Juanxi Tian

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upvoted a paper about 17 hours ago

SKILL0: In-Context Agentic Reinforcement Learning for Skill Internalization

Paper • 2604.02268 • Published 3 days ago • 81

upvoted 2 papers 4 days ago

GEMS: Agent-Native Multimodal Generation with Memory and Skills

Paper • 2603.28088 • Published 6 days ago • 81

LongCat-Next: Lexicalizing Modalities as Discrete Tokens

Paper • 2603.27538 • Published 7 days ago • 132

upvoted an article 22 days ago

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Article

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

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about 1 month ago

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107

upvoted a paper 23 days ago

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

Paper • 2603.12255 • Published 24 days ago • 91

upvoted a paper 25 days ago

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

Paper • 2603.03143 • Published Mar 3 • 145

upvoted 2 papers 26 days ago

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

Paper • 2603.07660 • Published 28 days ago • 84

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

Paper • 2603.08652 • Published 27 days ago • 39

upvoted 4 papers about 1 month ago

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

Paper • 2602.22638 • Published Feb 26 • 107

Utonia: Toward One Encoder for All Point Clouds

Paper • 2603.03283 • Published Mar 3 • 184

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 • 102

upvoted 4 papers about 2 months ago

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

On the Entropy Dynamics in Reinforcement Fine-Tuning of Large Language Models

Paper • 2602.03392 • Published Feb 3 • 59

GEBench: Benchmarking Image Generation Models as GUI Environments

Paper • 2602.09007 • Published Feb 9 • 39

upvoted 4 papers 2 months ago

Vision-DeepResearch: Incentivizing DeepResearch Capability in Multimodal Large Language Models

Paper • 2601.22060 • Published Jan 29 • 155

Kimi K2.5: Visual Agentic Intelligence

Paper • 2602.02276 • Published Feb 2 • 261

Everything in Its Place: Benchmarking Spatial Intelligence of Text-to-Image Models

Paper • 2601.20354 • Published Jan 28 • 112

Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space

Paper • 2512.24617 • Published Dec 31, 2025 • 65