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ORCIDRuichen Zhang
This is just a disambiguation page, and is not intended to be the bibliography of an actual person. Any publication listed on this page has not been assigned to an actual author yet. If you know the true author of one of the publications listed below, you are welcome to contact us.
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2020 – today
- 2026
[j42]Haochen Jin, Zhanqi Cui
, Ruichen Zhang, Xiang Chen, Rongcun Wang, Xiulei Liu:
Defect prediction guided greybox fuzz testing. J. Syst. Softw. 231: 112609 (2026)- 2025
- [j41]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) - [j40]Jingyang Cao, Mu Zhou, Dusit Niyato, Ruichen Zhang, Wei Nie:
Fast and High-Resolution Entangled Optical Quantum Radar Sensing Network for Complex Environment. IEEE Netw. 39(1): 104-115 (2025) - [j39]Ruichen Zhang, Jiayi He, Xiaofeng Luo, Dusit Niyato, Jiawen Kang, Zehui Xiong, Yonghui Li, Biplab Sikdar:
Toward Democratized Generative AI in Next-Generation Mobile Edge Networks. IEEE Netw. 39(6): 251-260 (2025) - [j38]Hongyang Du, Ruichen Zhang, Dusit Niyato, Jiawen Kang, Zehui Xiong, Shuguang Cui, Xuemin Shen, Dong In Kim:
Reinforcement Learning With LLMs Interaction for Distributed Diffusion Model Services. IEEE Trans. Pattern Anal. Mach. Intell. 47(10): 8838-8855 (2025) - [j37]Xin Ding, Ruichen Zhang, Qiong Liu, You Yang:
Real-time small object detection using adaptive weighted fusion of efficient positional features. Pattern Recognit. 167: 111717 (2025) - [j36]Yijing Liu, Hongyang Du, Xinyi Xu, Ruichen Zhang, Gang Feng, Bin Cao, Dusit Niyato, Dong In Kim, Abbas Jamalipour, Khaled Ben Letaief, Rahim Tafazolli:
A Survey of Integrating Generative Artificial Intelligence and 6G Mobile Services: Architectures, Solutions, Technologies and Outlooks. IEEE Trans. Cogn. Commun. Netw. 11(3): 1334-1356 (2025) - [j35]Jian Liu, Ming Xiao, Jinbo Wen, Jiawen Kang, Ruichen Zhang, Tao Zhang, Dusit Niyato, Weiting Zhang, Ying Liu:
Optimizing Resource Allocation for Multi-Modal Semantic Communication in Mobile AIGC Networks: A Diffusion-Based Game Approach. IEEE Trans. Cogn. Commun. Netw. 11(5): 3346-3360 (2025) - [j34]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. IEEE Trans. Commun. 73(4): 2431-2447 (2025) - [j33]Jingyang Cao, Mu Zhou, Ruichen Zhang, Dusit Niyato, Wei Nie, Zhu Han:
Robust Optical Quantum Imaging Framework With Entangled Photons in Oceanic Turbulent Environments. IEEE Trans. Commun. 73(8): 6290-6305 (2025) - [j32]Hong Han, Yang Lu, Zihan Song, Ruichen Zhang, Wei Chen, Bo Ai, Dusit Niyato, Dong In Kim:
SWIPTNet: A Unified Deep Learning Framework for SWIPT Based on GNN and Transfer Learning. IEEE Trans. Mob. Comput. 24(10): 9477-9488 (2025) - [j31]Ruichen Zhang, Changyuan Zhao, Hongyang Du, Dusit Niyato, Jiacheng Wang, Suttinee Sawadsitang, Xuemin Shen, Dong In Kim:
