Sean Yu

yushaohan's activity

• All
• Models
• Datasets
• Spaces
• Buckets
• Papers
• Collections
• Community
• Posts
• Upvotes
• Likes
• Articles

upvoted a collection 1 day ago

SenseNova-U1

Collection

SenseNova-U1: Unifying Multimodal Understanding and Generation with NEO-Unify Architecture • 12 items • Updated 20 days ago • 76

upvoted a paper 1 day ago

Uncovering Understanding-Generation Synergy in Native Unified Multimodal Models: From Representation, Task to System

Paper • 2609.01607 • Published 3 days ago • 23

upvoted a paper 4 days ago

StepGuard: Learning Step-Level Guardrails with Scalable Supervision and Safety-Utility Balancing

Paper • 2608.24777 • Published 10 days ago • 16

upvoted a paper 10 days ago

UniSpace: Unified Visual Representation and Scalable Multimodal Modeling

Paper • 2608.08676 • Published 26 days ago • 15

upvoted a paper 29 days ago

Towards Physics of Multimodal Pretraining: Knowledge Flow, Modality Synergy, Early Unification, and Recipes

Paper • 2608.05000 • Published 29 days ago • 62

upvoted 2 papers 30 days ago

UniWorld-Design: From Pixel Generation to Layer-Native Design

Paper • 2608.03971 • Published about 1 month ago • 25

AURORA-LM: Autoencoding Unified Representation for Continuous-Latent Diffusion Language Modeling

Paper • 2608.02602 • Published Aug 3 • 82

upvoted 2 papers about 1 month ago

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

Paper • 2607.24904 • Published Jul 27 • 37

Kimi K3: Open Frontier Intelligence

Paper • 2607.24653 • Published Jul 27 • 514

upvoted a paper about 2 months ago

Vision as Unified Multimodal Generation

Paper • 2607.06560 • Published Jul 7 • 49

upvoted a paper 2 months ago

NormGuard: Reward-Preserving Norm Constraints in Flow-Matching Reinforcement Learning

Paper • 2606.27771 • Published Jun 26 • 5

upvoted an article 2 months ago

view article

Article

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

• 

sensenova

•

Mar 5

• 180

upvoted a collection 2 months ago

V-JEPA 2

Collection

A frontier video understanding model developed by FAIR, Meta, which extends the pretraining objectives of https://ai.meta.com/blog/v-jepa-yann • 8 items • Updated Jun 13, 2025 • 229

upvoted 2 papers 3 months ago

InterleaveThinker: Reinforcing Agentic Interleaved Generation

Paper • 2606.13679 • Published Jun 11 • 84

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

Paper • 2605.28820 • Published May 27 • 77

upvoted 3 papers 4 months ago

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

Paper • 2605.12500 • Published May 12 • 199

Continuous Latent Diffusion Language Model

Paper • 2605.06548 • Published May 7 • 88

Tuna-2: Pixel Embeddings Beat Vision Encoders for Multimodal Understanding and Generation

Paper • 2604.24763 • Published Apr 27 • 71

upvoted 2 papers 5 months ago

Prompt Relay: Inference-Time Temporal Control for Multi-Event Video Generation

Paper • 2604.10030 • Published Apr 11 • 15

LongCat-Next: Lexicalizing Modalities as Discrete Tokens

Paper • 2603.27538 • Published Mar 29 • 151