion Models for Real-time Infinite Interactive Portrait Animation

Paper • 2512.21734 • Published Dec 25, 2025 • 5

upvoted a paper 8 months ago

SpotEdit: Selective Region Editing in Diffusion Transformers

Paper • 2512.22323 • Published Dec 26, 2025 • 39