Embodied AI-Enhanced Vehicular Networks: An Integrated Vision Language Models and Reinforcement Learning Method. IEEE Trans. Mob. Comput. 24(11): 11494-11510 (2025) - [j30]Huimin Hu, Ruichen Zhang, Zhiguo Ding, Fan Jiang, Ruihong Jiang, Dusit Niyato:
Optimizing AoI in RIS-Aided Wireless Powered Backscatter-Active Communication Networks. IEEE Trans. Veh. Technol. 74(9): 14916-14921 (2025) - [j29]Zhangfeng Ma, Ruichen Zhang, Bo Ai, Zhuxian Lian, Linzhou Zeng, Dusit Niyato, Yifei Peng:
Deep Reinforcement Learning for Energy Efficiency Maximization in RSMA-IRS-Assisted ISAC System. IEEE Trans. Veh. Technol. 74(11): 18273-18278 (2025) - [j28]Yangbo Guo, Jianhui Fan, Ruichen Zhang, Baofang Chang, Derrick Wing Kwan Ng, Dusit Niyato, Dong In Kim:
Secrecy Energy Efficiency Maximization in IRS-Assisted VLC MISO Networks With RSMA: A DS-PPO Approach. IEEE Trans. Wirel. Commun. 24(8): 6475-6489 (2025) - [j27]Yang Lu, Yuhang Li, Ruichen Zhang, Wei Chen, Bo Ai, Dusit Niyato:
Graph Neural Networks for Wireless Networks: Graph Representation, Architecture and Evaluation. IEEE Wirel. Commun. 32(1): 150-156 (2025) - [c12]Mufan Qiu, Xinyu Hu, Fengwei Zhan, Sukwon Yun, Jie Peng, Ruichen Zhang, Bhavya Kailkhura, Jiekun Yang, Tianlong Chen:
GRNFormer: A Biologically-Guided Framework for Integrating Gene Regulatory Networks into RNA Foundation Models. ACL (Findings) 2025: 3805-3819 - [c11]Jie Dai, Yuchen Liu, Jiakang Zheng, Ruichen Zhang, Jiayi Zhang, Bo Ai:
Movable Cell-Free Massive MIMO For High-Speed Train Communications: A PPO-Based Antenna Position Optimization. ICC Workshops 2025: 38-43 - [c10]Weiwen Yuan, Jinke Ren, Chongjie Wang, Ruichen Zhang, Jun Wei, Dong In Kim, Shuguang Cui:
Generative Semantic Communication for Joint Image Transmission and Segmentation. ICC Workshops 2025: 1110-1115 - [c9]Huaizhi Qu, Yujie Wang, Ruichen Zhang, Hengyu Lian, Mufan Qiu, Samarjit Chakraborty, Henry Fuchs, Tianlong Chen, Praneeth Chakravarthula:
HoloZip: High Hologram Compression via Latent-of-Latent Coding. ICCP 2025: 1-10 - [c8]Ruoxuan Liang, Xiangjian Zeng, Zhen Liu, Qingqiang Wu, Ruichen Zhang, Le Ren:
WhisperMSS: A Two-Stage Framework for Mandarin Singing Transcription and Segmentation Using Pretrained Models. INTERSPEECH 2025 - [c7]Jing Zhang, Dongyang Gao, Jiacheng Wang, Zemin Sun, Shuang Liang, Ruichen Zhang, Geng Sun:
Real-Time Beam Tracking Algorithm for UAVs in Millimeter-wave Networks with Adaptive Beamwidth Adjustment. IWCMC 2025: 770-775 - [c6]Jiacheng Wang, Changyuan Zhao, Ruichen Zhang, Yinqiu Liu, Geng Sun, Nan Ma, Dusit Niyato:
Generative AI Based Data Augmentation for Integrated Sensing and Communications Networks. IWCMC 2025: 973-978 - [i74]Ruichen Zhang, Changyuan Zhao, Hongyang Du, Dusit Niyato, Jiacheng Wang, Suttinee Sawadsitang, Xuemin Shen, Dong In Kim:
Embodied AI-Enhanced Vehicular Networks: An Integrated Large Language Models and Reinforcement Learning Method. CoRR abs/2501.01141 (2025) - [i73]Yushen Lin, Ruichen Zhang, Wenqi Huang, Kaidi Wang, Zhiguo Ding, Daniel K. C. So, Dusit Niyato:
