🔹 Title: Less is More: Recursive Reasoning with Tiny Networks

🔹 Publication Date: Published on Oct 6

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.04871
• PDF: https://arxiv.org/pdf/2510.04871

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🔹 Title: Verifier-free Test-Time Sampling for Vision Language Action Models

🔹 Publication Date: Published on Oct 7

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.05681
• PDF: https://arxiv.org/pdf/2510.05681

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🔹 Title: Presenting a Paper is an Art: Self-Improvement Aesthetic Agents for Academic Presentations

🔹 Publication Date: Published on Oct 7

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.05571
• PDF: https://arxiv.org/pdf/2510.05571
• Project Page: https://evopresent.github.io/#demo
• Github: https://evopresent.github.io/

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🔹 Title: The Valley of Code Reasoning: Scaling Knowledge Distillation of Large Language Models

🔹 Publication Date: Published on Oct 7

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.06101
• PDF: https://arxiv.org/pdf/2510.06101

🔹 Datasets citing this paper:
• https://huggingface.co/datasets/collinear-ai/valley-of-reasoning-data

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🔹 Title: On Code-Induced Reasoning in LLMs

🔹 Publication Date: Published on Sep 25

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.21499
• PDF: https://arxiv.org/pdf/2509.21499

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🔹 Title: Scientific Algorithm Discovery by Augmenting AlphaEvolve with Deep Research

🔹 Publication Date: Published on Oct 7

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.06056
• PDF: https://arxiv.org/pdf/2510.06056
• Github: https://github.com/liugangcode/deepevolve

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🔹 Title: Adaptive Pruning for Increased Robustness and Reduced Computational Overhead in Gaussian Process Accelerated Saddle Point Searches

🔹 Publication Date: Published on Oct 7

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.06030
• PDF: https://arxiv.org/pdf/2510.06030
• Github: https://github.com/theochemUI/otgpd_repro

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🔹 Title: GRACE: Generative Representation Learning via Contrastive Policy Optimization

🔹 Publication Date: Published on Oct 6

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.04506
• PDF: https://arxiv.org/pdf/2510.04506
• Github: https://github.com/GasolSun36/GRACE

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🔹 Title: Let it Calm: Exploratory Annealed Decoding for Verifiable Reinforcement Learning

🔹 Publication Date: Published on Oct 6

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.05251
• PDF: https://arxiv.org/pdf/2510.05251
• Project Page: https://yangalan123.github.io/ead_rlvr/
• Github: https://github.com/yangalan123/EAD-RLVR/tree/annealed_sampling/recipe/ead

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🔹 Title: ChartAgent: A Multimodal Agent for Visually Grounded Reasoning in Complex Chart Question Answering

🔹 Publication Date: Published on Oct 6

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.04514
• PDF: https://arxiv.org/pdf/2510.04514

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🔹 Title: Scalable In-context Ranking with Generative Models

🔹 Publication Date: Published on Oct 6

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.05396
• PDF: https://arxiv.org/pdf/2510.05396

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🔹 Title: MEMTRACK: Evaluating Long-Term Memory and State Tracking in Multi-Platform Dynamic Agent Environments

🔹 Publication Date: Published on Oct 1

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.01353
• PDF: https://arxiv.org/pdf/2510.01353

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🔹 Title: SDQM: Synthetic Data Quality Metric for Object Detection Dataset Evaluation

🔹 Publication Date: Published on Oct 8

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.06596
• PDF: https://arxiv.org/pdf/2510.06596
• Github: https://github.com/ayushzenith/SDQM

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🔹 Title: BACHI: Boundary-Aware Symbolic Chord Recognition Through Masked Iterative Decoding on Pop and Classical Music

🔹 Publication Date: Published on Oct 8

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.06528
• PDF: https://arxiv.org/pdf/2510.06528

🔹 Datasets citing this paper:
• https://huggingface.co/datasets/Itsuki-music/BACHI_Chord_Recognition

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🔹 Title: DYMO-Hair: Generalizable Volumetric Dynamics Modeling for Robot Hair Manipulation

🔹 Publication Date: Published on Oct 7

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.06199
• PDF: https://arxiv.org/pdf/2510.06199
• Github: https://chengyzhao.github.io/DYMOHair-web/

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🔹 Title: Multi-Agent Tool-Integrated Policy Optimization

🔹 Publication Date: Published on Oct 6

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.04678
• PDF: https://arxiv.org/pdf/2510.04678
• Github: https://github.com/mzf666/MATPO

🔹 Datasets citing this paper:
• https://huggingface.co/datasets/veggiebird/MATPO-data
• https://huggingface.co/datasets/veggiebird/MATPO-rollout

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🔹 Title: Vibe Checker: Aligning Code Evaluation with Human Preference

🔹 Publication Date: Published on Oct 8

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.07315
• PDF: https://arxiv.org/pdf/2510.07315

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🔹 Title: Artificial Hippocampus Networks for Efficient Long-Context Modeling

🔹 Publication Date: Published on Oct 8

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.07318
• PDF: https://arxiv.org/pdf/2510.07318
• Github: https://github.com/ByteDance-Seed/AHN

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🔹 Title: Lumina-DiMOO: An Omni Diffusion Large Language Model for Multi-Modal Generation and Understanding

🔹 Publication Date: Published on Oct 7

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.06308
• PDF: https://arxiv.org/pdf/2510.06308
• Project Page: https://synbol.github.io/Lumina-DiMOO/
• Github: https://github.com/Alpha-VLLM/Lumina-DiMOO

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🔹 Title: Cache-to-Cache: Direct Semantic Communication Between Large Language Models

🔹 Publication Date: Published on Oct 3

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.03215
• PDF: https://arxiv.org/pdf/2510.03215
• Project Page: https://fuvty.github.io/C2C_Project_Page/
• Github: https://github.com/thu-nics/C2C

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🔹 Title: OBS-Diff: Accurate Pruning For Diffusion Models in One-Shot

🔹 Publication Date: Published on Oct 8

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.06751
• PDF: https://arxiv.org/pdf/2510.06751
• Project Page: https://alrightlone.github.io/OBS-Diff-Webpage/
• Github: https://github.com/Alrightlone/OBS-Diff

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