Cortiq

· 87편

Agentic AI

해당 날짜의 arXiv 발표에서 선별한 랭킹 브리프입니다. Cortiq은 주제 적합도, 주저자 맥락, 공개 연구 신호를 함께 봅니다.

1. Adaptive Latent Agentic Reasoning

Dongwon Jung, Peng Shi, Yi Zhang, Junshan Zhang, Muhao Chen

주저자 소속 - University of California, Davis

2. Enhancing Operational Safety via Agentic Dialogue Hazard Identification Analysis

Sanjay Das, Ran Elgedawy, Ethan Seefried, Ryan Burchfield, Tirthankar Ghosal

주저자 소속 - Oak Ridge National Laboratory

3. Toward a Modular Architecture for Embedded AI Agent Systems at the Edge

Marcus Rüb, Michael Gerhards

주저자 소속 - Foresthub.Ai

4. Inducing Reasoning Primitives from Agent Traces

Zhihan Lei, Jiarui Yan, Joshua Momo, William W. Cohen

주저자 소속 - Carnegie Mellon University

5. What Makes Interaction Trajectories Effective for Training Terminal Agents?

Sidi Yang, Chaofan Tao, Jierun Chen, Tiezheng Yu, Ruoyu Wang, ..., Taiqiang Wu, Lifeng Shang, Xiaohui Li, Ngai Wong, Haoli Bai

주저자 소속 - The University of Hong Kong

6. Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions

Zhenting Qi, Huangyuan Su, Ao Qu, Chenyu Wang, Yu Yao, ..., Ju Li, Paul Pu Liang, Himabindu Lakkaraju, Sham Kakade, Yilun Du

주저자 소속 - Harvard

7. KForge: LLM-Driven Cross-Platform Kernel Generation for AI Accelerators

Taras Sereda, Burak Bartan, Ankita Nayak, Tom St.John, Natalie Serrino, Zain Asgar

주저자 소속 - Gimlet Labs Inc., San Francisco, California, USA

8. Multi$^2$: Hierarchical Multi-Agent Decision-Making with LLM-Based Agents in Interactive Environments

Sangeun Park, Minhae Kwon

주저자 소속 - Sungkyunkwan University, Republic of Korea

9. MUSE: A Unified Agentic Harness for MLLMs

Jianglin Lu, Hailing Wang, Xu Ma, Qihua Dong, Mingyuan Zhang, Yizhou Wang, Yun Fu

주저자 소속 - Northeastern University

10. EvoDrive: Pareto Evolution for Safety-Critical Autonomous Driving via Self-Improving LLM Agents

Tong Nie, Yuewen Mei, Yihong Tang, Junlin He, Jie Deng, Jian Sun, Wei Ma

주저자 소속 - The Hong Kong Polytechnic University
나머지 77편 보기

11. EvoDS: Self-Evolving Autonomous Data Science Agent with Skill Learning and Context Management

Zherui Yang, Fan Liu, Yansong Ning, Hao Liu

주저자 소속 - The Hong Kong University of Science and Technology (Guangzhou)

13. Tool-Aware Optimization with Entropy Guidance for Efficient Agentic Reinforcement Learning

Hongye Cao, Nuo Yan, Haoyuan Deng, Ziwei Wang, Tianpei Yang, Jing Huo, Yuyao Zhang, Yang Gao

주저자 소속 - National Key Laboratory for Novel Software Technology, Nanjing University, Nanjing 210093, China

23. PhotoCraft: Agentic Reasoning with Hierarchical Self-Evolving Memory for Deep Image Search

Kailin Lyu, Zhiqiang Yuan, Jianwei He, Qiwei Yan, Xuanbo Su, ..., Ce Hao, Shengqian Qin, Lianyu Hu, Jinchao Zhang, Jie Zhou

주저자 소속 - Pattern Recognition Center, School of Computer Science, Peking University, Beijing, China

24. MemTrain: Self-Supervised Context Memory Training

Ziheng Li, Xingrun Xing, Haoqing Wang, Zhi-Hong Deng, Yehui Tang

주저자 소속 - State Key Laboratory of General Artificial Intelligence, School of Intelligence Science and Technology, Peking University

