🔹 Title: ScaleDiff: Scaling Difficult Problems for Advanced Mathematical Reasoning

🔹 Publication Date: Published on Sep 25

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.21070
• PDF: https://arxiv.org/pdf/2509.21070
• Github: https://github.com/QizhiPei/ScaleDiff

🔹 Datasets citing this paper:
• https://huggingface.co/datasets/QizhiPei/ScaleDiff-Math

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🔹 Title: StyleBench: Evaluating thinking styles in Large Language Models

🔹 Publication Date: Published on Sep 25

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.20868
• PDF: https://arxiv.org/pdf/2509.20868
• Github: https://github.com/JamesJunyuGuo/Style_Bench

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🔹 Title: Tree Search for LLM Agent Reinforcement Learning

🔹 Publication Date: Published on Sep 25

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.21240
• PDF: https://arxiv.org/pdf/2509.21240
• Github: https://github.com/AMAP-ML/Tree-GRPO

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🔹 Title: VCRL: Variance-based Curriculum Reinforcement Learning for Large Language Models

🔹 Publication Date: Published on Sep 24

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.19803
• PDF: https://arxiv.org/pdf/2509.19803

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🔹 Title: MOSS-ChatV: Reinforcement Learning with Process Reasoning Reward for Video Temporal Reasoning

🔹 Publication Date: Published on Sep 25

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.21113
• PDF: https://arxiv.org/pdf/2509.21113

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🔹 Title: Does FLUX Already Know How to Perform Physically Plausible Image Composition?

🔹 Publication Date: Published on Sep 25

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.21278
• PDF: https://arxiv.org/pdf/2509.21278

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🔹 Title: V-GameGym: Visual Game Generation for Code Large Language Models

🔹 Publication Date: Published on Sep 24

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.20136
• PDF: https://arxiv.org/pdf/2509.20136
• Github: https://v-gamegym.github.io/leaderboard.html

🔹 Datasets citing this paper:
• https://huggingface.co/datasets/alibabagroup/SKYLENAGE-GameCodeGym

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🔹 Title: The Unanticipated Asymmetry Between Perceptual Optimization and Assessment

🔹 Publication Date: Published on Sep 25

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.20878
• PDF: https://arxiv.org/pdf/2509.20878
• Github: https://github.com/Oreki1999/AsymmetryIQA

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🔹 Title: Behind RoPE: How Does Causal Mask Encode Positional Information?

🔹 Publication Date: Published on Sep 25

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.21042
• PDF: https://arxiv.org/pdf/2509.21042

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🔹 Title: Discrete Diffusion for Reflective Vision-Language-Action Models in Autonomous Driving

🔹 Publication Date: Published on Sep 24

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.20109
• PDF: https://arxiv.org/pdf/2509.20109
• Github: https://github.com/pixeli99/ReflectDrive

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🔹 Title: TrustJudge: Inconsistencies of LLM-as-a-Judge and How to Alleviate Them

🔹 Publication Date: Published on Sep 25

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.21117
• PDF: https://arxiv.org/pdf/2509.21117

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🔹 Title: Blueprints of Trust: AI System Cards for End to End Transparency and Governance

🔹 Publication Date: Published on Sep 23

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.20394
• PDF: https://arxiv.org/pdf/2509.20394
• Github: https://github.com/RedHatProductSecurity/ai-system-card

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🔹 Title: Residual Off-Policy RL for Finetuning Behavior Cloning Policies

🔹 Publication Date: Published on Sep 23

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.19301
• PDF: https://arxiv.org/pdf/2509.19301
• Project Page: https://residual-offpolicy-rl.github.io/

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🔹 Title: MI-Fuse: Label Fusion for Unsupervised Domain Adaptation with Closed-Source Large-Audio Language Model

🔹 Publication Date: Published on Sep 25

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.20706
• PDF: https://arxiv.org/pdf/2509.20706

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🔹 Title: Quantized Visual Geometry Grounded Transformer

🔹 Publication Date: Published on Sep 25

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.21302
• PDF: https://arxiv.org/pdf/2509.21302
• Github: https://github.com/wlfeng0509/QuantVGGT

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🔹 Title: AutoIntent: AutoML for Text Classification

🔹 Publication Date: Published on Sep 25

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.21138
• PDF: https://arxiv.org/pdf/2509.21138
• Project Page: https://deeppavlov.github.io/AutoIntent/versions/dev/index.html
• Github: https://github.com/deeppavlov/autointent/

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🔹 Title: Recon-Act: A Self-Evolving Multi-Agent Browser-Use System via Web Reconnaissance, Tool Generation, and Task Execution

🔹 Publication Date: Published on Sep 25

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.21072
• PDF: https://arxiv.org/pdf/2509.21072
• Github: https://github.com/inclusionAI/AWorld/tree/main/examples/visualwebarena

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🔹 Title: BESPOKE: Benchmark for Search-Augmented Large Language Model Personalization via Diagnostic Feedback

🔹 Publication Date: Published on Sep 25

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.21106
• PDF: https://arxiv.org/pdf/2509.21106
• Project Page: https://augustinlib.github.io/BESPOKE/
• Github: https://github.com/augustinLib/BESPOKE

🔹 Datasets citing this paper:
• https://huggingface.co/datasets/yonsei-dli/BESPOKE

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🔹 Title: When Judgment Becomes Noise: How Design Failures in LLM Judge Benchmarks Silently Undermine Validity

🔹 Publication Date: Published on Sep 24

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.20293
• PDF: https://arxiv.org/pdf/2509.20293

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🔹 Title: Thinking While Listening: Simple Test Time Scaling For Audio Classification

🔹 Publication Date: Published on Sep 24

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.19676
• PDF: https://arxiv.org/pdf/2509.19676

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