From Large AI Models to Agentic AI: A Tutorial on Future Intelligent Communications

28 May 2025

Papers citing "From Large AI Models to Agentic AI: A Tutorial on Future Intelligent Communications"

50 / 66 papers shown

Title
AI Agents vs. Agentic AI: A Conceptual Taxonomy, Applications and Challenges Ranjan Sapkota Konstantinos I. Roumeliotis Manoj Karkee AI4TS 91 4 0 15 May 2025
UAV-CodeAgents: Scalable UAV Mission Planning via Multi-Agent ReAct and Vision-Language Reasoning Oleg Sautenkov Yasheerah Yaqoot Muhammad Ahsan Mustafa Faryal Batool Jeffrin Sam Artem Lykov Chih-Yung Wen Dzmitry Tsetserukou 71 3 0 12 May 2025
LLM-OptiRA: LLM-Driven Optimization of Resource Allocation for Non-Convex Problems in Wireless Communications Xinyue Peng Yanming Liu Yihan Cang Chaoqun Cao Ming Chen 101 1 0 04 May 2025
A survey of agent interoperability protocols: Model Context Protocol (MCP), Agent Communication Protocol (ACP), Agent-to-Agent Protocol (A2A), and Agent Network Protocol (ANP) Abul Ehtesham Aditi Singh Gaurav Kumar Gupta Saket Kumar 78 6 0 04 May 2025
UserCentrix: An Agentic Memory-augmented AI Framework for Smart Spaces Alaa Saleh Sasu Tarkoma Praveen Kumar Donta Naser Hossein Motlagh Schahram Dustdar Susanna Pirttikangas Lauri Lovén 69 1 0 01 May 2025
LLM-Based Threat Detection and Prevention Framework for IoT Ecosystems Yazan Otoum Arghavan Asad Amiya Nayak 74 1 0 01 May 2025
Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications Naveen Krishnan LLMAG 45 6 0 26 Apr 2025
Building A Secure Agentic AI Application Leveraging A2A Protocol Idan Habler Ken Huang Vineeth Sai Narajala Prashant Kulkarni 59 11 0 23 Apr 2025
Self-Resource Allocation in Multi-Agent LLM Systems Alfonso Amayuelas Jingbo Yang Saaket Agashe Ashwin Nagarajan Antonis Antoniades Xinze Wang William Wang 124 5 0 02 Apr 2025
AgentNet: Decentralized Evolutionary Coordination for LLM-based Multi-Agent Systems Y. Yang Huacan Chai Shuai Shao Yangqiu Song Siyuan Qi Renting Rui Weinan Zhang AIFin 86 6 0 01 Apr 2025
A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond Xiaoye Qu Yafu Li Zhaochen Su Weigao Sun Jianhao Yan ... Chaochao Lu Yue Zhang Xian-Sheng Hua Bowen Zhou Yu Cheng ReLM OffRL LRM 158 41 0 27 Mar 2025
Towards Agentic AI Networking in 6G: A Generative Foundation Model-as-Agent Approach Yong Xiao Guangming Shi Ping Zhang AI4CE 140 4 0 20 Mar 2025
Survey on Evaluation of LLM-based Agents Asaf Yehudai Lilach Eden Alan Li Guy Uziel Yilun Zhao Roy Bar-Haim Arman Cohan Michal Shmueli-Scheuer LLMAG ELM Presented at ResearchTrend Connect \| LLMAG on 07 May 2025 146 10 0 20 Mar 2025
Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions Mourad Gridach Jay Nanavati Khaldoun Zine El Abidine Lenon Mendes Christina Mack 95 8 0 12 Mar 2025
AutoIOT: LLM-Driven Automated Natural Language Programming for AIoT Applications Leming Shen Qiang Yang Yuanqing Zheng Mo Li 72 3 0 07 Mar 2025