29. VirtualMLE: A Virtual ML Engineer that Optimizes Sequential Recommenders

Shiteng Cao, Jingwen Liu, Junda She, Zhiheng Li

주저자 소속 - Shenzhen International Graduate School, Tsinghua University

35. DELTAMEM: Incremental Experience Memory for LLM Agents via Residual Trees

Haoran Tan, Zeyu Zhang, Zhicheng Cao, Rui Li, Xu Chen

주저자 소속 - Gaoling School of Artificial, Renmin University of China, Beijing, China

42. Cross-Lingual Token Arbitrage: Optimizing Code Agent Context Windows via Local LLM Preprocessing

Mehmet Utku Colak

주저자 소속 - Department of Computer Engineering, Istanbul Technical University

43. The DeepSpeak-Agentic Dataset

Sarah Barrington, Maty Bohacek, Hany Farid

주저자 소속 - University of California, Berkeley, USA

47. Validation-Gated Multi-Agent Governance for Online Adaptation of Thermal-Hydraulic Surrogate Models under Operating-Regime Shift

Doyeong Lim, Seungyoon Lee, In Cheol Bang

주저자 소속 - Department of Nuclear Engineering, Ulsan National Institute of Science and Technology (UNIST), Ulsan, 44919, Republic of Korea

54. What You Approve Is What Executes: Consent Integrity for Black-Box LLM Agents

Xiaoqi Weng

주저자 소속 - Faculty of Science and Technology, Bournemouth University, Poole, United Kingdom

59. \textsc{CR-Seg}: Attention-Guided and CoT-Enhanced Coarse-to-Refined Reasoning Segmentation

Yifan Cao, Xiaocui Yang, Faxian Wan, Shi Feng, Daling Wang, Yifei Zhang

주저자 소속 - School of Computer Science and Engineering, Northeastern University, Shenyang 110819, China

62. Causal Mirage Equilibrium in Agentic Machine Intelligence

Hamidou Tembine

주저자 소속 - Department of EECS, School of Engineering, UQTR, Canada

66. BotDirector: Robot Storytelling Across the Symmetrical Reality with Multi-modal Interactions

Zhe Sun, Meng Wang, Lei Wang, Yuxi Wang, Wanxin Li, Yujia Peng, Zhenliang Zhang

주저자 소속 - State Key Laboratory of General Artificial Intelligence, BIGAI, Beijing, China

69. An Asymptotic Theory of Chain-of-Thought in In-Context Learning

Kaito Takanami, Cengiz Pehlevan

주저자 소속 - Department of Physics, Graduate School of Science, The University of Tokyo

70. Proof-Refactor: Refactoring Generated Formal Proofs into Modular Artifacts

Yiming Fu, Peixuan Liu, Zichen Wang, Kun yuan

주저자 소속 - Southern University of Science and Technology

72. Learn from Your Mistakes: Tree-like Self-Play for Secure Code LLMs

Wenqi Chen, Ziyan Zhang, Bing Wang, Lin Liu, Hengheng Zhang, Zhengsu Chen

주저자 소속 - University of Electronic Science and Technology of China, Chengdu, China

74. ToolGate: Token-Efficient Pre-Call Control for Tool-Augmented Vision-Language Agents

Anjie Liu, Yan Song, Zhixun Chen, Ziqin Gong, Zhongwei Yu, Jun Wang

주저자 소속 - The Hong Kong University of Science and Technology (Guangzhou)

76. ThoughtFold: Folding Reasoning Chains via Introspective Preference Learning

Ziyan Liu, Xueda Shen, Yuzhe Gu, Songyang Gao, Kuikun Liu, Guangran Cheng, Chengqi Lyu, Dahua Lin, Wenwei Zhang, Kai Chen

주저자 소속 - Shanghai Artificial Intelligence Laboratory, University of Science and Technology of China

78. FGRPO: Federated GRPO with Adaptive Aggregation on Non-IID Data

Pengyu Chen, Shaowei Li, Kai Wang, Yunsheng Yuan, Kai Han, Jun Luo, Feng Li

주저자 소속 - School of Computer Science and Technology, Shandong University, Qingdao China

82. From Script to Semantics: Prompting Strategies for African NLI

Anuj Tiwari, Terry Oko-odion, Hannah Nwokocha

주저자 소속 - Noida Institute of Engineering and Technology