전체 전문분석자료

전문분석자료

Academic · 약 1분

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
조회수 34회
Academic · 약 1분

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
조회수 48회
Academic · 약 1분

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
조회수 27회
Academic · 약 1분

Decoder-based Sense Knowledge Distillation

arXiv:2602.22351v1 Announce Type: new Abstract: Large language models (LLMs) learn contextual embeddings that capture rich semantic information, yet they often overlook structured lexical knowledge such …

Qitong Wang, Mohammed J. Zaki, Georgios Kollias, Vasileios Kalantzis
조회수 28회
Academic · 약 1분

Causality $\neq$ Invariance: Function and Concept Vectors in LLMs

arXiv:2602.22424v1 Announce Type: new Abstract: Do large language models (LLMs) represent concepts abstractly, i.e., independent of input format? We revisit Function Vectors (FVs), compact representations …

Gustaw Opie{\l}ka, Hannes Rosenbusch, Claire E. Stevenson
조회수 40회