🔹 Title: EconProver: Towards More Economical Test-Time Scaling for Automated Theorem Proving

🔹 Publication Date: Published on Sep 16

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.12603
• PDF: https://arxiv.org/pdf/2509.12603

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🔹 Title: WebSailor-V2: Bridging the Chasm to Proprietary Agents via Synthetic Data and Scalable Reinforcement Learning

🔹 Publication Date: Published on Sep 16

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.13305
• PDF: https://arxiv.org/pdf/2509.13305

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🔹 Title: Scaling Agents via Continual Pre-training

🔹 Publication Date: Published on Sep 16

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.13310
• PDF: https://arxiv.org/pdf/2509.13310

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🔹 Title: ReSum: Unlocking Long-Horizon Search Intelligence via Context Summarization

🔹 Publication Date: Published on Sep 16

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.13313
• PDF: https://arxiv.org/pdf/2509.13313

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🔹 Title: Optimal Brain Restoration for Joint Quantization and Sparsification of LLMs

🔹 Publication Date: Published on Sep 14

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.11177
• PDF: https://arxiv.org/pdf/2509.11177
• Github: https://huggingface.co/collections/HangGuo/optimal-brain-resotration-689863c8687d3aeed27f9a96

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🔹 Title: Phi: Preference Hijacking in Multi-modal Large Language Models at Inference Time

🔹 Publication Date: Published on Sep 15

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.12521
• PDF: https://arxiv.org/pdf/2509.12521
• Github: https://github.com/Yifan-Lan/Phi

🔹 Datasets citing this paper:
• https://huggingface.co/datasets/yflantmy/universal-preference-hijacking-datasets

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🔹 Title: zELO: ELO-inspired Training Method for Rerankers and Embedding Models

🔹 Publication Date: Published on Sep 16

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.12541
• PDF: https://arxiv.org/pdf/2509.12541

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🔹 Title: Struct-Bench: A Benchmark for Differentially Private Structured Text Generation

🔹 Publication Date: Published on Sep 12

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.10696
• PDF: https://arxiv.org/pdf/2509.10696
• Github: https://github.com/struct-bench/structpe

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🔹 Title: Sound Matching an Analogue Levelling Amplifier Using the Newton-Raphson Method

🔹 Publication Date: Published on Sep 12

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.10706
• PDF: https://arxiv.org/pdf/2509.10706
• Github: https://github.com/aim-qmul/4a2a

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🔹 Title: GenExam: A Multidisciplinary Text-to-Image Exam

🔹 Publication Date: Published on Sep 17

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.14232
• PDF: https://arxiv.org/pdf/2509.14232
• Github: https://github.com/OpenGVLab/GenExam

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🔹 Title: THOR: Tool-Integrated Hierarchical Optimization via RL for Mathematical Reasoning

🔹 Publication Date: Published on Sep 17

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.13761
• PDF: https://arxiv.org/pdf/2509.13761
• Github: https://github.com/JingMog/THOR

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🔹 Title: SAIL-VL2 Technical Report

🔹 Publication Date: Published on Sep 17

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.14033
• PDF: https://arxiv.org/pdf/2509.14033

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🔹 Title: MARS2 2025 Challenge on Multimodal Reasoning: Datasets, Methods, Results, Discussion, and Outlook

🔹 Publication Date: Published on Sep 17

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.14142
• PDF: https://arxiv.org/pdf/2509.14142
• Project Page: https://github.com/mars2workshop/
• Github: https://huggingface.co/papers?q=GitHub%20organization%20page

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🔹 Title: Wan-Animate: Unified Character Animation and Replacement with Holistic Replication

🔹 Publication Date: Published on Sep 17

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.14055
• PDF: https://arxiv.org/pdf/2509.14055
• Project Page: https://humanaigc.github.io/wan-animate/

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🔹 Title: SteeringControl: Holistic Evaluation of Alignment Steering in LLMs

🔹 Publication Date: Published on Sep 16

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.13450
• PDF: https://arxiv.org/pdf/2509.13450

🔹 Datasets citing this paper:
• https://huggingface.co/datasets/WangResearchLab/SteeringControl

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🔹 Title: Hala Technical Report: Building Arabic-Centric Instruction & Translation Models at Scale

🔹 Publication Date: Published on Sep 17

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.14008
• PDF: https://arxiv.org/pdf/2509.14008

🔹 Datasets citing this paper:
• https://huggingface.co/datasets/hammh0a/Hala-4.6M-SFT

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🔹 Title: Scrub It Out! Erasing Sensitive Memorization in Code Language Models via Machine Unlearning

🔹 Publication Date: Published on Sep 17

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.13755
• PDF: https://arxiv.org/pdf/2509.13755
• Github: https://github.com/Zhaoyang-Chu/code-unlearning

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🔹 Title: PANORAMA: The Rise of Omnidirectional Vision in the Embodied AI Era

🔹 Publication Date: Published on Sep 16

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.12989
• PDF: https://arxiv.org/pdf/2509.12989

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🔹 Title: Improving Context Fidelity via Native Retrieval-Augmented Reasoning

🔹 Publication Date: Published on Sep 17

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.13683
• PDF: https://arxiv.org/pdf/2509.13683
• Project Page: https://foundationagents.github.io/CARE
• Github: https://github.com/FoundationAgents/CARE

🔹 Datasets citing this paper:
• https://huggingface.co/datasets/sheryc/ms_marco_care
• https://huggingface.co/datasets/sheryc/DROP_care
• https://huggingface.co/datasets/sheryc/hotpotqa_care

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🔹 Title: MedReseacher-R1: Expert-Level Medical Deep Researcher via A Knowledge-Informed Trajectory Synthesis Framework

🔹 Publication Date: Published on Aug 20

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2508.14880
• PDF: https://arxiv.org/pdf/2508.14880

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🔹 Title: AERIS: Argonne Earth Systems Model for Reliable and Skillful Predictions

🔹 Publication Date: Published on Sep 16

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.13523
• PDF: https://arxiv.org/pdf/2509.13523

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