전체 전문분석자료

전문분석자료

Academic · 약 1분

Towards Neural Graph Data Management

arXiv:2603.05529v1 Announce Type: cross Abstract: While AI systems have made remarkable progress in processing unstructured text, structured data such as graphs stored in databases, continues …

Yufei Li, Yisen Gao, Jiaxin Bai, Jiaxuan Xiong, Haoyu Huang, Zhongwei Xie, Hong Ting Tsang, Yangqiu Song
조회수 64회
Academic · 약 1분

The EpisTwin: A Knowledge Graph-Grounded Neuro-Symbolic Architecture for Personal AI

arXiv:2603.06290v1 Announce Type: new Abstract: Personal Artificial Intelligence is currently hindered by the fragmentation of user data across isolated silos. While Retrieval-Augmented Generation offers a …

Giovanni Servedio, Potito Aghilar, Alessio Mattiace, Gianni Carmosino, Francesco Musicco, Gabriele Conte, Vito Walter Anelli, Tommaso Di Noia, Francesco Maria Donini
조회수 45회
Academic · 약 1분

The World Won't Stay Still: Programmable Evolution for Agent Benchmarks

arXiv:2603.05910v1 Announce Type: new Abstract: LLM-powered agents fulfill user requests by interacting with environments, querying data, and invoking tools in a multi-turn process. Yet, most …

Guangrui Li, Yaochen Xie, Yi Liu, Ziwei Dong, Xingyuan Pan, Tianqi Zheng, Jason Choi, Michael J. Morais, Binit Jha, Shaunak Mishra, Bingrou Zhou, Chen Luo, Monica Xiao Cheng, Dawn Song
조회수 41회
Academic · 약 1분

DeepFact: Co-Evolving Benchmarks and Agents for Deep Research Factuality

arXiv:2603.05912v1 Announce Type: new Abstract: Search-augmented LLM agents can produce deep research reports (DRRs), but verifying claim-level factuality remains challenging. Existing fact-checkers are primarily designed …

Yukun Huang, Leonardo F. R. Ribeiro, Momchil Hardalov, Bhuwan Dhingra, Markus Dreyer, Venkatesh Saligrama
조회수 34회
Academic · 약 1분

RACAS: Controlling Diverse Robots With a Single Agentic System

arXiv:2603.05621v1 Announce Type: cross Abstract: Many robotic platforms expose an API through which external software can command their actuators and read their sensors. However, transitioning …

Dylan R. Ashley, Jan Przepi\'ora, Yimeng Chen, Ali Abualsaud, Nurzhan Yesmagambet, Shinkyu Park, Eric Feron, J\"urgen Schmidhuber
조회수 53회
Academic · 약 1분

Real-Time AI Service Economy: A Framework for Agentic Computing Across the Continuum

arXiv:2603.05614v1 Announce Type: new Abstract: Real-time AI services increasingly operate across the device-edge-cloud continuum, where autonomous AI agents generate latency-sensitive workloads, orchestrate multi-stage processing pipelines, …

Lauri Lov\'en, Alaa Saleh, Reza Farahani, Ilir Murturi, Miguel Bordallo L\'opez, Praveen Kumar Donta, Schahram Dustdar
조회수 39회