🔹 Title: Drivel-ology: Challenging LLMs with Interpreting Nonsense with Depth

🔹 Publication Date: Published on Sep 4

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.03867
• PDF: https://arxiv.org/pdf/2509.03867

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🔹 Title: Video-MTR: Reinforced Multi-Turn Reasoning for Long Video Understanding

🔹 Publication Date: Published on Aug 28

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2508.20478
• PDF: https://arxiv.org/pdf/2508.20478

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🔹 Title: Loong: Synthesize Long Chain-of-Thoughts at Scale through Verifiers

🔹 Publication Date: Published on Sep 3

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.03059
• PDF: https://arxiv.org/pdf/2509.03059

🔹 Datasets citing this paper:
• https://huggingface.co/datasets/camel-ai/loong

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🔹 Title: WildScore: Benchmarking MLLMs in-the-Wild Symbolic Music Reasoning

🔹 Publication Date: Published on Sep 5

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.04744
• PDF: https://arxiv.org/pdf/2509.04744
• Github: https://github.com/GaganVM/WildScore

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🔹 Title: LatticeWorld: A Multimodal Large Language Model-Empowered Framework for Interactive Complex World Generation

🔹 Publication Date: Published on Sep 5

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.05263
• PDF: https://arxiv.org/pdf/2509.05263

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🔹 Title: MedVista3D: Vision-Language Modeling for Reducing Diagnostic Errors in 3D CT Disease Detection, Understanding and Reporting

🔹 Publication Date: Published on Sep 4

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.03800
• PDF: https://arxiv.org/pdf/2509.03800

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🔹 Title: Why Language Models Hallucinate

🔹 Publication Date: Published on Sep 4

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.04664
• PDF: https://arxiv.org/pdf/2509.04664

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🔹 Title: Behavioral Fingerprinting of Large Language Models

🔹 Publication Date: Published on Sep 2

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.04504
• PDF: https://arxiv.org/pdf/2509.04504
• Project Page: https://github.com/JarvisPei/Behavioral-Fingerprinting
• Github: https://github.com/JarvisPei/Behavioral-Fingerprinting

🔹 Datasets citing this paper:
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🔹 Title: On Robustness and Reliability of Benchmark-Based Evaluation of LLMs

🔹 Publication Date: Published on Sep 4

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.04013
• PDF: https://arxiv.org/pdf/2509.04013

🔹 Datasets citing this paper:
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🔹 Title: LuxDiT: Lighting Estimation with Video Diffusion Transformer

🔹 Publication Date: Published on Sep 3

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.03680
• PDF: https://arxiv.org/pdf/2509.03680

🔹 Datasets citing this paper:
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🔹 Title: U-ARM : Ultra low-cost general teleoperation interface for robot manipulation

🔹 Publication Date: Published on Sep 2

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.02437
• PDF: https://arxiv.org/pdf/2509.02437
• Project Page: https://github.com/MINT-SJTU/LeRobot-Anything-U-Arm
• Github: https://github.com/MINT-SJTU/LeRobot-Anything-U-Arm

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🔹 Title: Symbolic Graphics Programming with Large Language Models

🔹 Publication Date: Published on Sep 5

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.05208
• PDF: https://arxiv.org/pdf/2509.05208
• Project Page: https://spherelab.ai/SGP-Gen/
• Github: https://github.com/Sphere-AI-Lab/SGP-RL

🔹 Datasets citing this paper:
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🔹 Title: Bootstrapping Task Spaces for Self-Improvement

🔹 Publication Date: Published on Sep 4

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.04575
• PDF: https://arxiv.org/pdf/2509.04575

🔹 Datasets citing this paper:
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🔹 Title: Reinforced Visual Perception with Tools

🔹 Publication Date: Published on Sep 1

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.01656
• PDF: https://arxiv.org/pdf/2509.01656
• Github: https://github.com/ls-kelvin/REVPT

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🔹 Title: UniVerse-1: Unified Audio-Video Generation via Stitching of Experts

🔹 Publication Date: Published on Sep 7

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.06155
• PDF: https://arxiv.org/pdf/2509.06155
• Project Page: https://dorniwang.github.io/UniVerse-1/
• Github: https://dorniwang.github.io/UniVerse-1/

🔹 Datasets citing this paper:
• https://huggingface.co/datasets/dorni/Verse-Bench

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🔹 Title: Reinforcement Learning Foundations for Deep Research Systems: A Survey

🔹 Publication Date: Published on Sep 8

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.06733
• PDF: https://arxiv.org/pdf/2509.06733
• Github: https://github.com/wenjunli-0/deepresearch-survey

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🔹 Title: Easier Painting Than Thinking: Can Text-to-Image Models Set the Stage, but Not Direct the Play?

🔹 Publication Date: Published on Sep 3

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.03516
• PDF: https://arxiv.org/pdf/2509.03516
• Project Page: https://t2i-corebench.github.io/
• Github: https://github.com/KwaiVGI/T2I-CoReBench

🔹 Datasets citing this paper:
• https://huggingface.co/datasets/lioooox/T2I-CoReBench

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🔹 Title: R^textbf{2AI}: Towards Resistant and Resilient AI in an Evolving World

🔹 Publication Date: Published on Sep 8

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.06786
• PDF: https://arxiv.org/pdf/2509.06786

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🔹 Title: Paper2Agent: Reimagining Research Papers As Interactive and Reliable AI Agents

🔹 Publication Date: Published on Sep 8

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.06917
• PDF: https://arxiv.org/pdf/2509.06917

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