Journal: IEEE Trans. Cogn. Comm. & Networking

Volume 11, Issue 2

657 -- 671Ziqi Wang, Shiwen Mao. AIGC for Wireless Sensing: Diffusion-Empowered Human Activity Sensing
672 -- 686Kailin Tan, Jincheng Dai, Zhenyu Liu, Sixian Wang, Xiaoqi Qin, Wenjun Xu 0001, Kai Niu 0001, Ping Zhang 0003. Rate-Distortion-Perception Controllable Joint Source-Channel Coding for High-Fidelity Generative Semantic Communications
687 -- 699Kexin Zhang, Lixin Li, Wensheng Lin, Yuna Yan, Rui Li, Wenchi Cheng, Zhu Han 0001. Semantic Successive Refinement: A Generative AI-Aided Semantic Communication Framework
700 -- 711Pengfei Ren, Jingjing Wang 0001, Xiangwang Hou, Jianrui Chen, Chunxiao Jiang. GAI-Enhanced Robust Semantic Communication With Asymmetric Architecture
712 -- 724Huimei Han, Shanshan Wang, Weidang Lu, Shilian Zheng, Xiaoniu Yang. Residual CNN-Based Transceiver With Attention-Aided GAN for Unknown Channels
725 -- 737Li Zhou 0002, Xinfeng Deng, Zhe Wang, Xiaoying Zhang, Yanjie Dong, Xiping Hu 0001, Zhaolong Ning, Jibo Wei. Semantic Information Extraction and Multi-Agent Communication Optimization Based on Generative Pre-Trained Transformer
738 -- 750Xiucheng Wang, Keda Tao, Nan Cheng, Zhisheng Yin, Zan Li 0001, Yuan Zhang 0006, Xuemin Shen. RadioDiff: An Effective Generative Diffusion Model for Sampling-Free Dynamic Radio Map Construction
751 -- 763Xuanhao Luo, Zhizhen Li, Zhiyuan Peng, Mingzhe Chen, Yuchen Liu 0001. Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks
764 -- 776Shu Xu 0001, Jiexin Zhang, Yinfei Xu, Chunguo Li, Luxi Yang. Brownian Bridge-Based Diffusion Channel Denoising for ISAC Massive MIMO Systems
777 -- 790Xiaoqiang Zhu, Jiqiang Liu, Tao Zhang 0063, Yuan Liu, Chenyang Wang 0001, Chunpeng Wang 0001, ZhongQi Zhao, Zhu Han 0001. CPPU: Policy Space Diversity for Informative Path Planning and GAI-Enabled Updating CSI in ISAC
791 -- 804Jiaxiang Wang, Yinchao Yang, Zhaohui Yang 0001, Chongwen Huang, Mingzhe Chen, Zhaoyang Zhang 0001, Mohammad Shikh-Bahaei. Generative AI Empowered Semantic Feature Multiple Access (SFMA) Over Wireless Networks
805 -- 816Xiaoming He, Huawei Huang, Baozhou Xie, Chun Wang, Ruixin Li, Huajun Cui, Zibin Zheng. HiveFL: GAN-Empowered Semi-Asynchronous Federated Learning With Self-Determining Clients
817 -- 831Wenji He, Haipeng Yao, Xiaoxu Ren, Tianhao Ouyang, Zehui Xiong, Yuan He 0004, Yunhao Liu. Dual-Circulation Generative AI for Optimizing Resource Allocation in Multi-Granularity Heterogeneous Federated Learning
832 -- 846Huan Zhou 0002, Qiangqiang Gu, Peng Sun 0003, Xiaokang Zhou, Victor C. M. Leung, Xinggang Fan. Incentive-Driven and Energy Efficient Federated Learning in Mobile Edge Networks
847 -- 857Zijun Wu, Haijun Zhang 0001, Linpei Li, Yang Lu, Jian Yang. GAI-Based Resource Management in RIS-Aided Next-Generation Network and Communication
858 -- 872Xinyu Huang, Xue-qin, Mushu Li, Cheng Huang 0001, Xuemin Shen. Adaptive Digital Twin-Assisted 3C Management for QoE-Driven MSVS: A GAI-Based DRL Approach
873 -- 885Chuangchuang Zhang, Qiang He 0002, Fuliang Li, Xing-Wei Wang 0001, Sahil Garg, M. Shamim Hossain, Zhu Han 0001, Wei Yuan. GAI-Based Resource and QoE Aware Service Placement in Next-Generation Multi-Domain IoT Networks
