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Academic · 1 min

DeepPresenter: Environment-Grounded Reflection for Agentic Presentation Generation

arXiv:2602.22839v1 Announce Type: new Abstract: Presentation generation requires deep content research, coherent visual design, and iterative refinement based on observation. However, existing presentation agents often …

Hao Zheng, Guozhao Mo, Xinru Yan, Qianhao Yuan, Wenkai Zhang, Xuanang Chen, Yaojie Lu, Hongyu Lin, Xianpei Han, Le Sun
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Academic · 1 min

OmniGAIA: Towards Native Omni-Modal AI Agents

arXiv:2602.22897v1 Announce Type: new Abstract: Human intelligence naturally intertwines omni-modal perception -- spanning vision, audio, and language -- with complex reasoning and tool usage to …

Xiaoxi Li, Wenxiang Jiao, Jiarui Jin, Shijian Wang, Guanting Dong, Jiajie Jin, Hao Wang, Yinuo Wang, Ji-Rong Wen, Yuan Lu, Zhicheng Dou
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Academic · 1 min

FactGuard: Agentic Video Misinformation Detection via Reinforcement Learning

arXiv:2602.22963v1 Announce Type: new Abstract: Multimodal large language models (MLLMs) have substantially advanced video misinformation detection through unified multimodal reasoning, but they often rely on …

Zehao Li, Hongwei Yu, Hao Jiang, Qiang Sheng, Yilong Xu, Baolong Bi, Yang Li, Zhenlong Yuan, Yujun Cai, Zhaoqi Wang
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Academic · 1 min

Certified Circuits: Stability Guarantees for Mechanistic Circuits

arXiv:2602.22968v1 Announce Type: new Abstract: Understanding how neural networks arrive at their predictions is essential for debugging, auditing, and deployment. Mechanistic interpretability pursues this goal …

Alaa Anani, Tobias Lorenz, Bernt Schiele, Mario Fritz, Jonas Fischer
4 views
Academic · 1 min

SPM-Bench: Benchmarking Large Language Models for Scanning Probe Microscopy

arXiv:2602.22971v1 Announce Type: new Abstract: As LLMs achieved breakthroughs in general reasoning, their proficiency in specialized scientific domains reveals pronounced gaps in existing benchmarks due …

Peiyao Xiao, Xiaogang Li, Chengliang Xu, Jiayi Wang, Ben Wang, Zichao Chen, Zeyu Wang, Kejun Yu, Yueqian Chen, Xulin Liu, Wende Xiao, Bing Zhao, Hu Wei
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Academic · 1 min

Modeling Expert AI Diagnostic Alignment via Immutable Inference Snapshots

arXiv:2602.22973v1 Announce Type: new Abstract: Human-in-the-loop validation is essential in safety-critical clinical AI, yet the transition between initial model inference and expert correction is rarely …

Dimitrios P. Panagoulias, Evangelia-Aikaterini Tsichrintzi, Georgios Savvidis, Evridiki Tsoureli-Nikita
3 views
Academic · 1 min

RepSPD: Enhancing SPD Manifold Representation in EEGs via Dynamic Graphs

arXiv:2602.22981v1 Announce Type: new Abstract: Decoding brain activity from electroencephalography (EEG) is crucial for neuroscience and clinical applications. Among recent advances in deep learning for …

Haohui Jia, Zheng Chen, Lingwei Zhu, Xu Cao, Yasuko Matsubara, Takashi Matsubara, Yasushi Sakurai
3 views
Academic · 1 min

Learning-based Multi-agent Race Strategies in Formula 1

arXiv:2602.23056v1 Announce Type: new Abstract: In Formula 1, race strategies are adapted according to evolving race conditions and competitors' actions. This paper proposes a reinforcement …

Giona Fieni, Joschua W\"uthrich, Marc-Philippe Neumann, Christopher H. Onder
4 views
Academic · 1 min

Enhancing CVRP Solver through LLM-driven Automatic Heuristic Design

arXiv:2602.23092v1 Announce Type: new Abstract: The Capacitated Vehicle Routing Problem (CVRP), a fundamental combinatorial optimization challenge, focuses on optimizing fleet operations under vehicle capacity constraints. …

Zhuoliang Xie, Fei Liu, Zhenkun Wang, Qingfu Zhang
3 views
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