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Collections including paper arxiv:2509.05208

Visual Representation Alignment for Multimodal Large Language Models

Paper • 2509.07979 • Published Sep 9 • 83
LatticeWorld: A Multimodal Large Language Model-Empowered Framework for Interactive Complex World Generation

Paper • 2509.05263 • Published Sep 5 • 10
Symbolic Graphics Programming with Large Language Models

Paper • 2509.05208 • Published Sep 5 • 45
OmniWorld: A Multi-Domain and Multi-Modal Dataset for 4D World Modeling

Paper • 2509.12201 • Published Sep 15 • 103

lusxvr/nanoVLM-222M

Image-Text-to-Text • 0.2B • Updated May 8 • 260 • 97
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Paper • 2503.09516 • Published Mar 12 • 36
AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time

Paper • 2505.24863 • Published May 30 • 97
QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning

Paper • 2505.17667 • Published May 23 • 88

GPT4Motion: Scripting Physical Motions in Text-to-Video Generation via Blender-Oriented GPT Planning

Paper • 2311.12631 • Published Nov 21, 2023 • 15
DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models

Paper • 2401.06066 • Published Jan 11, 2024 • 56
VideoScene: Distilling Video Diffusion Model to Generate 3D Scenes in One Step

Paper • 2504.01956 • Published Apr 2 • 41
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding

Paper • 2506.23219 • Published Jun 29 • 7

Symbolic Graphic Programming with Large Language Model

SphereLab/SGP-Object

Viewer • Updated Sep 3 • 930 • 22 • 2
SphereLab/SGP-CompBench

Viewer • Updated Sep 3 • 3.2k • 8 • 1
SphereLab/MMSVG-Illustration-40k

Viewer • Updated Sep 14 • 19.6k • 14 • 1
Symbolic Graphics Programming with Large Language Models

Paper • 2509.05208 • Published Sep 5 • 45

Benchmarks and challenges

PhD Knowledge Not Required: A Reasoning Challenge for Large Language Models

Paper • 2502.01584 • Published Feb 3 • 9
CODESIM: Multi-Agent Code Generation and Problem Solving through Simulation-Driven Planning and Debugging

Paper • 2502.05664 • Published Feb 8 • 24
Craw4LLM: Efficient Web Crawling for LLM Pretraining

Paper • 2502.13347 • Published Feb 19 • 29
Can Large Language Models Help Multimodal Language Analysis? MMLA: A Comprehensive Benchmark

Paper • 2504.16427 • Published Apr 23 • 18

Visual Representation Alignment for Multimodal Large Language Models

Paper • 2509.07979 • Published Sep 9 • 83
LatticeWorld: A Multimodal Large Language Model-Empowered Framework for Interactive Complex World Generation

Paper • 2509.05263 • Published Sep 5 • 10
Symbolic Graphics Programming with Large Language Models

Paper • 2509.05208 • Published Sep 5 • 45
OmniWorld: A Multi-Domain and Multi-Modal Dataset for 4D World Modeling

Paper • 2509.12201 • Published Sep 15 • 103

Symbolic Graphic Programming with Large Language Model

SphereLab/SGP-Object

Viewer • Updated Sep 3 • 930 • 22 • 2
SphereLab/SGP-CompBench

Viewer • Updated Sep 3 • 3.2k • 8 • 1
SphereLab/MMSVG-Illustration-40k

Viewer • Updated Sep 14 • 19.6k • 14 • 1
Symbolic Graphics Programming with Large Language Models

Paper • 2509.05208 • Published Sep 5 • 45

lusxvr/nanoVLM-222M

Image-Text-to-Text • 0.2B • Updated May 8 • 260 • 97
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Paper • 2503.09516 • Published Mar 12 • 36
AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time

Paper • 2505.24863 • Published May 30 • 97
QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning

Paper • 2505.17667 • Published May 23 • 88

Benchmarks and challenges

PhD Knowledge Not Required: A Reasoning Challenge for Large Language Models

Paper • 2502.01584 • Published Feb 3 • 9
CODESIM: Multi-Agent Code Generation and Problem Solving through Simulation-Driven Planning and Debugging

Paper • 2502.05664 • Published Feb 8 • 24
Craw4LLM: Efficient Web Crawling for LLM Pretraining

Paper • 2502.13347 • Published Feb 19 • 29
Can Large Language Models Help Multimodal Language Analysis? MMLA: A Comprehensive Benchmark

Paper • 2504.16427 • Published Apr 23 • 18

GPT4Motion: Scripting Physical Motions in Text-to-Video Generation via Blender-Oriented GPT Planning

Paper • 2311.12631 • Published Nov 21, 2023 • 15
DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models

Paper • 2401.06066 • Published Jan 11, 2024 • 56
VideoScene: Distilling Video Diffusion Model to Generate 3D Scenes in One Step

Paper • 2504.01956 • Published Apr 2 • 41
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding

Paper • 2506.23219 • Published Jun 29 • 7

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