Yuwei Niu

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upvoted 2 papers 2 days ago

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

Paper • 2606.09803 • Published 3 days ago • 30

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

Paper • 2606.09669 • Published 3 days ago • 40

upvoted 2 papers 14 days ago

Self-Improving Language Models with Bidirectional Evolutionary Search

Paper • 2605.28814 • Published 15 days ago • 59

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

Paper • 2605.28820 • Published 15 days ago • 73

upvoted a paper 29 days ago

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

Paper • 2605.12500 • Published about 1 month ago • 191

upvoted 2 papers about 1 month ago

Continuous Latent Diffusion Language Model

Paper • 2605.06548 • Published May 7 • 80

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

Paper • 2604.28185 • Published Apr 30 • 90

upvoted a paper about 2 months ago

Near-Future Policy Optimization

Paper • 2604.20733 • Published Apr 22 • 77

upvoted 2 papers 2 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 • 177

upvoted an article 3 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

• 164

upvoted 2 papers 3 months ago

UniG2U-Bench: Do Unified Models Advance Multimodal Understanding?

Paper • 2603.03241 • Published Mar 3 • 87

Enhancing Spatial Understanding in Image Generation via Reward Modeling

Paper • 2602.24233 • Published Feb 27 • 60

upvoted 5 papers 4 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 • 140

iFSQ: Improving FSQ for Image Generation with 1 Line of Code

Paper • 2601.17124 • Published Jan 23 • 34

upvoted a paper 6 months ago

The Prism Hypothesis: Harmonizing Semantic and Pixel Representations via Unified Autoencoding

Paper • 2512.19693 • Published Dec 22, 2025 • 68

upvoted a paper 7 months ago

Does Understanding Inform Generation in Unified Multimodal Models? From Analysis to Path Forward

Paper • 2511.20561 • Published Nov 25, 2025 • 33