Empowering Large Language Models in Wireless Communication: A Novel Dataset and Fine-Tuning Framework. CoRR abs/2501.09631 (2025) - [i72]Zhangfeng Ma, Ruichen Zhang, Bo Ai, Zhuxian Lian, Linzhou Zeng, Dusit Niyato:
Deep Reinforcement Learning for Energy Efficiency Maximization in RSMA-IRS-Assisted ISAC System. CoRR abs/2501.15091 (2025) - [i71]Hanwen Zhang, Ruichen Zhang, Wei Zhang, Dusit Niyato, Yonggang Wen:
Advancing Generative Artificial Intelligence and Large Language Models for Demand Side Management with Electric Vehicles. CoRR abs/2501.15544 (2025) - [i70]Ruichen Zhang, Mufan Qiu, Zhen Tan, Mohan Zhang, Vincent Lu, Jie Peng, Kaidi Xu, Leandro Z. Agudelo, Peter Qian, Tianlong Chen:
Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs. CoRR abs/2502.07942 (2025) - [i69]Yinqiu Liu, Ruichen Zhang, Jiacheng Wang, Dusit Niyato, Xianbin Wang, Dong In Kim, Hongyang Du:
Intelligent Mobile AI-Generated Content Services via Interactive Prompt Engineering and Dynamic Service Provisioning. CoRR abs/2502.11386 (2025) - [i68]Ruichen Zhang, Shunpu Tang, Yinqiu Liu, Dusit Niyato, Zehui Xiong, Sumei Sun, Shiwen Mao, Zhu Han:
Toward Agentic AI: Generative Information Retrieval Inspired Intelligent Communications and Networking. CoRR abs/2502.16866 (2025) - [i67]Mufan Qiu, Xinyu Hu, Fengwei Zhan, Sukwon Yun, Jie Peng, Ruichen Zhang, Bhavya Kailkhura, Jiekun Yang, Tianlong Chen:
GRNFormer: A Biologically-Guided Framework for Integrating Gene Regulatory Networks into RNA Foundation Models. CoRR abs/2503.01682 (2025) - [i66]Xudong Wang, Jiacheng Wang, Lei Feng, Dusit Niyato, Ruichen Zhang, Jiawen Kang, Zehui Xiong, Hongyang Du, Shiwen Mao:
Wireless Hallucination in Generative AI-enabled Communications: Concepts, Issues, and Solutions. CoRR abs/2503.06149 (2025) - [i65]Jiani Fan, Lwin Khin Shar, Ruichen Zhang, Ziyao Liu, Wenzhuo Yang, Dusit Niyato, Bomin Mao, Kwok-Yan Lam:
Deep Learning Approaches for Anti-Money Laundering on Mobile Transactions: Review, Framework, and Directions. CoRR abs/2503.10058 (2025) - [i64]Shunpu Tang, Yuhao Chen, Qianqian Yang, Ruichen Zhang, Dusit Niyato, Zhiguo Shi:
Towards Secure Semantic Communications in the Presence of Intelligent Eavesdroppers. CoRR abs/2503.23103 (2025) - [i63]Bisheng Wei, Ruichen Zhang, Ruihong Jiang, Mugen Peng, Dusit Niyato:
LAURA: LLM-Assisted UAV Routing for AoI Minimization. CoRR abs/2503.23132 (2025) - [i62]Lingyi Cai, Jiacheng Wang, Ruichen Zhang, Yu Zhang, Tao Jiang, Dusit Niyato, Xianbin Wang, Abbas Jamalipour, Xuemin Shen:
Secure Physical Layer Communications for Low-Altitude Economy Networking: A Survey. CoRR abs/2504.09153 (2025) - [i61]Shuang Tian, Tao Zhang, Jiqiang Liu, Jiacheng Wang, Xuangou Wu, Xiaoqiang Zhu, Ruichen Zhang, Weiting Zhang, Zhenhui Yuan, Shiwen Mao, Dong In Kim:
Exploring the Role of Large Language Models in Cybersecurity: A Systematic Survey. CoRR abs/2504.15622 (2025) - [i60]Chuang Zhang, Geng Sun, Jiahui Li, Jiacheng Wang, Ruichen Zhang, Dusit Niyato, Shiwen Mao, Tony Q. S. Quek:
