Yuwei Niu

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upvoted a paper 4 days ago

HumanCLAW: Can Vision-Language Models Act Through a Body?

Paper • 2607.27180 • Published 5 days ago • 71

upvoted a paper 5 days ago

Mage-VL: An Efficient Codec-Native Streaming Multimodal Foundation Model

Paper • 2607.24904 • Published 7 days ago • 32

upvoted 3 papers about 2 months ago

Show the Signal, Hide the Noise: Spectral Forcing for Pixel-Space Diffusion

Paper • 2606.15236 • Published Jun 16 • 22

Echo-Memory: A Controlled Study of Memory in Action World Models

Paper • 2606.09803 • Published Jun 8 • 33

SpatialWorld: Benchmarking Interactive Spatial Reasoning of Multimodal Agents in Real-World Tasks

Paper • 2606.09669 • Published Jun 8 • 47

upvoted 2 papers 2 months ago

Self-Improving Language Models with Bidirectional Evolutionary Search

Paper • 2605.28814 • Published May 27 • 62

From Pixels to Words -- Towards Native One-Vision Models at Scale

Paper • 2605.28820 • Published May 27 • 76

upvoted 4 papers 3 months ago

SenseNova-U1: Unifying Multimodal Understanding and Generation with NEO-unify Architecture

Paper • 2605.12500 • Published May 12 • 195

Continuous Latent Diffusion Language Model

Paper • 2605.06548 • Published May 7 • 87

Visual Generation in the New Era: An Evolution from Atomic Mapping to Agentic World Modeling

Paper • 2604.28185 • Published Apr 30 • 92

Near-Future Policy Optimization

Paper • 2604.20733 • Published Apr 22 • 77

upvoted 2 papers 4 months ago

Video-MME-v2: Towards the Next Stage in Benchmarks for Comprehensive Video Understanding

Paper • 2604.05015 • Published Apr 6 • 236

Self-Distilled RLVR

Paper • 2604.03128 • Published Apr 3 • 181

upvoted an article 5 months ago

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Article

NEO-unify: Building Native Multimodal Unified Models End to End

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sensenova

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Mar 5

• 173

upvoted 2 papers 5 months ago

UniG2U-Bench: Do Unified Models Advance Multimodal Understanding?

Paper • 2603.03241 • Published Mar 3 • 88

Enhancing Spatial Understanding in Image Generation via Reward Modeling

Paper • 2602.24233 • Published Feb 27 • 60

upvoted 4 papers 6 months ago

UniT: Unified Multimodal Chain-of-Thought Test-time Scaling

Paper • 2602.12279 • Published Feb 12 • 20

GENIUS: Generative Fluid Intelligence Evaluation Suite

Paper • 2602.11144 • Published Feb 11 • 55

Sparse Reward Subsystem in Large Language Models

Paper • 2602.00986 • Published May 11 • 13

Modality Gap-Driven Subspace Alignment Training Paradigm For Multimodal Large Language Models

Paper • 2602.07026 • Published Feb 2 • 141