886 -- 901Shuhang Zhang, Shuai Jiang, Wanjie Lin, Zheng Fang, Kangjun Liu, Hongliang Zhang 0001, Ke Chen 0004. Generative AI on SpectrumNet: An Open Benchmark of Multiband 3-D Radio Maps
902 -- 913Ze Chai, Yijing Lin, Zhipeng Gao, Xinlei Yu, Zhiqiang Xie. Diffusion Model Empowered Efficient Data Distillation Method for Cloud-Edge Collaboration
914 -- 922Qi Guo, Fengxiao Tang, Nei Kato. Routing for Space-Air-Ground Integrated Network With GAN-Powered Deep Reinforcement Learning
923 -- 932Chuan Zhang 0003, Xixi Zheng, Xiaolong Tao, Chenfei Hu, Weiting Zhang, Liehuang Zhu. Distributed Collaborative Inference System in Next-Generation Networks and Communication
933 -- 945Babar Ali, Muhammed Golec, Subramaniam Subramanian Murugesan, Huaming Wu, Sukhpal Singh Gill, Félix Cuadrado, Steve Uhlig. GAIKube: Generative AI-Based Proactive Kubernetes Container Orchestration Framework for Heterogeneous Edge Computing
946 -- 960Weijia Feng, Ruojia Zhang, Yichen Zhu, Chenyang Wang 0001, Chuan Sun, Xiaoqiang Zhu, Xiang Li, Tarik Taleb. Exploring Collaborative Diffusion Model Inferring for AIGC-Enabled Edge Services
961 -- 973Peichun Li, Huanyu Dong, Li Ping Qian 0001, Sheng Zhou 0001, Yuan Wu 0001. FlexGen: Efficient On-Demand Generative AI Service With Flexible Diffusion Model in Mobile Edge Networks
974 -- 986Azzedine Idir Ait Said, Abdelkader Mekrache, Karim Boutiba, Kostas Ramantas, Adlen Ksentini, Moufida Rahmani. 5G INSTRUCT Forge: An Advanced Data Engineering Pipeline for Making LLMs Learn 5G
987 -- 998Tingting Yang 0001, Ping Feng, Qixin Guo, Jindi Zhang, Xiufeng Zhang, Jiahong Ning, Xinghan Wang, Zhongyang Mao. AutoHMA-LLM: Efficient Task Coordination and Execution in Heterogeneous Multi-Agent Systems Using Hybrid Large Language Models
999 -- 1012Shiwen Kou, Chungang Yang, Mohan Gurusamy. GIA: LLM-Enabled Generative Intent Abstraction to Enhance Adaptability for Intent-Driven Networks
1013 -- 1023Yixin Fan, Jun Wu 0001. GAI-AntiCopy: Infrequent Transformation Aided Accuracy-Consistent Copyright Protection for Generative AI Instructions in NGN
1024 -- 1040Van-Tam Hoang, Van Linh Nguyen, Rong-Guey Chang, Po-Ching Lin, Ren-Hung Hwang, Trung Q. Duong. Adversarial Attacks Against Shared Knowledge Interpretation in Semantic Communications
1041 -- 1052Zhenju Zhang, Linru Ma, Mingqian Liu, Yunfei Chen 0001, Nan Zhao 0001, Arumugam Nallanathan. Robust Generative Defense Against Adversarial Attacks in Intelligent Modulation Recognition
1053 -- 1063Kübra Duran, Hyundong Shin, Trung Q. Duong, Berk Canberk. GenTwin: Generative AI-Powered Digital Twinning for Adaptive Management in IoT Networks
1064 -- 1077Zhaoyun Ding, Fei Wang, Fan Wu 0014, Lehai Xin, Kai Liu, Deqi Cao. Overlapping Entity Relation Extraction for Cybersecurity Based on Complex Tagging and Rule-Enhanced Prompt Learning
1078 -- 1090Yaju Liu, Siyuan Li 0005, Xi Lin 0003, Xiuzhen Chen, Gaolei Li, Yuchen Liu 0001, Bolin Liao, Jianhua Li 0001. QoS-Aware Multi-AIGC Service Orchestration at Edges: An Attention-Diffusion-Aided DRL Method
1091 -- 1102Jingyi Ping, Zhongxing Ming, Laizhong Cui. RAPID: Retrieval and Predictability for Improved Stable Diffusion
