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2020 – today
- 2025
[j91]Jinbo Wen, Ruichen Zhang, Dusit Niyato, Jiawen Kang, Hongyang Du, Yang Zhang, Zhu Han:
Generative AI for Low-Carbon Artificial Intelligence of Things with Large Language Models. IEEE Internet Things Mag. 8(1): 82-91 (2025)- [j90]Yudong Huang, Hongyang Du, Xinyuan Zhang, Dusit Niyato, Jiawen Kang, Zehui Xiong, Shuo Wang, Tao Huang:
Large Language Models for Networking: Applications, Enabling Techniques, and Challenges. IEEE Netw. 39(1): 235-242 (2025) - 2024
- [j89]Minrui Xu
, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Shiwen Mao, Zhu Han, Abbas Jamalipour, Dong In Kim, Xuemin Shen, Victor C. M. Leung, H. Vincent Poor:
Unleashing the Power of Edge-Cloud Generative AI in Mobile Networks: A Survey of AIGC Services. IEEE Commun. Surv. Tutorials 26(2): 1127-1170 (2024) - [j88]Zhe Wang, Jiayi Zhang, Hongyang Du, Dusit Niyato, Shuguang Cui, Bo Ai, Mérouane Debbah, Khaled B. Letaief, H. Vincent Poor:
A Tutorial on Extremely Large-Scale MIMO for 6G: Fundamentals, Signal Processing, and Applications. IEEE Commun. Surv. Tutorials 26(3): 1560-1605 (2024) - [j87]Hongyang Du, Ruichen Zhang, Yinqiu Liu, Jiacheng Wang, Yijing Lin, Zonghang Li, Dusit Niyato, Jiawen Kang, Zehui Xiong, Shuguang Cui, Bo Ai, Haibo Zhou, Dong In Kim:
Enhancing Deep Reinforcement Learning: A Tutorial on Generative Diffusion Models in Network Optimization. IEEE Commun. Surv. Tutorials 26(4): 2611-2646 (2024) - [j86]Baoxia Du, Hongyang Du, Haifeng Liu, Dusit Niyato, Peng Xin, Jun Yu, Mingyang Qi, You Tang:
YOLO-Based Semantic Communication With Generative AI-Aided Resource Allocation for Digital Twins Construction. IEEE Internet Things J. 11(5): 7664-7678 (2024) - [j85]Tao Huang, Yudong Huang, Xinyuan Zhang, Shuo Wang, Hongyang Du, Dusit Niyato, Fei Richard Yu, Yun-Jie Liu:
Hirail: Core-Agnostic Deterministic Networks for Long-Distance Time-Sensitive IIoT Applications. IEEE Internet Things J. 11(10): 17198-17209 (2024) - [j84]Jiawen Kang, Yue Zhong, Minrui Xu, Jiangtian Nie, Jinbo Wen, Hongyang Du, Dongdong Ye, Xumin Huang, Dusit Niyato, Shengli Xie:
Tiny Multiagent DRL for Twins Migration in UAV Metaverses: A Multileader Multifollower Stackelberg Game Approach. IEEE Internet Things J. 11(12): 21021-21036 (2024) - [j83]Jie Zheng, Jipeng Xu, Hongyang Du, Dusit Niyato, Jiawen Kang, Jiangtian Nie, Zheng Wang:
Trust Management of Tiny Federated Learning in Internet of Unmanned Aerial Vehicles. IEEE Internet Things J. 11(12): 21046-21060 (2024) - [j82]Jiayi He, Bingkun Lai, Jiawen Kang, Hongyang Du, Jiangtian Nie, Tao Zhang, Yanli Yuan, Weiting Zhang, Dusit Niyato, Abbas Jamalipour:
Securing Federated Diffusion Model With Dynamic Quantization for Generative AI Services in Multiple-Access Artificial Intelligence of Things. IEEE Internet Things J. 11(17): 28064-28077 (2024) - [j81]Di Zhai, Jiqiang Liu, Tao Zhang, Jian Wang, Hongyang Du, Tianhao Liu, Tianxi Wang, Chuan Zhang, Jiawen Kang, Dusit Niyato:
EPDB: An Efficient and Privacy-Preserving Electric Charging Scheme in Internet of Robotic Things. IEEE Internet Things J. 11(20): 32464-32477 (2024) - [j80]Tianhao Liu, Jiqiang Liu, Tao Zhang, Jian Wang, Zhenhui Yuan, Minrui Xu, Di Zhai, Tianxi Wang, Hongyang Du, Dusit Niyato:
Blockchain and Trusted Hardware-Enabled Data Scheduling for Edge Learning in Wireless IIoT. IEEE Internet Things J. 11(21): 34229-34242 (2024) - [j79]Jiayuan Chen, You Shi, Changyan Yi, Hongyang Du, Jiawen Kang, Dusit Niyato:
Generative-AI-Driven Human Digital Twin in IoT Healthcare: A Comprehensive Survey. IEEE Internet Things J. 11(21): 34749-34773 (2024) - [j78]Jinbo Wen, Jiangtian Nie, Jiawen Kang, Dusit Niyato, Hongyang Du, Yang Zhang, Mohsen Guizani:
From Generative AI to Generative Internet of Things: Fundamentals, Framework, and Outlooks. IEEE Internet Things Mag. 7(3): 30-37 (2024) - [j77]Jiacheng Wang, Hongyang Du, Dusit Niyato, Mu Zhou, Jiawen Kang, Zehui Xiong, Abbas Jamalipour:
Through the Wall Detection and Localization of Autonomous Mobile Device in Indoor Scenario. IEEE J. Sel. Areas Commun. 42(1): 161-176 (2024) - [j76]Jiacheng Wang, Hongyang Du, Dusit Niyato, Zehui Xiong, Jiawen Kang, Bo Ai, Zhu Han, Dong In Kim:
Generative Artificial Intelligence Assisted Wireless Sensing: Human Flow Detection in Practical Communication Environments. IEEE J. Sel. Areas Commun. 42(10): 2737-2753 (2024) - [j75]Ruichen Zhang, Hongyang Du, Yinqiu Liu, Dusit Niyato, Jiawen Kang, Zehui Xiong, Abbas Jamalipour, Dong In Kim:
Generative AI Agents With Large Language Model for Satellite Networks via a Mixture of Experts Transmission. IEEE J. Sel. Areas Commun. 42(12): 3581-3596 (2024) - [j74]Hongyang Du, Ruichen Zhang, Dusit Niyato, Jiawen Kang, Zehui Xiong, Dong In Kim, Xuemin Shen, H. Vincent Poor:
Exploring Collaborative Distributed Diffusion-Based AI-Generated Content (AIGC) in Wireless Networks. IEEE Netw. 38(3): 178-186 (2024) - [j73]Yijing Lin, Zhipeng Gao, Hongyang Du, Dusit Niyato, Jiawen Kang, Abbas Jamalipour, Xuemin Sherman Shen:
A Unified Framework for Integrating Semantic Communication and AI-Generated Content in Metaverse. IEEE Netw. 38(4): 174-181 (2024) - [j72]Meng Shen, Jing Wang, Hongyang Du, Dusit Niyato, Xiangyun Tang, Jiawen Kang, Yaoling Ding, Liehuang Zhu:
Secure Semantic Communications: Challenges, Approaches, and Opportunities. IEEE Netw. 38(4): 197-206 (2024) - [j71]Ruichen Zhang, Ke Xiong, Hongyang Du, Dusit Niyato, Jiawen Kang, Xuemin Shen, H. Vincent Poor:
Generative AI-Enabled Vehicular Networks: Fundamentals, Framework, and Case Study. IEEE Netw. 38(4): 259-267 (2024) - [j70]Yinqiu Liu, Hongyang Du, Dusit Niyato, Jiawen Kang, Shuguang Cui, Xuemin Shen, Ping Zhang:
Optimizing Mobile-Edge AI-Generated Everything (AIGX) Services by Prompt Engineering: Fundamental, Framework, and Case Study. IEEE Netw. 38(5): 220-228 (2024) - [j69]Guangyuan Liu, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Dong In Kim, Xuemin Shen:
Semantic Communications for Artificial Intelligence Generated Content (AIGC) Toward Effective Content Creation. IEEE Netw. 38(5): 295-303 (2024) - [j68]Xumin Huang, Peichun Li, Hongyang Du, Jiawen Kang, Dusit Niyato, Dong In Kim, Yuan Wu:
Federated Learning-Empowered AI-Generated Content in Wireless Networks. IEEE Netw. 38(5): 304-313 (2024) - [j67]Jiayuan Chen, Changyan Yi, Hongyang Du, Dusit Niyato, Jiawen Kang, Jun Cai, Xuemin Shen:
A Revolution of Personalized Healthcare: Enabling Human Digital Twin With Mobile AIGC. IEEE Netw. 38(6): 234-242 (2024) - [j66]Ruichen Zhang, Hongyang Du, Yinqiu Liu, Dusit Niyato, Jiawen Kang, Sumei Sun, Xuemin Shen, H. Vincent Poor:
Interactive AI With Retrieval-Augmented Generation for Next Generation Networking. IEEE Netw. 38(6): 414-424 (2024) - [j65]Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Ping Zhang, Shuguang Cui, Xuemin Shen, Shiwen Mao, Zhu Han, Abbas Jamalipour, H. Vincent Poor, Dong In Kim:
The Age of Generative AI and AI-Generated Everything. IEEE Netw. 38(6): 501-512 (2024) - [j64]Enyu Shi, Jiayi Zhang, Hongyang Du, Bo Ai, Chau Yuen, Dusit Niyato, Khaled B. Letaief, Xuemin Shen:
RIS-Aided Cell-Free Massive MIMO Systems for 6G: Fundamentals, System Design, and Applications. Proc. IEEE 112(4): 331-364 (2024) - [j63]Nguyen Van Huynh, Jiacheng Wang, Hongyang Du, Dinh Thai Hoang, Dusit Niyato, Diep N. Nguyen, Dong In Kim, Khaled B. Letaief:
Generative AI for Physical Layer Communications: A Survey. IEEE Trans. Cogn. Commun. Netw. 10(3): 706-728 (2024) - [j62]Yi-Jing Liu, Gang Feng, Hongyang Du, Zheng Qin, Yao Sun, Jiawen Kang, Xiaoqian Li, Dusit Niyato:
Adaptive Clustering-Based Straggler-Aware Federated Learning in Wireless Edge Networks. IEEE Trans. Commun. 72(12): 7757-7771 (2024) - [j61]Ismail Lotfi, Hongyang Du, Dusit Niyato, Sumei Sun, Dong In Kim:
On the Robustness of Channel Allocation in Joint Radar and Communication Systems: An Auction Approach. IEEE Trans. Mob. Comput. 23(4): 3466-3483 (2024) - [j60]Nguyen Cong Luong, Thuan Van Le, Shaohan Feng, Hongyang Du, Dusit Niyato, Dong In Kim:
Edge Computing for Metaverse: Incentive Mechanism versus Semantic Communication. IEEE Trans. Mob. Comput. 23(5): 6196-6211 (2024) - [j59]Hongyang Du, Zonghang Li, Dusit Niyato, Jiawen Kang, Zehui Xiong, Huawei Huang, Shiwen Mao:
Diffusion-Based Reinforcement Learning for Edge-Enabled AI-Generated Content Services. IEEE Trans. Mob. Comput. 23(9): 8902-8918 (2024) - [j58]Xiaoxu Ren, Hongyang Du, Chao Qiu, Tao Luo, Zejun Liu, Xiaofei Wang, Dusit Niyato:
Dual-Level Resource Provisioning and Heterogeneous Auction for Mobile Metaverse. IEEE Trans. Mob. Comput. 23(11): 10329-10343 (2024) - [j57]Jiacheng Wang, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Deepu Rajan, Shiwen Mao, Xuemin Shen:
A Unified Framework for Guiding Generative AI With Wireless Perception in Resource Constrained Mobile Edge Networks. IEEE Trans. Mob. Comput. 23(11): 10344-10360 (2024) - [j56]Yinqiu Liu, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Abbas Jamalipour, Xuemin Shen:
ProSecutor: Protecting Mobile AIGC Services on Two-Layer Blockchain via Reputation and Contract Theoretic Approaches. IEEE Trans. Mob. Comput. 23(12): 10966-10983 (2024) - [j55]Jie Zheng, Baoxia Du, Hongyang Du, Jiawen Kang, Dusit Niyato, Haijun Zhang:
Energy-Efficient Resource Allocation in Generative AI-Aided Secure Semantic Mobile Networks. IEEE Trans. Mob. Comput. 23(12): 11422-11435 (2024) - [j54]Dongshang Deng, Xuangou Wu, Tao Zhang, Xiangyun Tang, Hongyang Du, Jiawen Kang, Jiqiang Liu, Dusit Niyato:
FedASA: A Personalized Federated Learning With Adaptive Model Aggregation for Heterogeneous Mobile Edge Computing. IEEE Trans. Mob. Comput. 23(12): 14787-14802 (2024) - [j53]Yinqiu Liu, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Shiwen Mao, Ping Zhang, Xuemin Shen:
Cross-Modal Generative Semantic Communications for Mobile AIGC: Joint Semantic Encoding and Prompt Engineering. IEEE Trans. Mob. Comput. 23(12): 14871-14888 (2024) - [j52]Yijing Lin, Zhipeng Gao, Hongyang Du, Dusit Niyato, Jiawen Kang, Yulan Gao, Jiacheng Wang, Abbas Jamalipour:
Blockchain-Based Semantic Information Sharing and Pricing for Web 3.0. IEEE Trans. Netw. Sci. Eng. 11(5): 3918-3930 (2024) - [j51]Zonghang Li, Wenjiao Feng, Weibo Cai, Hongfang Yu, Long Luo, Gang Sun, Hongyang Du, Dusit Niyato:
Accelerating Geo-Distributed Machine Learning With Network-Aware Adaptive Tree and Auxiliary Route. IEEE/ACM Trans. Netw. 32(5): 4238-4253 (2024) - [j50]Yijing Lin, Zhipeng Gao, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Zibin Zheng:
Blockchain-Based Efficient and Trustworthy AIGC Services in Metaverse. IEEE Trans. Serv. Comput. 17(5): 2067-2079 (2024) - [j49]Jiakang Zheng, Jiayi Zhang, Hongyang Du, Dusit Niyato, Dong In Kim, Bo Ai:
Rate-Splitting for CF Massive MIMO Systems With Channel Aging. IEEE Trans. Veh. Technol. 73(1): 1485-1490 (2024) - [j48]Weixiu Guo, Yang Lu, Hongyang Du, Bo Ai, Dusit Niyato, Zhiguo Ding:
Hybrid MRT and ZF Learning for Energy-Efficient Transmission in Multi-RIS-Assisted Networks. IEEE Trans. Veh. Technol. 73(8): 12247-12251 (2024) - [j47]Yibo Zhang, Xiangwang Hou, Hongyang Du, Lanjie Zhang, Jun Du, Wei Men:
Joint Trajectory and Resource Optimization for UAV and D2D-Enabled Heterogeneous Edge Computing Networks. IEEE Trans. Veh. Technol. 73(9): 13816-13827 (2024) - [j46]Conggang Hu, Yang Lu, Hongyang Du, Mi Yang, Bo Ai, Dusit Niyato:
AI-Empowered RIS-Assisted Networks: CV-Enabled RIS Selection and DNN-Enabled Transmission. IEEE Trans. Veh. Technol. 73(11): 17854-17858 (2024) - [j45]Yanyu Cheng, Dusit Niyato, Hongyang Du, Jiawen Kang, Zehui Xiong, Chunyan Miao, Dong In Kim:
Resource Allocation and Common Message Selection for Task-Oriented Semantic Information Transmission With RSMA. IEEE Trans. Wirel. Commun. 23(6): 5557-5570 (2024) - [j44]Jiacheng Wang, Hongyang Du, Dusit Niyato, Mu Zhou, Jiawen Kang, H. Vincent Poor:
Acceleration Estimation of Signal Propagation Path Length Changes for Wireless Sensing. IEEE Trans. Wirel. Commun. 23(9): 11476-11492 (2024) - [j43]Xiaoqi Wang, Hongyang Du, Yuehong Gao, Jiayi Zhang, Dusit Niyato, Khaled B. Letaief:
Secure Body-Centric Internet of Things Networks: Physical Layer Security versus Covert Communication. IEEE Trans. Wirel. Commun. 23(10): 12731-12748 (2024) - [j42]Yijing Lin, Zhipeng Gao, Hongyang Du, Dusit Niyato, Jiawen Kang, Ruilong Deng, Xuemin Sherman Shen:
A Unified Blockchain-Semantic Framework for Wireless Edge Intelligence Enabled Web 3.0. IEEE Wirel. Commun. 31(2): 126-133 (2024) - [j41]Zhe Wang, Jiayi Zhang, Hongyang Du, Wei E. I. Sha, Bo Ai, Dusit Niyato, Mérouane Debbah:
Extremely Large-Scale MIMO: Fundamentals, Challenges, Solutions, and Future Directions. IEEE Wirel. Commun. 31(3): 117-124 (2024) - [j40]Jiakang Zheng, Jiayi Zhang, Hongyang Du, Dusit Niyato, Bo Ai, Mérouane Debbah, Khaled B. Letaief:
Mobile Cell-Free Massive MIMO: Challenges, Solutions, and Future Directions. IEEE Wirel. Commun. 31(3): 140-147 (2024) - [j39]Hongyang Du, Zonghang Li, Dusit Niyato, Jiawen Kang, Zehui Xiong, Xuemin Shen, Dong In Kim:
Enabling AI-Generated Content Services in Wireless Edge Networks. IEEE Wirel. Commun. 31(3): 226-234 (2024) - [j38]Yinqiu Liu, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Chunyan Miao, Xuemin Shen, Abbas Jamalipour:
Blockchain-Empowered Lifecycle Management for AI-Generated Content Products in Edge Networks. IEEE Wirel. Commun. 31(3): 286-294 (2024) - [j37]Yang Lu, Weihao Mao, Hongyang Du, Octavia A. Dobre, Dusit Niyato, Zhiguo Ding:
Semantic-Aware Vision-Assisted Integrated Sensing and Communication: Architecture and Resource Allocation. IEEE Wirel. Commun. 31(3): 302-308 (2024) - [j36]Yanyu Cheng, Dusit Niyato, Hongyang Du, Chunyan Miao, Dong In Kim:
Goal-Oriented Semantic Information Transmission with Message-Sharing NOMA. IEEE Wirel. Commun. 31(3): 309-315 (2024) - [j35]Bingkun Lai, Jinbo Wen, Jiawen Kang, Hongyang Du, Jiangtian Nie, Changyan Yi, Dong In Kim, Shengli Xie:
Resource-Efficient Generative Mobile Edge Networks in 6G Era: Fundamentals, Framework and Case Study. IEEE Wirel. Commun. 31(4): 66-74 (2024) - [j34]Jiacheng Wang, Hongyang Du, Dusit Niyato, Zehui Xiong, Jiawen Kang, Shiwen Mao, Xuemin Shen:
Guiding AI-Generated Digital Content with Wireless Perception. IEEE Wirel. Commun. 31(4): 147-154 (2024) - [j33]Zhilong Liu, Jiayi Zhang, Ziheng Liu, Hongyang Du, Zhe Wang, Dusit Niyato, Mohsen Guizani, Bo Ai:
Cell-Free XL-MIMO Meets Multi-Agent Reinforcement Learning: Architectures, Challenges, and Future Directions. IEEE Wirel. Commun. 31(4): 155-162 (2024) - [j32]Yinqiu Liu, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Dong In Kim, Abbas Jamalipour:
Deep Generative Model and Its Applications in Efficient Wireless Network Management: A Tutorial and Case Study. IEEE Wirel. Commun. 31(4): 199-207 (2024) - [j31]Jiakang Zheng, Jiayi Zhang, Hongyang Du, Dusit Niyato, Sumei Sun, Bo Ai, Khaled B. Letaief:
Flexible-Position MIMO for Wireless Communications: Fundamentals, Challenges, and Future Directions. IEEE Wirel. Commun. 31(5): 18-26 (2024) - [j30]Bokai Xu, Jiayi Zhang, Hongyang Du, Zheng Wang, Yuanwei Liu, Dusit Niyato, Bo Ai, Khaled B. Letaief:
Resource Allocation for Near-Field Communications: Fundamentals, Tools, and Outlooks. IEEE Wirel. Commun. 31(5): 42-50 (2024) - [j29]Jiacheng Wang, Hongyang Du, Dusit Niyato, Jiawen Kang, Shuguang Cui, Xuemin Shen, Ping Zhang:
Generative AI for Integrated Sensing and Communication: Insights From the Physical Layer Perspective. IEEE Wirel. Commun. 31(5): 246-255 (2024) - [j28]Ruichen Zhang, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Abbas Jamalipour, Ping Zhang, Dong In Kim:
Generative AI for Space-Air-Ground Integrated Networks. IEEE Wirel. Commun. 31(6): 10-20 (2024) - [j27]Yaoqi Yang, Bangning Zhang, Daoxing Guo, Hongyang Du, Zehui Xiong, Dusit Niyato, Zhu Han:
Generative AI for Secure and Privacy-Preserving Mobile Crowdsensing. IEEE Wirel. Commun. 31(6): 29-38 (2024) - [c27]Nithin Parepally, Ainesh Chatterjee, Auguste H. Gezalyan, Hongyang Du, Sukrit Mangla, Kenny Wu, Sarah Hwang, David M. Mount:
Ipelets for the Convex Polygonal Geometry (Media Exposition). SoCG 2024: 92:1-92:7 - [c26]Hongyang Du, Guangyuan Liu, Dusit Niyato, Jiayi Zhang, Jiawen Kang, Zehui Xiong, Bo Ai, Dong In Kim:
Generative Al-aided Joint Training-free Secure Semantic Communications via Multi-modal Prompts. ICASSP 2024: 12896-12900 - [c25]Yijing Lin, Zhipeng Gao, Hongyang Du, Yunting Xu, Dusit Niyato:
Scalable Blockchain Oracle for AIGC Services. ICC 2024: 1078-1083 - [c24]Yi-Jing Liu, Gang Feng, Hongyang Du, Zheng Qin, Yao Sun, Jiawen Kang, Dusit Niyato:
Straggler-Aware Federated Learning Based on Adaptive Clustering to Support Edge Intelligence. ICC 2024: 1867-1872 - [c23]Hongyang Du, Ruichen Zhang, Dusit Niyato, Jiawen Kang, Zehui Xiong, Dong In Kim:
Reinforcement Learning with Large Language Models (LLMs) Interaction for Network Services. ICNC 2024: 799-803 - [c22]Yijing Lin, Zhipeng Gao, Hongyang Du, Dusit Niyato, Gui Gui, Shuguang Cui, Jinke Ren:
Scalable Federated Unlearning via Isolated and Coded Sharding. IJCAI 2024: 4551-4559 - [c21]Hongyang Du, Guangyuan Liu, Yijing Lin, Dusit Niyato, Jiawen Kang, Zehui Xiong, Dong In Kim:
Mixture of Experts for Intelligent Networks: A Large Language Model-enabled Approach. IWCMC 2024: 531-536 - [c20]Wei Chong Ng, Hongyang Du, Wei Yang Bryan Lim, Zehui Xiong, Dusit Niyato, Chunyan Miao:
Stochastic Resource Allocation for Semantic Communication-Aided Virtual Transportation Networks in the Metaverse. WCNC 2024: 1-6 - [c19]Wanting Yang, Zehui Xiong, Hongyang Du, Yanli Yuan, Tony Q. S. Quek:
Semantic Change Driven Generative Semantic Communication Framework. WCNC 2024: 1-6 - [c18]Yijing Lin, Zhipeng Gao, Hongyang Du, Dusit Niyato, Jiawen Kang, Xiaoyuan Liu:
Incentive and Dynamic Client Selection for Federated Unlearning. WWW 2024: 2936-2944 - [i108]Jiawen Kang, Yue Zhong, Minrui Xu, Jiangtian Nie, Jinbo Wen, Hongyang Du, Dongdong Ye, Xumin Huang, Dusit Niyato, Shengli Xie:
Tiny Multi-Agent DRL for Twins Migration in UAV Metaverses: A Multi-Leader Multi-Follower Stackelberg Game Approach. CoRR abs/2401.09680 (2024) - [i107]Ruichen Zhang, Hongyang Du, Yinqiu Liu, Dusit Niyato, Jiawen Kang, Sumei Sun, Xuemin Shen, H. Vincent Poor:
Interactive AI with Retrieval-Augmented Generation for Next Generation Networking. CoRR abs/2401.11391 (2024) - [i106]Jiayuan Chen, You Shi, Changyan Yi, Hongyang Du, Jiawen Kang, Dusit Niyato:
Generative AI-Driven Human Digital Twin in IoT-Healthcare: A Comprehensive Survey. CoRR abs/2401.13699 (2024) - [i105]Zhe Wang, Jiayi Zhang, Wenhui Yi, Hongyang Du, Dusit Niyato, Bo Ai, Derrick Wing Kwan Ng:
Analytical Framework for Effective Degrees of Freedom in Near-Field XL-MIMO. CoRR abs/2401.15280 (2024) - [i104]Cong T. Nguyen, Yinqiu Liu, Hongyang Du, Dinh Thai Hoang, Dusit Niyato, Diep N. Nguyen, Shiwen Mao:
Generative AI-enabled Blockchain Networks: Fundamentals, Applications, and Case Study. CoRR abs/2401.15625 (2024) - [i103]Yijing Lin, Zhipeng Gao, Hongyang Du, Jinke Ren, Zhiqiang Xie, Dusit Niyato:
Blockchain-enabled Trustworthy Federated Unlearning. CoRR abs/2401.15917 (2024) - [i102]Yijing Lin, Zhipeng Gao, Hongyang Du, Dusit Niyato, Gui Gui, Shuguang Cui, Jinke Ren:
Scalable Federated Unlearning via Isolated and Coded Sharding. CoRR abs/2401.15957 (2024) - [i101]Jiacheng Wang, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Dong In Kim, Khaled B. Letaief:
Toward Scalable Generative AI via Mixture of Experts in Mobile Edge Networks. CoRR abs/2402.06942 (2024) - [i100]Hongyang Du, Guangyuan Liu, Yijing Lin, Dusit Niyato, Jiawen Kang, Zehui Xiong, Dong In Kim:
Mixture of Experts for Network Optimization: A Large Language Model-enabled Approach. CoRR abs/2402.09756 (2024) - [i99]Changyuan Zhao, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Dong In Kim, Xuemin Shen, Khaled B. Letaief:
Generative AI for Secure Physical Layer Communications: A Survey. CoRR abs/2402.13553 (2024) - [i98]Guangyuan Liu, Nguyen Van Huynh, Hongyang Du, Dinh Thai Hoang, Dusit Niyato, Kun Zhu, Jiawen Kang, Zehui Xiong, Abbas Jamalipour, Dong In Kim:
Generative AI for Unmanned Vehicle Swarms: Challenges, Applications and Opportunities. CoRR abs/2402.18062 (2024) - [i97]Nithin Parepally, Ainesh Chatterjee, Auguste H. Gezalyan, Hongyang Du, Sukrit Mangla, Kenny Wu, Sarah Hwang, David M. Mount:
Ipelets for the Convex Polygonal Geometry. CoRR abs/2403.10033 (2024) - [i96]Jinbo Wen, Jiawen Kang, Zehui Xiong, Hongyang Du, Zhaohui Yang, Dusit Niyato, Meng Shen, Yutao Jiao, Yang Zhang:
Freshness-aware Block Propagation Optimization in 6G-based Web 3.0: An Evolutionary Game Approach. CoRR abs/2403.12807 (2024) - [i95]Yinqiu Liu, Ruichen Zhang, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Dong In Kim:
Defining Problem from Solutions: Inverse Reinforcement Learning (IRL) and Its Applications for Next-Generation Networking. CoRR abs/2404.01583 (2024) - [i94]Guangyuan Liu, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Abbas Jamalipour, Shiwen Mao, Dong In Kim:
Fusion of Mixture of Experts and Generative Artificial Intelligence in Mobile Edge Metaverse. CoRR abs/2404.03321 (2024) - [i93]Zhe Wang, Jiayi Zhang, Hongyang Du, Ruichen Zhang, Dusit Niyato, Bo Ai, Khaled B. Letaief:
Generative AI Agent for Next-Generation MIMO Design: Fundamentals, Challenges, and Vision. CoRR abs/2404.08878 (2024) - [i92]Yinqiu Liu, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Abbas Jamalipour, Xuemin Shen:
ProSecutor: Protecting Mobile AIGC Services on Two-Layer Blockchain via Reputation and Contract Theoretic Approaches. CoRR abs/2404.08899 (2024) - [i91]Ruichen Zhang, Hongyang Du, Yinqiu Liu, Dusit Niyato, Jiawen Kang, Zehui Xiong, Abbas Jamalipour, Dong In Kim:
Interactive Generative AI Agents for Satellite Networks through a Mixture of Experts Transmission. CoRR abs/2404.09134 (2024) - [i90]Long He, Geng Sun, Dusit Niyato, Hongyang Du, Fang Mei, Jiawen Kang, Mérouane Debbah, Zhu Han:
Generative AI for Game Theory-based Mobile Networking. CoRR abs/2404.09699 (2024) - [i89]Geng Sun, Wenwen Xie, Dusit Niyato, Hongyang Du, Jiawen Kang, Jing Wu, Sumei Sun, Ping Zhang:
Generative AI for Advanced UAV Networking. CoRR abs/2404.10556 (2024) - [i88]Zonghang Li, Wenjiao Feng, Weibo Cai, Hongfang Yu, Long Luo, Gang Sun, Hongyang Du, Dusit Niyato:
Accelerating Geo-distributed Machine Learning with Network-Aware Adaptive Tree and Auxiliary Route. CoRR abs/2404.11352 (2024) - [i87]Yinqiu Liu, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Shiwen Mao, Ping Zhang, Xuemin Shen:
Cross-Modal Generative Semantic Communications for Mobile AIGC: Joint Semantic Encoding and Prompt Engineering. CoRR abs/2404.13898 (2024) - [i86]Jinbo Wen, Ruichen Zhang, Dusit Niyato, Jiawen Kang, Hongyang Du, Yang Zhang, Zhu Han:
Generative AI for Low-Carbon Artificial Intelligence of Things. CoRR abs/2404.18077 (2024) - [i85]Changyuan Zhao, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Dong In Kim, Xuemin Shen, Khaled B. Letaief:
Enhancing Physical Layer Communication Security through Generative AI with Mixture of Experts. CoRR abs/2405.04198 (2024) - [i84]Jiacheng Wang, Yinqiu Liu, Hongyang Du, Dusit Niyato, Jiawen Kang, Haibo Zhou, Dong In Kim:
Empowering Wireless Networks with Artificial Intelligence Generated Graph. CoRR abs/2405.04907 (2024) - [i83]Yaoqi Yang, Hongyang Du, Geng Sun, Zehui Xiong, Dusit Niyato, Zhu Han:
Exploring Equilibrium Strategies in Network Games with Generative AI. CoRR abs/2405.08289 (2024) - [i82]Yaoqi Yang, Bangning Zhang, Daoxing Guo, Hongyang Du, Zehui Xiong, Dusit Niyato, Zhu Han:
Generative AI for Secure and Privacy-Preserving Mobile Crowdsensing. CoRR abs/2405.10521 (2024) - [i81]Ruichen Zhang, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Ping Zhang, Dong In Kim:
Optimizing Generative AI Networking: A Dual Perspective with Multi-Agent Systems and Mixture of Experts. CoRR abs/2405.12472 (2024) - [i80]Geng Sun, Wenwen Xie, Dusit Niyato, Fang Mei, Jiawen Kang, Hongyang Du, Shiwen Mao:
Generative AI for Deep Reinforcement Learning: Framework, Analysis, and Use Cases. CoRR abs/2405.20568 (2024) - [i79]Zhang Liu, Hongyang Du, Junzhe Lin, Zhibin Gao, Lianfen Huang, Seyyedali Hosseinalipour, Dusit Niyato:
DNN Partitioning, Task Offloading, and Resource Allocation in Dynamic Vehicular Networks: A Lyapunov-Guided Diffusion-Based Reinforcement Learning Approach. CoRR abs/2406.06986 (2024) - [i78]Yinqiu Liu, Guangyuan Liu, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Dong In Kim, Xuemin Shen:
Hierarchical Micro-Segmentations for Zero-Trust Services via Large Language Model (LLM)-enhanced Graph Diffusion. CoRR abs/2406.13964 (2024) - [i77]Jianzhe Xue, Yunting Xu, Dongcheng Yuan, Caoyi Zha, Hongyang Du, Haibo Zhou, Dusit Niyato:
Spatial-Temporal Generative AI for Traffic Flow Estimation with Sparse Data of Connected Vehicles. CoRR abs/2407.08034 (2024) - [i76]Yingkai Kang, Jinbo Wen, Jiawen Kang, Tao Zhang, Hongyang Du, Dusit Niyato, Rong Yu, Shengli Xie:
Hybrid-Generative Diffusion Models for Attack-Oriented Twin Migration in Vehicular Metaverses. CoRR abs/2407.11036 (2024) - [i75]Yaoqi Yang, Hongyang Du, Zehui Xiong, Dusit Niyato, Abbas Jamalipour, Zhu Han:
Enhancing Wireless Networks with Attention Mechanisms: Insights from Mobile Crowdsensing. CoRR abs/2407.15483 (2024) - [i74]Wenwen Xie, Geng Sun, Jiahui Li, Jiacheng Wang, Hongyang Du, Dusit Niyato, Octavia A. Dobre:
Generative AI for Energy Harvesting Internet of Things Network: Fundamental, Applications, and Opportunities. CoRR abs/2408.08496 (2024) - [i73]Yijing Liu, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Yonggang Wen, Dong In Kim:
Generative AI in Data Center Networking: Fundamentals, Perspectives, and Case Study. CoRR abs/2409.09343 (2024) - [i72]Yudong Huang, Tao Huang, Xinyuan Zhang, Shuo Wang, Hongyang Du, Dusit Niyato, Fei Richard Yu:
CSQF-based Time-Sensitive Flow Scheduling in Long-distance Industrial IoT Networks. CoRR abs/2409.09585 (2024) - [i71]Jiakang Zheng, Jiayi Zhang, Hongyang Du, Ruichen Zhang, Dusit Niyato, Octavia A. Dobre, Bo Ai:
Rate-Splitting for Cell-Free Massive MIMO: Performance Analysis and Generative AI Approach. CoRR abs/2409.14702 (2024) - [i70]Jiayi He, Xiaofeng Luo, Jiawen Kang, Hongyang Du, Zehui Xiong, Ci Chen, Dusit Niyato, Xuemin Shen:
Toward Mixture-of-Experts Enabled Trustworthy Semantic Communication for 6G Networks. CoRR abs/2409.15695 (2024) - [i69]Hanwen Zhang, Dusit Niyato, Wei Zhang, Changyuan Zhao, Hongyang Du, Abbas Jamalipour, Sumei Sun, Yiyang Pei:
The Roles of Generative Artificial Intelligence in Internet of Electric Vehicles. CoRR abs/2409.15750 (2024) - [i68]Haonan Tong, Haopeng Li, Hongyang Du, Zhaohui Yang, Changchuan Yin, Dusit Niyato:
Multimodal Semantic Communication for Generative Audio-Driven Video Conferencing. CoRR abs/2410.22112 (2024) - [i67]Changyuan Zhao, Hongyang Du, Guangyuan Liu, Dusit Niyato:
Supervised Score-Based Modeling by Gradient Boosting. CoRR abs/2411.01159 (2024) - [i66]Zhang Liu, Hongyang Du, Xiangwang Hou, Lianfen Huang, Seyyedali Hosseinalipour, Dusit Niyato, Khaled Ben Letaief:
Two-Timescale Model Caching and Resource Allocation for Edge-Enabled AI-Generated Content Services. CoRR abs/2411.01458 (2024) - [i65]Xudong Wang, Hongyang Du, Dusit Niyato, Lijie Zhou, Lei Feng, Zhixiang Yang, Fanqin Zhou, Wenjing Li:
Generative AI Enabled Matching for 6G Multiple Access. CoRR abs/2411.04137 (2024) - [i64]Zhang Liu, Hongyang Du, Lianfen Huang, Zhibin Gao, Dusit Niyato:
Joint Model Caching and Resource Allocation in Generative AI-Enabled Wireless Edge Networks. CoRR abs/2411.08672 (2024) - [i63]Long He, Geng Sun, Zemin Sun, Jiacheng Wang, Hongyang Du, Dusit Niyato, Jiangchuan Liu, Victor C. M. Leung:
Space-Air-Ground Integrated MEC-Assisted Industrial Cyber-Physical Systems: An Online Decentralized Optimization Approach. CoRR abs/2411.09712 (2024) - [i62]Feiran You, Hongyang Du, Kaibin Huang, Abbas Jamalipour:
JPPO: Joint Power and Prompt Optimization for Accelerated Large Language Model Services. CoRR abs/2411.18010 (2024) - [i61]Feiran You, Hongyang Du, Kaibin Huang, Abbas Jamalipour:
Network-aided Efficient Large Language Model Services With Denoising-inspired Prompt Compression. CoRR abs/2412.03621 (2024) - [i60]Jiawei Huang, Aimin Wang, Geng Sun, Jiahui Li, Jiacheng Wang, Hongyang Du, Dusit Niyato:
Dual UAV Cluster-Assisted Maritime Physical Layer Secure Communications via Collaborative Beamforming. CoRR abs/2412.05949 (2024) - [i59]Yinqiu Liu, Guangyuan Liu, Ruichen Zhang, Dusit Niyato, Zehui Xiong, Dong In Kim, Kaibin Huang, Hongyang Du:
Hallucination-aware Optimization for Large Language Model-empowered Communications. CoRR abs/2412.06007 (2024) - [i58]Jinke Ren, Yaping Sun, Hongyang Du, Weiwen Yuan, Chongjie Wang, Xianda Wang, Yingbin Zhou, Ziwei Zhu, Fangxin Wang, Shuguang Cui:
Generative Semantic Communication: Architectures, Technologies, and Applications. CoRR abs/2412.08642 (2024) - 2023
- [j26]Yi-Jing Liu, Hongyang Du, Dusit Niyato, Gang Feng, Jiawen Kang, Zehui Xiong:
Slicing4Meta: An Intelligent Integration Architecture with Multi-Dimensional Network Resources for Metaverse-as-a-Service in Web 3.0. IEEE Commun. Mag. 61(8): 20-26 (2023) - [j25]Yijing Lin, Zhipeng Gao, Yaofeng Tu, Hongyang Du, Dusit Niyato, Jiawen Kang, Hui Yang:
A Blockchain-Based Semantic Exchange Framework for Web 3.0 Toward Participatory Economy. IEEE Commun. Mag. 61(8): 94-100 (2023) - [j24]Wanting Yang, Hongyang Du, Zi Qin Liew, Wei Yang Bryan Lim, Zehui Xiong, Dusit Niyato, Xuefen Chi, Xuemin Shen, Chunyan Miao:
Semantic Communications for Future Internet: Fundamentals, Applications, and Challenges. IEEE Commun. Surv. Tutorials 25(1): 213-250 (2023) - [j23]Jiani Fan, Wenzhuo Yang, Ziyao Liu, Jiawen Kang, Dusit Niyato, Kwok-Yan Lam, Hongyang Du:
Understanding Security in Smart City Domains From the ANT-Centric Perspective. IEEE Internet Things J. 10(13): 11199-11223 (2023) - [j22]Jiawen Kang, Hongyang Du, Zonghang Li, Zehui Xiong, Shiyao Ma, Dusit Niyato, Yuan Li:
Personalized Saliency in Task-Oriented Semantic Communications: Image Transmission and Performance Analysis. IEEE J. Sel. Areas Commun. 41(1): 186-201 (2023) - [j21]Hongyang Du, Jiazhen Liu, Dusit Niyato, Jiawen Kang, Zehui Xiong, Junshan Zhang, Dong In Kim:
Attention-Aware Resource Allocation and QoE Analysis for Metaverse xURLLC Services. IEEE J. Sel. Areas Commun. 41(7): 2158-2175 (2023) - [j20]Hongyang Du, Jiacheng Wang, Dusit Niyato, Jiawen Kang, Zehui Xiong, Junshan Zhang, Xuemin Shen:
Semantic Communications for Wireless Sensing: RIS-Aided Encoding and Self-Supervised Decoding. IEEE J. Sel. Areas Commun. 41(8): 2547-2562 (2023) - [j19]Hongyang Du, Jiacheng Wang, Dusit Niyato, Jiawen Kang, Zehui Xiong, Dong In Kim:
AI-Generated Incentive Mechanism and Full-Duplex Semantic Communications for Information Sharing. IEEE J. Sel. Areas Commun. 41(9): 2981-2997 (2023) - [j18]Hongyang Du, Jiacheng Wang, Dusit Niyato, Jiawen Kang, Zehui Xiong, Xuemin Shen, Dong In Kim:
Exploring Attention-Aware Network Resource Allocation for Customized Metaverse Services. IEEE Netw. 37(6): 166-175 (2023) - [j17]Hongyang Du, Bohao Ma, Dusit Niyato, Jiawen Kang, Zehui Xiong, Zhaohui Yang:
Rethinking Quality of Experience for Metaverse Services: A Consumer-Based Economics Perspective. IEEE Netw. 37(6): 255-263 (2023) - [j16]Yijing Lin, Hongyang Du, Dusit Niyato, Jiangtian Nie, Jiayi Zhang, Yanyu Cheng, Zhaohui Yang:
Blockchain-Aided Secure Semantic Communication for AI-Generated Content in Metaverse. IEEE Open J. Comput. Soc. 4: 72-83 (2023) - [j15]Yijing Lin, Zhipeng Gao, Hongyang Du, Jiawen Kang, Dusit Niyato, Qian Wang, Jingqing Ruan, Shaohua Wan:
DRL-Based Adaptive Sharding for Blockchain-Based Federated Learning. IEEE Trans. Commun. 71(10): 5992-6004 (2023) - [j14]Peng Zhang, Jiayi Zhang, Huahua Xiao, Hongyang Du, Dusit Niyato, Bo Ai:
RIS-Aided 6G Communication System With Accurate Traceable User Mobility. IEEE Trans. Veh. Technol. 72(2): 2718-2722 (2023) - [j13]Jiawei Su, Zhixin Liu, Yuanai Xie, Kai Ma, Hongyang Du, Jiawen Kang, Dusit Niyato:
Semantic Communication-Based Dynamic Resource Allocation in D2D Vehicular Networks. IEEE Trans. Veh. Technol. 72(8): 10784-10796 (2023) - [j12]Zi Qin Liew, Hongyang Du, Wei Yang Bryan Lim, Zehui Xiong, Dusit Niyato, Chunyan Miao, Dong In Kim:
Economics of Semantic Communication System: An Auction Approach. IEEE Trans. Veh. Technol. 72(10): 13559-13574 (2023) - [j11]Jiacheng Wang, Hongyang Du, Zengshan Tian, Dusit Niyato, Jiawen Kang, Xuemin Shen:
Semantic-Aware Sensing Information Transmission for Metaverse: A Contest Theoretic Approach. IEEE Trans. Wirel. Commun. 22(8): 5214-5228 (2023) - [j10]Hongyang Du, Jiacheng Wang, Dusit Niyato, Jiawen Kang, Zehui Xiong, Mohsen Guizani, Dong In Kim:
Rethinking Wireless Communication Security in Semantic Internet of Things. IEEE Wirel. Commun. 30(3): 36-43 (2023) - [j9]Jiawen Kang, Jiayi He, Hongyang Du, Zehui Xiong, Zhaohui Yang, Xumin Huang, Shengli Xie:
Adversarial Attacks and Defenses for Semantic Communication in Vehicular Metaverses. IEEE Wirel. Commun. 30(4): 48-55 (2023) - [c17]Zi Qin Liew, Hongyang Du, Wei Yang Bryan Lim, Zehui Xiong, Dusit Niyato, Han Yu:
Economics of Semantic Communication in Metaverse: An Auction Approach. CCNC 2023: 398-403 - [c16]Hongyang Du, Jiacheng Wang, Dusit Niyato, Jiawen Kang, Zehui Xiong, Dong In Kim, Boon-Hee Soong:
Performance Analysis of Free-Space Information Sharing in Full-Duplex Semantic Communications. GLOBECOM 2023: 1579-1585 - [c15]Guangyuan Liu, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Boon-Hee Soong:
Vision-based Semantic Communications for Metaverse Services: A Contest Theoretic Approach. GLOBECOM 2023: 2426-2432 - [c14]Yijing Lin, Zhipeng Gao, Hongyang Du, Dusit Niyato, Jiacheng Wang:
Verifiable and Efficient Semantic Blockchain. GLOBECOM 2023: 2602-2607 - [c13]Longyu Zhou, Supeng Leng, Zonghang Li, Hongyang Du, Dusit Niyato:
Graph Learning Enhanced UAV Swarms Based Multiple Targets Tracking. GLOBECOM 2023: 3747-3752 - [c12]Yining Wang, Ye Hu, Hongyang Du, Tao Luo, Dusit Niyato:
Multi-Agent Reinforcement Learning for Covert Semantic Communications over Wireless Networks. ICASSP 2023: 1-5 - [c11]Yanyu Cheng, Dusit Niyato, Hongyang Du, Jiawen Kang, Chunyan Miao, Dong In Kim:
Interest-Based Semantic Information Transmission with RSMA in Smart Cities. ICC 2023: 82-87 - [c10]Jinbo Wen, Jiawen Kang, Minrui Xu, Hongyang Du, Zehui Xiong, Yang Zhang, Dusit Niyato:
Freshness-aware Incentive Mechanism for Mobile AI-Generated Content (AIGC) Networks. ICCC 2023: 1-6 - [c9]Yijing Lin, Zhipeng Gao, Hongyang Du, Dusit Niyato:
Blockchain-Aided AI-Generated Content Services: Stackelberg Game-Based Content Caching Approach. ICWS 2023: 186-195 - [c8]Jinbo Wen, Jiawen Kang, Zehui Xiong, Yang Zhang, Hongyang Du, Yutao Jiao, Dusit Niyato:
Task Freshness-aware Incentive Mechanism for Vehicle Twin Migration in Vehicular Metaverses. MetaCom 2023: 481-487 - [c7]Jiakang Zheng, Jiayi Zhang, Hongyang Du, Dusit Niyato, Bo Ai:
Cell-free Massive MIMO Enabled URLLC Communication for the Green Metaverse. MetaCom 2023: 533-540 - [c6]Hongyang Du, Jiacheng Wang, Dusit Niyato, Jiawen Kang, Zehui Xiong, Junshan Zhang, Xuemin Sherman Shen:
Lightweight Wireless Sensing Through RIS and Inverse Semantic Communications. WCNC 2023: 1-6 - [i57]Hongyang Du, Zonghang Li, Dusit Niyato, Jiawen Kang, Zehui Xiong, Xuemin Shen, Dong In Kim:
Enabling AI-Generated Content (AIGC) Services in Wireless Edge Networks. CoRR abs/2301.03220 (2023) - [i56]Yijing Lin, Hongyang Du, Dusit Niyato, Jiangtian Nie, Jiayi Zhang, Yanyu Cheng, Zhaohui Yang:
Blockchain-aided Secure Semantic Communication for AI-Generated Content in Metaverse. CoRR abs/2301.11289 (2023) - [i55]Jiakang Zheng, Jiayi Zhang, Hongyang Du, Dusit Niyato, Bo Ai, Mérouane Debbah, Khaled B. Letaief:
Mobile Cell-Free Massive MIMO: Challenges, Solutions, and Future Directions. CoRR abs/2302.02566 (2023) - [i54]Yinqiu Liu, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Chunyan Miao, Xuemin Shen, Abbas Jamalipour:
Blockchain-Empowered Lifecycle Management for AI-Generated Content (AIGC) Products in Edge Networks. CoRR abs/2303.02836 (2023) - [i53]Hongyang Du, Zonghang Li, Dusit Niyato, Jiawen Kang, Zehui Xiong, Huawei Huang, Shiwen Mao:
Generative AI-aided Optimization for AI-Generated Content (AIGC) Services in Edge Networks. CoRR abs/2303.13052 (2023) - [i52]Jiacheng Wang, Hongyang Du, Dusit Niyato, Zehui Xiong, Jiawen Kang, Shiwen Mao, Xuemin Shen:
Guiding AI-Generated Digital Content with Wireless Perception. CoRR abs/2303.14624 (2023) - [i51]Minrui Xu, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Shiwen Mao, Zhu Han, Abbas Jamalipour, Dong In Kim, Xuemin Shen, Victor C. M. Leung, H. Vincent Poor:
Unleashing the Power of Edge-Cloud Generative AI in Mobile Networks: A Survey of AIGC Services. CoRR abs/2303.16129 (2023) - [i50]Yinqiu Liu, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Dong In Kim, Abbas Jamalipour:
Deep Generative Model and Its Applications in Efficient Wireless Network Management: A Tutorial and Case Study. CoRR abs/2303.17114 (2023) - [i49]Hongyang Du, Ruichen Zhang, Dusit Niyato, Jiawen Kang, Zehui Xiong, Dong In Kim, Xuemin Shen, H. Vincent Poor:
Exploring Collaborative Distributed Diffusion-Based AI-Generated Content (AIGC) in Wireless Networks. CoRR abs/2304.03446 (2023) - [i48]Ruichen Zhang, Ke Xiong, Hongyang Du, Dusit Niyato, Jiawen Kang, Xuemin Shen, H. Vincent Poor:
Generative AI-enabled Vehicular Networks: Fundamentals, Framework, and Case Study. CoRR abs/2304.11098 (2023) - [i47]Yijing Lin, Zhipeng Gao, Hongyang Du, Dusit Niyato, Jiawen Kang, Abbas Jamalipour, Xuemin Sherman Shen:
A Unified Framework for Integrating Semantic Communication and AI-Generated Content in Metaverse. CoRR abs/2305.11911 (2023) - [i46]Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Kwok-Yan Lam, Yuguang Fang, Yonghui Li:
Spear or Shield: Leveraging Generative AI to Tackle Security Threats of Intelligent Network Services. CoRR abs/2306.02384 (2023) - [i45]Jiawen Kang, Jiayi He, Hongyang Du, Zehui Xiong, Zhaohui Yang, Xumin Huang, Shengli Xie:
Adversarial Attacks and Defenses for Semantic Communication in Vehicular Metaverses. CoRR abs/2306.03528 (2023) - [i44]Baoxia Du, Hongyang Du, Haifeng Liu, Dusit Niyato, Peng Xin, Jun Yu, Mingyang Qi, You Tang:
YOLO-based Semantic Communication with Generative AI-aided Resource Allocation for Digital Twins Construction. CoRR abs/2306.14138 (2023) - [i43]Zhilong Liu, Jiayi Zhang, Ziheng Liu, Hongyang Du, Zhe Wang, Dusit Niyato, Mohsen Guizani, Bo Ai:
Cell-Free XL-MIMO Meets Multi-Agent Reinforcement Learning: Architectures, Challenges, and Future Directions. CoRR abs/2307.02827 (2023) - [i42]Xumin Huang, Peichun Li, Hongyang Du, Jiawen Kang, Dusit Niyato, Dong In Kim, Yuan Wu:
Federated Learning-Empowered AI-Generated Content in Wireless Networks. CoRR abs/2307.07146 (2023) - [i41]Zhe Wang, Jiayi Zhang, Hongyang Du, Dusit Niyato, Shuguang Cui, Bo Ai, Mérouane Debbah, Khaled B. Letaief, H. Vincent Poor:
A Tutorial on Extremely Large-Scale MIMO for 6G: Fundamentals, Signal Processing, and Applications. CoRR abs/2307.07340 (2023) - [i40]Jiayuan Chen, Changyan Yi, Hongyang Du, Dusit Niyato, Jiawen Kang, Jun Cai, Xuemin Shen:
A Revolution of Personalized Healthcare: Enabling Human Digital Twin with Mobile AIGC. CoRR abs/2307.12115 (2023) - [i39]Guangyuan Liu, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Dong In Kim, Xuemin Shen:
Semantic Communications for Artificial Intelligence Generated Content (AIGC) Toward Effective Content Creation. CoRR abs/2308.04942 (2023) - [i38]Hongyang Du, Ruichen Zhang, Yinqiu Liu, Jiacheng Wang, Yijing Lin, Zonghang Li, Dusit Niyato, Jiawen Kang, Zehui Xiong, Shuguang Cui, Bo Ai, Haibo Zhou, Dong In Kim:
Beyond Deep Reinforcement Learning: A Tutorial on Generative Diffusion Models in Network Optimization. CoRR abs/2308.05384 (2023) - [i37]Guangyuan Liu, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Boon-Hee Soong:
Vision-based Semantic Communications for Metaverse Services: A Contest Theoretic Approach. CoRR abs/2308.07618 (2023) - [i36]Jiakang Zheng, Jiayi Zhang, Hongyang Du, Dusit Niyato, Sumei Sun, Bo Ai, Khaled B. Letaief:
Flexible-Position MIMO for Wireless Communications: Fundamentals, Challenges, and Future Directions. CoRR abs/2308.14578 (2023) - [i35]Jiakang Zheng, Jiayi Zhang, Hongyang Du, Dusit Niyato, Dong In Kim, Bo Ai:
Rate-Splitting for CF Massive MIMO Systems With Channel Aging. CoRR abs/2308.16099 (2023) - [i34]Yinqiu Liu, Hongyang Du, Dusit Niyato, Jiawen Kang, Shuguang Cui, Xuemin Shen, Ping Zhang:
Optimizing Mobile-Edge AI-Generated Everything (AIGX) Services by Prompt Engineering: Fundamental, Framework, and Case Study. CoRR abs/2309.01065 (2023) - [i33]Jiacheng Wang, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Deepu Rajan, Shiwen Mao, Xuemin Shen:
A Unified Framework for Guiding Generative AI with Wireless Perception in Resource Constrained Mobile Edge Networks. CoRR abs/2309.01426 (2023) - [i32]Hongyang Du, Guangyuan Liu, Dusit Niyato, Jiayi Zhang, Jiawen Kang, Zehui Xiong, Bo Ai, Dong In Kim:
Generative AI-aided Joint Training-free Secure Semantic Communications via Multi-modal Prompts. CoRR abs/2309.02616 (2023) - [i31]Jinbo Wen, Jiawen Kang, Zehui Xiong, Yang Zhang, Hongyang Du, Yutao Jiao, Dusit Niyato:
Task Freshness-aware Incentive Mechanism for Vehicle Twin Migration in Vehicular Metaverses. CoRR abs/2309.04703 (2023) - [i30]Enyu Shi, Jiayi Zhang, Hongyang Du, Bo Ai, Chau Yuen, Dusit Niyato, Khaled B. Letaief, Xuemin Shen:
RIS-Aided Cell-Free Massive MIMO Systems for 6G: Fundamentals, System Design, and Applications. CoRR abs/2310.00263 (2023) - [i29]Bokai Xu, Jiayi Zhang, Hongyang Du, Zhe Wang, Yuanwei Liu, Dusit Tao Niyato, Bo Ai, Khaled Ben Letaief:
Resource Allocation for Near-Field Communications: Fundamentals, Tools, and Outlooks. CoRR abs/2310.17868 (2023) - [i28]Jinbo Wen, Jiangtian Nie, Jiawen Kang, Dusit Niyato, Hongyang Du, Yang Zhang, Mohsen Guizani:
From Generative AI to Generative Internet of Things: Fundamentals, Framework, and Outlooks. CoRR abs/2310.18382 (2023) - [i27]Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Ping Zhang, Shuguang Cui, Xuemin Shen, Shiwen Mao, Zhu Han, Abbas Jamalipour, H. Vincent Poor, Dong In Kim:
The Age of Generative AI and AI-Generated Everything. CoRR abs/2311.00947 (2023) - [i26]Ruichen Zhang, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Abbas Jamalipour, Ping Zhang, Dong In Kim:
Generative AI for Space-Air-Ground Integrated Networks (SAGIN). CoRR abs/2311.06523 (2023) - [i25]Hongyang Du, Ruichen Zhang, Dusit Niyato, Jiawen Kang, Zehui Xiong, Shuguang Cui, Xuemin Shen, Dong In Kim:
User-Centric Interactive AI for Distributed Diffusion Model-based AI-Generated Content. CoRR abs/2311.11094 (2023) - [i24]Yudong Huang, Hongyang Du, Xinyuan Zhang, Dusit Niyato, Jiawen Kang, Zehui Xiong, Shuo Wang, Tao Huang:
Large Language Models for Networking: Applications, Enabling Techniques, and Challenges. CoRR abs/2311.17474 (2023) - [i23]Nguyen Van Huynh, Jiacheng Wang, Hongyang Du, Dinh Thai Hoang, Dusit Niyato, Diep N. Nguyen, Dong In Kim, Khaled B. Letaief:
Generative AI for Physical Layer Communications: A Survey. CoRR abs/2312.05594 (2023) - [i22]Bingkun Lai, Jinbo Wen, Jiawen Kang, Hongyang Du, Jiangtian Nie, Changyan Yi, Dong In Kim, Shengli Xie:
Resource-efficient Generative Mobile Edge Networks in 6G Era: Fundamentals, Framework and Case Study. CoRR abs/2312.12063 (2023) - 2022
- [j8]Hongyang Du, Dusit Niyato, Yuan-Ai Xie, Yanyu Cheng, Jiawen Kang, Dong In Kim:
Performance Analysis and Optimization for Jammer-Aided Multiantenna UAV Covert Communication. IEEE J. Sel. Areas Commun. 40(10): 2962-2979 (2022) - [j7]Hongyang Du, Jiayi Zhang, Ke Guan, Dusit Niyato, Huiying Jiao, Zhiqin Wang, Thomas Kürner:
Performance and Optimization of Reconfigurable Intelligent Surface Aided THz Communications. IEEE Trans. Commun. 70(5): 3575-3593 (2022) - [j6]Hongyang Du, Jiawen Kang, Dusit Niyato, Jiayi Zhang, Dong In Kim:
Reconfigurable Intelligent Surface-Aided Joint Radar and Covert Communications: Fundamentals, Optimization, and Challenges. IEEE Veh. Technol. Mag. 17(3): 54-64 (2022) - [c5]Hongyang Du, Dusit Niyato, Chunyan Miao, Jiawen Kang, Dong In Kim:
Optimal Targeted Advertising Strategy for Secure Wireless Edge Metaverse. GLOBECOM 2022: 4346-4351 - [c4]Hongyang Du, Dusit Niyato, Yuan-Ai Xie, Yanyu Cheng, Jiawen Kang, Dong In Kim:
Covert Communication for Jammer-aided Multi-Antenna UAV Networks. ICC 2022: 91-96 - [i21]Hongyang Du, Dusit Niyato, Yuan-Ai Xie, Yanyu Cheng, Jiawen Kang, Dong In Kim:
Performance Analysis and Optimization for Jammer-Aided Multi-Antenna UAV Covert Communication. CoRR abs/2202.00973 (2022) - [i20]Hongyang Du, Jiawen Kang, Dusit Niyato, Jiayi Zhang, Dong In Kim:
Reconfigurable Intelligent Surface-Aided Joint Radar and Covert Communications: Fundamentals, Optimization, and Challenges. CoRR abs/2203.02704 (2022) - [i19]Wanting Yang, Hongyang Du, Zi Qin Liew, Wei Yang Bryan Lim, Zehui Xiong, Dusit Niyato, Xuefen Chi, Xuemin Sherman Shen, Chunyan Miao:
Semantic Communications for 6G Future Internet: Fundamentals, Applications, and Challenges. CoRR abs/2207.00427 (2022) - [i18]Hongyang Du, Jiacheng Wang, Dusit Niyato, Jiawen Kang, Zehui Xiong, Xuemin Shen, Dong In Kim:
Exploring Attention-Aware Network Resource Allocation for Customized Metaverse Services. CoRR abs/2208.00369 (2022) - [i17]Hongyang Du, Bohao Ma, Dusit Niyato, Jiawen Kang:
Rethinking Quality of Experience for Metaverse Services: A Consumer-based Economics Perspective. CoRR abs/2208.01076 (2022) - [i16]Zi Qin Liew, Hongyang Du, Wei Yang Bryan Lim, Zehui Xiong, Dusit Niyato, Chunyan Miao, Dong In Kim:
Economics of Semantic Communication System: An Auction Approach. CoRR abs/2208.05040 (2022) - [i15]Hongyang Du, Jiazhen Liu, Dusit Niyato, Jiawen Kang, Zehui Xiong, Junshan Zhang, Dong In Kim:
Attention-aware Resource Allocation and QoE Analysis for Metaverse xURLLC Services. CoRR abs/2208.05438 (2022) - [i14]Yi-Jing Liu, Hongyang Du, Dusit Niyato, Gang Feng, Jiawen Kang, Zehui Xiong:
Slicing4Meta: An Intelligent Integration Framework with Multi-dimensional Network Resources for Metaverse-as-a-Service in Web 3.0. CoRR abs/2208.06081 (2022) - [i13]Ismail Lotfi, Hongyang Du, Dusit Niyato, Sumei Sun, Dong In Kim:
On The Robustness of Channel Allocation in Joint Radar And Communication Systems: An Auction Approach. CoRR abs/2208.09821 (2022) - [i12]Wei Chong Ng, Hongyang Du, Wei Yang Bryan Lim, Zehui Xiong, Dusit Niyato, Chunyan Miao:
Stochastic Resource Allocation for Semantic Communication-aided Virtual Transportation Networks in the Metaverse. CoRR abs/2208.14661 (2022) - [i11]Zhe Wang, Jiayi Zhang, Hongyang Du, Wei E. I. Sha, Bo Ai, Dusit Niyato, Mérouane Debbah:
Extremely Large-Scale MIMO: Fundamentals, Challenges, Solutions, and Future Directions. CoRR abs/2209.12131 (2022) - [i10]Hongyang Du, Jiacheng Wang, Dusit Niyato, Jiawen Kang, Zehui Xiong, Mohsen Guizani, Dong In Kim:
Rethinking Wireless Communication Security in Semantic Internet of Things. CoRR abs/2210.04474 (2022) - [i9]Yijing Lin, Zhipeng Gao, Hongyang Du, Dusit Niyato, Jiawen Kang, Ruilong Deng, Xuemin Sherman Shen:
A Unified Blockchain-Semantic Framework for Wireless Edge Intelligence Enabled Web 3.0. CoRR abs/2210.15130 (2022) - [i8]Yijing Lin, Zhipeng Gao, Yaofeng Tu, Hongyang Du, Dusit Niyato, Jiawen Kang, Hui Yang:
A Blockchain-based Semantic Exchange Framework for Web 3.0 toward Participatory Economy. CoRR abs/2211.16662 (2022) - 2021
- [j5]Hongyang Du, Jiayi Zhang, Julian Cheng, Bo Ai:
Millimeter Wave Communications With Reconfigurable Intelligent Surfaces: Performance Analysis and Optimization. IEEE Trans. Commun. 69(4): 2752-2768 (2021) - [j4]Jiayi Zhang, Hongyang Du, Qiang Sun, Bo Ai, Derrick Wing Kwan Ng:
Physical Layer Security Enhancement With Reconfigurable Intelligent Surface-Aided Networks. IEEE Trans. Inf. Forensics Secur. 16: 3480-3495 (2021) - [c3]Huahua Xiao, Hongyang Du, Jiayi Zhang, Ke Guan, Bo Ai:
Outage Probability of Reconfigurable Intelligent Surface Aided THz Communications. ICCC 2021: 415-420 - [i7]Hongyang Du, Dusit Niyato, Jiawen Kang, Dong In Kim, Chunyan Miao:
Optimal Targeted Advertising Strategy For Secure Wireless Edge Metaverse. CoRR abs/2111.00511 (2021) - 2020
- [j3]Jiayi Zhang, Hongyang Du, Peng Zhang, Julian Cheng, Liang Yang:
Performance Analysis of 5G Mobile Relay Systems for High-Speed Trains. IEEE J. Sel. Areas Commun. 38(12): 2760-2772 (2020) - [j2]Hongyang Du, Jiayi Zhang, Julian Cheng, Bo Ai:
Sum of Fisher-Snedecor F Random Variables and Its Applications. IEEE Open J. Commun. Soc. 1: 342-356 (2020) - [j1]Hongyang Du, Jiayi Zhang, Kostas P. Peppas, Hui Zhao, Bo Ai, Xiaodan Zhang:
On the Distribution of the Ratio of Products of Fisher-Snedecor $\mathcal {F}$ Random Variables and Its Applications. IEEE Trans. Veh. Technol. 69(2): 1855-1866 (2020) - [i6]Hongyang Du, Jiayi Zhang, Julian Cheng, Zhaohu Lu, Bo Ai:
Millimeter Wave Communications With Reconfigurable Intelligent Surface: Performance Analysis and Optimization. CoRR abs/2003.09090 (2020) - [i5]Hongyang Du, Jiayi Zhang, Ke Guan, Bo Ai, Thomas Kürner:
Reconfigurable Intelligent Surface Aided TeraHertz Communications Under Misalignment and Hardware Impairments. CoRR abs/2012.00267 (2020) - [i4]Xiaoqi Wang, Jiayi Zhang, Hongyang Du, Ning Wang, Bo Ai:
Secrecy Performance of Body-Centric Communications over Alternate Rician Shadowed Fading Channels. CoRR abs/2012.00268 (2020) - [i3]Jiayi Zhang, Hongyang Du, Qiang Sun, Derrick Wing Kwan Ng, Bo Ai:
Physical Layer Security Enhancement with Reconfigurable Intelligent Surface-Assisted Networks. CoRR abs/2012.00269 (2020)
2010 – 2019
- 2019
- [c2]Peng Zhang, Hongyang Du, Yiyu Cao, Jiayi Zhang:
Wireless Powered UAV Relay Communications over the Fisher-Snedecoer ƒ Fading Channels. VTC Fall 2019: 1-5 - [i2]Hongyang Du, Jiayi Zhang, Julian Cheng, Bo Ai:
Distribution of the Sum of Fisher-Snedecor $\mathcal{F}$ Random Variables and Its Applications. CoRR abs/1910.10565 (2019) - [i1]Hongyang Du, Jiayi Zhang, Kostas P. Peppas, Hui Zhao, Bo Ai, Xiaodan Zhang:
On the Distribution of the Ratio of Products of Fisher-Snedecor F Random Variables and Its Applications. CoRR abs/1911.11418 (2019) - 2015
- [c1]Hongyang Du, Wenfeng Li, Naitong Zhang, Kanglian Zhao, Jian Wang, Zhenhong Shao:
A vehicle cooperative positioning enhancement for GNSS-dark areas based on GRW model. WCSP 2015: 1-6
Coauthor Index
[j91] [j90] [j89] [j87] [j84] [j83] [j82] [j81] [j79] [j78] [j77] [j76] [j75] [j74] [j73] [j72] [j71] [j70] [j69] [j68] [j67] [j66] [j65] [j62] [j59] [j57] [j56] [j55] [j54] [j53] [j52] [j50] [j45] [j44] [j42] [j39] [j38] [j35] [j34] [j32] [j29] [j28] [c26] [c24] [c23] [c21] [c18] [i108] [i107] [i106] [i101] [i100] [i99] [i98] [i96] [i95] [i94] [i92] [i91] [i90] [i89] [i87] [i86] [i85] [i84] [i81] [i80] [i78] [i76] [i73] [i70] [j26] [j25] [j23] [j22] [j21] [j20] [j19] [j18] [j17] [j15] [j13] [j11] [j10] [j9] [c16] [c15] [c11] [c10] [c8] [c6] [i57] [i54] [i53] [i52] [i51] [i50] [i49] [i48] [i47] [i46] [i45] [i42] [i40] [i39] [i38] [i37] [i34] [i33] [i32] [i31] [i28] [i27] [i26] [i25] [i24] [i22] [j8] [j6] [c5] [c4] [i21] [i20] [i18] [i17] [i15] [i14] [i10] [i9] [i8] [i7]
[j89] [j87] [j76] [j75] [j74] [j69] [j68] [j65] [j63] [j61] [j60] [j49] [j45] [j39] [j36] [j35] [j32] [j28] [c26] [c23] [c21] [i101] [i100] [i99] [i98] [i95] [i94] [i91] [i85] [i84] [i81] [i78] [i73] [i59] [j21] [j19] [j18] [j12] [j10] [c16] [c11] [i57] [i51] [i50] [i49] [i42] [i39] [i38] [i35] [i32] [i27] [i26] [i25] [i23] [i22] [j8] [j6] [c5] [c4] [i21] [i20] [i18] [i16] [i15] [i13] [i10] [i7]
Khaled Ben Letaief
aka: Khaled B. Letaief
aka: Khaled B. Letaief
Dusit Niyato
aka: Dusit Tao Niyato
aka: Dusit Tao Niyato
[j91] [j90] [j89] [j88] [j87] [j86] [j85] [j84] [j83] [j82] [j81] [j80] [j79] [j78] [j77] [j76] [j75] [j74] [j73] [j72] [j71] [j70] [j69] [j68] [j67] [j66] [j65] [j64] [j63] [j62] [j61] [j60] [j59] [j58] [j57] [j56] [j55] [j54] [j53] [j52] [j51] [j50] [j49] [j48] [j46] [j45] [j44] [j43] [j42] [j41] [j40] [j39] [j38] [j37] [j36] [j34] [j33] [j32] [j31] [j30] [j29] [j28] [j27] [c26] [c25] [c24] [c23] [c22] [c21] [c20] [c18] [i108] [i107] [i106] [i105] [i104] [i103] [i102] [i101] [i100] [i99] [i98] [i96] [i95] [i94] [i93] [i92] [i91] [i90] [i89] [i88] [i87] [i86] [i85] [i84] [i83] [i82] [i81] [i80] [i79] [i78] [i77] [i76] [i75] [i74] [i73] [i72] [i71] [i70] [i69] [i68] [i67] [i66] [i65] [i64] [i63] [i60] [i59] [j26] [j25] [j24] [j23] [j22] [j21] [j20] [j19] [j18] [j17] [j16] [j15] [j14] [j13] [j12] [j11] [j10] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [c10] [c9] [c8] [c7] [c6] [i57] [i56] [i55] [i54] [i53] [i52] [i51] [i50] [i49] [i48] [i47] [i46] [i44] [i43] [i42] [i41] [i40] [i39] [i38] [i37] [i36] [i35] [i34] [i33] [i32] [i31] [i30] [i29] [i28] [i27] [i26] [i25] [i24] [i23] [j8] [j7] [j6] [c5] [c4] [i21] [i20] [i19] [i18] [i17] [i16] [i15] [i14] [i13] [i12] [i11] [i10] [i9] [i8] [i7]
Xuemin Shen
aka: Xuemin Sherman Shen
aka: Xuemin Sherman Shen
[j90] [j89] [j87] [j77] [j76] [j75] [j74] [j69] [j65] [j59] [j57] [j56] [j53] [j50] [j45] [j39] [j38] [j34] [j32] [j28] [j27] [c26] [c23] [c21] [c20] [c19] [i101] [i100] [i99] [i98] [i96] [i95] [i94] [i92] [i91] [i87] [i85] [i83] [i82] [i81] [i78] [i75] [i73] [i70] [i59] [j26] [j24] [j22] [j21] [j20] [j19] [j18] [j17] [j12] [j10] [j9] [c17] [c16] [c15] [c10] [c8] [c6] [i57] [i54] [i53] [i52] [i51] [i50] [i49] [i46] [i45] [i39] [i38] [i37] [i33] [i32] [i31] [i27] [i26] [i25] [i24] [i19] [i18] [i16] [i15] [i14] [i12] [i10]
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