Agentic Reasoning: Reasoning LLMs with Tools for the Deep Research Junde Wu Jiayuan Zhu Yuyuan Liu LRM 84 21 0 07 Feb 2025
Evaluating Small Language Models for News Summarization: Implications and Factors Influencing Performance Borui Xu Yao Chen Zeyi Wen Weiguo Liu Bingsheng He 123 2 0 02 Feb 2025
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning DeepSeek-AI Daya Guo Dejian Yang Haowei Zhang Junxiao Song ... Shiyu Wang S. Yu Shunfeng Zhou Shuting Pan S.S. Li ReLM VLM OffRL AI4TS LRM 318 1,611 0 22 Jan 2025
Multi-Agent Collaboration Mechanisms: A Survey of LLMs Khanh-Tung Tran Dung Dao Minh-Duong Nguyen Quoc-Viet Pham Barry O'Sullivan Hoang D. Nguyen LLMAG 117 46 0 10 Jan 2025
A Survey on Large Language Models for Communication, Network, and Service Management: Application Insights, Challenges, and Future Directions Gordon Owusu Boateng Hani Sami Ahmed Alagha Hanae Elmekki Ahmad Hammoud ... Jamal Bentahar Sami Muhaidat C. Talhi Z. Dziong Mohsen Guizani 47 11 0 31 Dec 2024
LINKs: Large Language Model Integrated Management for 6G Empowered Digital Twin NetworKs Shufan Jiang Bangyan Lin Yue Wu Yuan Gao 72 3 0 31 Dec 2024
Leveraging Edge Intelligence and LLMs to Advance 6G-Enabled Internet of Automated Defense Vehicles Murat Arda Onsu Poonam Lohan Burak Kantarci 65 1 0 28 Dec 2024
Large Language Models for Knowledge-Free Network Management: Feasibility Study and Opportunities Hoon Lee Mintae Kim Seunghwan Baek Namyoon Lee Merouane Debbah Inkyu Lee 40 3 0 06 Oct 2024
IoT-LLM: Enhancing Real-World IoT Task Reasoning with Large Language Models Tuo An Yunjiao Zhou Han Zou Jianfei Yang LRM 70 8 0 03 Oct 2024
LLM Agents as 6G Orchestrator: A Paradigm for Task-Oriented Physical-Layer Automation Zhuoran Xiao Chenhui Ye Yunbo Hu Honggang Yuan Yihang Huang Yijia Feng Liyu Cai Jiang Chang AI4CE LLMAG 48 5 0 21 Sep 2024
LLM-Empowered Resource Allocation in Wireless Communications Systems Woongsup Lee Jeonghun Park 32 13 0 06 Aug 2024
Large Language Models (LLMs) for Semantic Communication in Edge-based IoT Networks Alakesh Kalita 42 5 0 30 Jul 2024
Mobile Edge Intelligence for Large Language Models: A Contemporary Survey Guanqiao Qu Qiyuan Chen Wei Wei Zheng Lin Xianhao Chen Kaibin Huang 97 53 0 09 Jul 2024
ViT LoS V2X: Vision Transformers for Environment-aware LoS Blockage Prediction for 6G Vehicular Networks Ghazi Gharsallah Georges Kaddoum 43 3 0 27 Jun 2024
Efficient Prompting for LLM-based Generative Internet of Things Bin Xiao B. Kantarci Jiawen Kang Dusit Niyato Mohsen Guizani 63 20 0 14 Jun 2024
PrivacyRestore: Privacy-Preserving Inference in Large Language Models via Privacy Removal and Restoration Huiping Zhuang Jianwei Wang Zhengdong Lu Huiping Zhuang Haoran Li Huiping Zhuang Cen Chen RALM KELM 73 8 0 03 Jun 2024
Maintaining Adversarial Robustness in Continuous Learning Xiaolei Ru Xiaowei Cao Zijia Liu Jack Murdoch Moore Xin-Ya Zhang Xia Zhu Wenjia Wei Gang Yan AAML 50 3 0 17 Feb 2024
Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning Zhiheng Xi Wenxiang Chen Boyang Hong Senjie Jin Rui Zheng ... Xinbo Zhang Peng Sun Tao Gui Qi Zhang Xuanjing Huang LRM 42 27 0 08 Feb 2024
A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications Pranab Sahoo Ayush Kumar Singh Sriparna Saha Vinija Jain S. Mondal Aman Chadha 96 305 0 05 Feb 2024
Large Multi-Modal Models (LMMs) as Universal Foundation Models for AI-Native Wireless Systems Shengzhe Xu Christo Kurisummoottil Thomas Omar Hashash Nikhil Muralidhar Walid Saad Naren Ramakrishnan 48 25 0 30 Jan 2024
Mixtral of Experts Albert Q. Jiang Alexandre Sablayrolles Antoine Roux A. Mensch Blanche Savary ... Théophile Gervet Thibaut Lavril Thomas Wang Timothée Lacroix William El Sayed MoE LLMAG 144 1,075 0 08 Jan 2024
TinyLlama: An Open-Source Small Language Model Peiyuan Zhang Guangtao Zeng Tianduo Wang Wei Lu ALM LRM 126 389 0 04 Jan 2024
PrivateLoRA For Efficient Privacy Preserving LLM Yiming Wang Yu Lin Xiaodong Zeng Guannan Zhang 78 13 0 23 Nov 2023
A Comprehensive Survey on Vector Database: Storage and Retrieval Technique, Challenge Yikun Han Chunjiang Liu Pengfei Wang 70 62 0 18 Oct 2023
Pushing Large Language Models to the 6G Edge: Vision, Challenges, and Opportunities Zhengyi Lin Guanqiao Qu Qiyuan Chen Randy Sarayar Zhe Chen Kaibin Huang 62 98 0 28 Sep 2023
A Comprehensive Overview of Backdoor Attacks in Large Language Models within Communication Networks Haomiao Yang Kunlan Xiang Mengyu Ge Hongwei Li Rongxing Lu Shui Yu SILM 50 43 0 28 Aug 2023
Graph of Thoughts: Solving Elaborate Problems with Large Language Models Maciej Besta Nils Blach Aleš Kubíček Robert Gerstenberger Michal Podstawski ... Joanna Gajda Tomasz Lehmann H. Niewiadomski Piotr Nyczyk Torsten Hoefler LRM AI4CE LM&Ro 104 665 0 18 Aug 2023
Large AI Model-Based Semantic Communications Feibo Jiang Yubo Peng Li Dong Kezhi Wang Kun Yang Cunhua Pan Xiaohu You 66 52 0 07 Jul 2023
Large Language Models Empowered Autonomous Edge AI for Connected Intelligence Yifei Shen Jiawei Shao Xinjie Zhang Zehong Lin Hao Pan Dongsheng Li Jun Zhang Khaled B. Letaief 88 83 0 06 Jul 2023
Segment Anything Meets Semantic Communication Shehbaz Tariq Brian E. Arfeto Chaoning Zhang Hyundong Shin VLM 52 16 0 03 Jun 2023
Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models Lei Wang Wanyu Xu Yihuai Lan Zhiqiang Hu Yunshi Lan Roy Ka-wei Lee Ee-Peng Lim ReLM LRM 105 344 0 06 May 2023
Visual Instruction Tuning Haotian Liu Chunyuan Li Qingyang Wu Yong Jae Lee SyDa VLM MLLM 433 4,715 0 17 Apr 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 1.2K 14,179 0 15 Mar 2023
Scalable Diffusion Models with Transformers William S. Peebles Saining Xie GNN 77 2,275 0 19 Dec 2022
WITT: A Wireless Image Transmission Transformer for Semantic Communications Ke Yang Sixian Wang Jincheng Dai Kailin Tan K. Niu Ping Zhang ViT 55 95 0 02 Nov 2022