1103 -- 1118Ziwei Zhang 0008, Mengtao Zhu, Jiabin Liu, Yunjie Li, Shafei Wang. Class Information-Guided Reconstruction for Automatic Modulation Open-Set Recognition
1119 -- 1132Amirhossein Taherpour, Abbas Taherpour, Tamer Khattab, Xiaodong Wang 0001. Large Array Antenna Spectrum Sensing in Cognitive Radio Networks
1133 -- 1145Ye Liu 0004, Pei Tian, Carlo Alberto Boano, Xiaoyuan Ma, Qing Yang 0003, Honggang Wang. A Low-Cost and Infrastructure-Less LoRa Wireless Network Testbed for Cognitive Internet of Things
1146 -- 1160Minsig Han, Metasebia D. Gemeda, Ameha T. Abebe, Chung Gu Kang 0001. Deep Learning-Based Collision-Aware Multi-User Detection for Channel-Modulated Codebooks in Grant-Free Sparse Code Multiple Access Systems
1161 -- 1171Yilin Liao, Haozhe Li, Zijian Tian, Zhaoran Liu, Wenhai Wang, Xinggao Liu. Recurrent Neural Unit With Frequency Attention for Specific Emitter Identification
1172 -- 1183Han Zhu 0005, Jiamiao Zhan, Chan-Tong Lam, Bidong Chen, Benjamin K. Ng. Machine Learning-Based Blind Signal Detection for Ambient Backscatter Communication Systems
1184 -- 1196Jihong Wang, Zhuo Wang. A Data Augmentation-Based Channel Estimation Scheme for Intelligent Reflecting Surface-Assisted Wireless Communication System
1197 -- 1209Arun Kumar Sangaiah, Jayakrishnan Anandakrishnan, Aniruth Reddy Devarapelly, Muhammad Luqman Arif Bin Mohamad, Gui-bin Bian, Mohammed J. F. Alenazi, Salman A. AlQahtani. R-UAV-Net: Enhanced YOLOv4 With Graph-Semantic Compression for Transformative UAV Sensing in Paddy Agronomy
1210 -- 1224Van-Phuc Bui, Thinh Quang Dinh, Israel Leyva Mayorga, Shashi Raj Pandey, Eva Lagunas, Petar Popovski. Semantic Image Encoding and Communication for Earth Observation With LEO Satellites
1225 -- 1243Jianbo Du, Zuting Yu, Aijing Sun, Jing Jiang 0026, Haitao Zhao 0004, Ning Zhang 0007, Celimuge Wu, F. Richard Yu. Secure Task Offloading in Blockchain-Enabled MEC Networks With Improved PBFT Consensus
1244 -- 1257Lei Zhao 0007, Lin Cai 0001, Wu-Sheng Lu. Accelerating Federated Learning for Edge Intelligence Using Conjugated Central Acceleration With Inexact Global Line Search
1258 -- 1267Bomin Mao, Yingying Wu, Jiajia Liu 0001, Hongzhi Guo, Jiadai Wang, Nei Kato. Optimizing Secrecy Rate for Federated Learning Model Aggregation With Intelligent Reflecting Surface Toward 6G Ubiquitous Intelligence
1268 -- 1280Zixuan Bai, Jia Shi 0001, Zan Li 0001, Meng Li, Kwang-Cheng Chen. Rule-Guided DRL for UAV-Assisted Wireless Sensor Networks With No-Fly Zones Safety
1281 -- 1296Tianqi Zhang, Jianzhe Xue, Yunting Xu, Luofang Jiao, Jiacheng Chen, Haibo Zhou, Lian Zhao. Handover-Free Multi-Connectivity Mobility Management for Downlink FD-RAN: A Hierarchical DRL-Based Approach
1297 -- 1315Michael N. Dazhi, Hayder Al-Hraishawi, M. R. Bhavani Shankar, Symeon Chatzinotas, Joël Grotz. Joint NTN Slicing and Admission Control for Infrastructure-as-a-Service: A Deep Learning Aided Multi-Objective Optimization
1316 -- 1331Youkun Peng, Gang Feng 0004, Shuang Qin, Fengsheng Wei, Long Zhang 0007. Online Learning-Based Joint Gateway Selection and User Scheduling in Non-Stationary Air-Ground Networks