🔹 Title: Video models are zero-shot learners and reasoners

🔹 Publication Date: Published on Sep 24

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.20328
• PDF: https://arxiv.org/pdf/2509.20328
• Project Page: https://video-zero-shot.github.io/

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🔹 Title: Logics-Parsing Technical Report

🔹 Publication Date: Published on Sep 24

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.19760
• PDF: https://arxiv.org/pdf/2509.19760
• Github: https://github.com/alibaba/Logics-Parsing

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🔹 Title: On the Use of Agentic Coding: An Empirical Study of Pull Requests on GitHub

🔹 Publication Date: Published on Sep 18

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.14745
• PDF: https://arxiv.org/pdf/2509.14745
• Project Page: https://huggingface.co/papers?q=project%20maintainers
• Github: https://huggingface.co/papers?q=GitHub%20pull%20requests

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🔹 Title: SIM-CoT: Supervised Implicit Chain-of-Thought

🔹 Publication Date: Published on Sep 24

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.20317
• PDF: https://arxiv.org/pdf/2509.20317
• Github: https://github.com/InternLM/SIM-CoT

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🔹 Title: LLMs4All: A Review on Large Language Models for Research and Applications in Academic Disciplines

🔹 Publication Date: Published on Sep 23

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.19580
• PDF: https://arxiv.org/pdf/2509.19580

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🔹 Title: Advancing Speech Understanding in Speech-Aware Language Models with GRPO

🔹 Publication Date: Published on Sep 21

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.16990
• PDF: https://arxiv.org/pdf/2509.16990

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🔹 Title: ATLAS: Benchmarking and Adapting LLMs for Global Trade via Harmonized Tariff Code Classification

🔹 Publication Date: Published on Sep 22

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.18400
• PDF: https://arxiv.org/pdf/2509.18400
• Project Page: https://tariffpro.flexify.ai/

🔹 Datasets citing this paper:
• https://huggingface.co/datasets/flexifyai/cross_rulings_hts_dataset_for_tariffs

🔹 Spaces citing this paper:
• https://huggingface.co/spaces/flexifyai/atlas-llama3_3-70b-hts-demo
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🔹 Title: SimpleFold: Folding Proteins is Simpler than You Think

🔹 Publication Date: Published on Sep 23

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.18480
• PDF: https://arxiv.org/pdf/2509.18480

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🔹 Title: kh2d-solver: A Python Library for Idealized Two-Dimensional Incompressible Kelvin-Helmholtz Instability

🔹 Publication Date: Published on Sep 19

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.16080
• PDF: https://arxiv.org/pdf/2509.16080
• Project Page: https://badge.fury.io/py/kh2d-solver
• Github: https://github.com/sandyherho/kelvin-helmholtz-2d-solver

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🔹 Title: Seedream 4.0: Toward Next-generation Multimodal Image Generation

🔹 Publication Date: Published on Sep 24

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.20427
• PDF: https://arxiv.org/pdf/2509.20427

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🔹 Title: Hunyuan3D-Omni: A Unified Framework for Controllable Generation of 3D Assets

🔹 Publication Date: Published on Sep 25

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.21245
• PDF: https://arxiv.org/pdf/2509.21245
• Project Page: https://3d.hunyuan.tencent.com/

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🔹 Title: CE-GPPO: Controlling Entropy via Gradient-Preserving Clipping Policy Optimization in Reinforcement Learning

🔹 Publication Date: Published on Sep 25

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.20712
• PDF: https://arxiv.org/pdf/2509.20712
• Github: https://github.com/Kwai-Klear/CE-GPPO

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🔹 Title: SceneWeaver: All-in-One 3D Scene Synthesis with an Extensible and Self-Reflective Agent

🔹 Publication Date: Published on Sep 24

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.20414
• PDF: https://arxiv.org/pdf/2509.20414
• Project Page: https://scene-weaver.github.io/

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🔹 Title: Understanding the Thinking Process of Reasoning Models: A Perspective from Schoenfeld's Episode Theory

🔹 Publication Date: Published on Sep 18

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.14662
• PDF: https://arxiv.org/pdf/2509.14662

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🔹 Title: Interactive Recommendation Agent with Active User Commands

🔹 Publication Date: Published on Sep 25

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.21317
• PDF: https://arxiv.org/pdf/2509.21317

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🔹 Title: MMR1: Enhancing Multimodal Reasoning with Variance-Aware Sampling and Open Resources

🔹 Publication Date: Published on Sep 25

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.21268
• PDF: https://arxiv.org/pdf/2509.21268
• Github: https://github.com/LengSicong/MMR1

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🔹 Title: SciReasoner: Laying the Scientific Reasoning Ground Across Disciplines

🔹 Publication Date: Published on Sep 25

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.21320
• PDF: https://arxiv.org/pdf/2509.21320
• Github: https://github.com/open-sciencelab/SciReason

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🔹 Title: CHARM: Control-point-based 3D Anime Hairstyle Auto-Regressive Modeling

🔹 Publication Date: Published on Sep 25

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.21114
• PDF: https://arxiv.org/pdf/2509.21114
• Project Page: https://hyzcluster.github.io/charm/
• Github: https://github.com/hyz317/CHARM

🔹 Datasets citing this paper:
• https://huggingface.co/datasets/hyz317/CHARM

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🔹 Title: Thinking Augmented Pre-training

🔹 Publication Date: Published on Sep 24

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.20186
• PDF: https://arxiv.org/pdf/2509.20186

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🔹 Title: SD3.5-Flash: Distribution-Guided Distillation of Generative Flows

🔹 Publication Date: Published on Sep 25

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.21318
• PDF: https://arxiv.org/pdf/2509.21318

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