Juanxi Tian

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upvoted a paper 7 days ago

Auto-Rubric as Reward: From Implicit Preferences to Explicit Multimodal Generative Criteria

Paper • 2605.08354 • Published 11 days ago • 23

upvoted 6 papers about 1 month ago

HY-World 2.0: A Multi-Modal World Model for Reconstructing, Generating, and Simulating 3D Worlds

Paper • 2604.14268 • Published Apr 15 • 119

Seedance 2.0: Advancing Video Generation for World Complexity

Paper • 2604.14148 • Published Apr 15 • 161

GameWorld: Towards Standardized and Verifiable Evaluation of Multimodal Game Agents

Paper • 2604.07429 • Published Apr 8 • 121

Generative World Renderer

Paper • 2604.02329 • Published Apr 2 • 102

Vero: An Open RL Recipe for General Visual Reasoning

Paper • 2604.04917 • Published Apr 6 • 33

SKILL0: In-Context Agentic Reinforcement Learning for Skill Internalization

Paper • 2604.02268 • Published Apr 2 • 101

upvoted 2 papers about 2 months ago

GEMS: Agent-Native Multimodal Generation with Memory and Skills

Paper • 2603.28088 • Published Mar 30 • 85

LongCat-Next: Lexicalizing Modalities as Discrete Tokens

Paper • 2603.27538 • Published Mar 29 • 146

upvoted an article 2 months ago

view article

Article

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

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sensenova

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Mar 5

• 161

upvoted 4 papers 2 months ago

Spatial-TTT: Streaming Visual-based Spatial Intelligence with Test-Time Training

Paper • 2603.12255 • Published Mar 12 • 91

Geometry-Guided Reinforcement Learning for Multi-view Consistent 3D Scene Editing

Paper • 2603.03143 • Published Mar 3 • 145

Holi-Spatial: Evolving Video Streams into Holistic 3D Spatial Intelligence

Paper • 2603.07660 • Published Mar 8 • 86

CoCo: Code as CoT for Text-to-Image Preview and Rare Concept Generation

Paper • 2603.08652 • Published Mar 9 • 40

upvoted 6 papers 3 months ago

MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios

Paper • 2602.22638 • Published Feb 26 • 106

Utonia: Toward One Encoder for All Point Clouds

Paper • 2603.03283 • Published Mar 3 • 185

UniG2U-Bench: Do Unified Models Advance Multimodal Understanding?

Paper • 2603.03241 • Published Mar 3 • 87

Beyond Language Modeling: An Exploration of Multimodal Pretraining

Paper • 2603.03276 • Published Mar 3 • 104

Do Reasoning Models Enhance Embedding Models?

Paper • 2601.21192 • Published Jan 29 • 26

3D-Aware Implicit Motion Control for View-Adaptive Human Video Generation

Paper • 2602.03796 • Published Feb 3 • 64