Aerial Active STAR-RIS-assisted Satellite-Terrestrial Covert Communications. CoRR abs/2504.16146 (2025) - [i59]Yunting Xu, Jiacheng Wang, Ruichen Zhang, Changyuan Zhao, Dusit Niyato, Jiawen Kang, Zehui Xiong, Bo Qian, Haibo Zhou, Shiwen Mao, Abbas Jamalipour, Xuemin Shen, Dong In Kim:
Decentralization of Generative AI via Mixture of Experts for Wireless Networks: A Comprehensive Survey. CoRR abs/2504.19660 (2025) - [i58]Ruichen Zhang, Yinqiu Liu, Shunpu Tang, Jiacheng Wang, Dusit Niyato, Geng Sun, Yonghui Li, Sumei Sun:
Covert Prompt Transmission for Secure Large Language Model Services. CoRR abs/2504.21311 (2025) - [i57]Shunpu Tang, Yuanyuan Jia, Qianqian Yang, Ruichen Zhang, Jihong Park, Dusit Niyato:
Enabling Training-Free Semantic Communication Systems with Generative Diffusion Models. CoRR abs/2505.01209 (2025) - [i56]Yuanai Xie, Zhaozhi Liu, Xiao Zhang, Shihua Zhang, Rui Hou, Minrui Xu, Ruichen Zhang, Dusit Niyato:
Shadow Wireless Intelligence: Large Language Model-Driven Reasoning in Covert Communications. CoRR abs/2505.04068 (2025) - [i55]Jiahui Li, Geng Sun, Zemin Sun, Jiacheng Wang, Yinqiu Liu, Ruichen Zhang, Dusit Niyato, Shiwen Mao:
LLM-guided DRL for Multi-tier LEO Satellite Networks with Hybrid FSO/RF Links. CoRR abs/2505.11978 (2025) - [i54]Yinqiu Liu, Guangyuan Liu, Jiacheng Wang, Ruichen Zhang, Dusit Niyato, Geng Sun, Zehui Xiong, Zhu Han:
LAMeTA: Intent-Aware Agentic Network Optimization via a Large AI Model-Empowered Two-Stage Approach. CoRR abs/2505.12247 (2025) - [i53]Ruichen Zhang, Rana Muhammad Shahroz Khan, Zhen Tan, Dawei Li, Song Wang, Tianlong Chen:
The Quest for Efficient Reasoning: A Data-Centric Benchmark to CoT Distillation. CoRR abs/2505.18759 (2025) - [i52]Lingyi Cai, Ruichen Zhang, Changyuan Zhao, Yu Zhang, Jiawen Kang, Dusit Niyato, Tao Jiang, Xuemin Shen:
Large Language Model-enhanced Reinforcement Learning for Low-Altitude Economy Networking. CoRR abs/2505.21045 (2025) - [i51]Xudong Wang, Jian Zhu, Ruichen Zhang, Lei Feng, Dusit Niyato, Jiacheng Wang, Hongyang Du, Shiwen Mao, Zhu Han:
Chain-of-Thought for Large Language Model-empowered Wireless Communications. CoRR abs/2505.22320 (2025) - [i50]Guangyuan Liu, Yinqiu Liu, Ruichen Zhang, Hongyang Du, Dusit Niyato, Zehui Xiong, Sumei Sun, Abbas Jamalipour:
Wireless Agentic AI with Retrieval-Augmented Multimodal Semantic Perception. CoRR abs/2505.23275 (2025) - [i49]Changyuan Zhao, Ruichen Zhang, Jiacheng Wang, Gaosheng Zhao, Dusit Niyato, Geng Sun, Shiwen Mao, Dong In Kim:
World Models for Cognitive Agents: Transforming Edge Intelligence in Future Networks. CoRR abs/2506.00417 (2025) - [i48]Haoxiang Luo, Yinqiu Liu, Ruichen Zhang, Jiacheng Wang, Gang Sun, Dusit Niyato, Hongfang Yu, Zehui Xiong, Xianbin Wang, Xuemin Shen:
Toward Edge General Intelligence with Multiple-Large Language Model (Multi-LLM): Architecture, Trust, and Orchestration. CoRR abs/2507.00672 (2025) - [i47]Zhaoqilin Yang, Xin Wang, Ruichen Zhang, Chanchan Li, Youliang Tian:
TUC-PPO: Team Utility-Constrained Proximal Policy Optimization for Spatial Public Goods Games. CoRR abs/2507.02675 (2025) - [i46]Levi Harris, Md Jayed Hossain, Mufan Qiu, Ruichen Zhang, Pingchuan Ma, Tianlong Chen, Jiaqi Gu, Seth Ariel Tongay, Umberto Celano:
SparseC-AFM: a deep learning method for fast and accurate characterization of MoS2 with C-AFM. CoRR abs/2507.13527 (2025) - [i45]Xiaozheng Gao, Yichen Wang, Bosen Liu, Xiao Zhou, Ruichen Zhang, Jiacheng Wang, Dusit Niyato, Dong In Kim, Abbas Jamalipour, Chau Yuen, Jianping An, Kai Yang:
Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches. CoRR abs/2507.14633 (2025) - [i44]Rongsheng Zhang, Ruichen Zhang, Yang Lu, Wei Chen, Bo Ai, Dusit Niyato:
Mamba for Wireless Communications and Networking: Principles and Opportunities. CoRR abs/2508.00403 (2025) - [i43]Yunting Xu, Jiacheng Wang, Ruichen Zhang, Dusit Niyato, Deepu Rajan, Liang Yu, Haibo Zhou, Abbas Jamalipour, Xianbin Wang:
Enhancing Wireless Networks for IoT with Large Vision Models: Foundations and Applications. CoRR abs/2508.00583 (2025) - [i42]Nguyen Cong Luong, Nguyen Duc Hai, Duc Van Le, Huy T. Nguyen, Thai-Hoc Vu, Thien Huynh-The, Ruichen Zhang, Nguyen Duc Duy Anh, Dusit Niyato, Marco Di Renzo, Dong In Kim, Quoc-Viet Pham:
Diffusion Models for Future Networks and Communications: A Comprehensive Survey. CoRR abs/2508.01586 (2025) - [i41]Chenbo Hu, Ruichen Zhang, Bo Li, Xu Jiang, Nan Zhao, Marco Di Renzo, Dusit Niyato, Arumugam Nallanathan, George K. Karagiannidis:
Generative AI-Empowered Secure Communications in Space-Air-Ground Integrated Networks: A Survey and Tutorial. CoRR abs/2508.01983 (2025) - [i40]Changyuan Zhao, Guangyuan Liu, Ruichen Zhang, Yinqiu Liu, Jiacheng Wang, Jiawen Kang, Dusit Niyato, Zan Li, Xuemin Shen, Zhu Han, Sumei Sun, Chau Yuen, Dong In Kim:
Edge General Intelligence Through World Models and Agentic AI: Fundamentals, Solutions, and Challenges. CoRR abs/2508.09561 (2025) - [i39]Ping Zhang, Kai Niu, Yiming Liu, Zijian Liang, Nan Ma, Xiaodong Xu, Wenjun Xu, Mengying Sun, Yinqiu Liu, Xiaoyun Wang, Ruichen Zhang:
Way to Build Native AI-driven 6G Air Interface: Principles, Roadmap, and Outlook. CoRR abs/2508.15277 (2025) - [i38]Haoxiang Luo, Ruichen Zhang, Yinqiu Liu, Gang Sun, Hongfang Yu, Zhu Han:
Real World Assets on-Chain Assistance Low-Altitude Computility Networks: Architecture, Methodology, and Challenges. CoRR abs/2508.17911 (2025) - [i37]Ruichen Zhang, Guangyuan Liu, Yinqiu Liu, Changyuan Zhao, Jiacheng Wang, Yunting Xu, Dusit Niyato, Jiawen Kang, Yonghui Li, Shiwen Mao, Sumei Sun, Xuemin Shen, Dong In Kim:
Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions. CoRR abs/2508.18725 (2025) - [i36]Yinqiu Liu, Ruichen Zhang, Haoxiang Luo, Yijing Lin, Geng Sun, Dusit Niyato, Hongyang Du, Zehui Xiong, Yonggang Wen, Abbas Jamalipour, Dong In Kim, Ping Zhang:
Secure Multi-LLM Agentic AI and Agentification for Edge General Intelligence by Zero-Trust: A Survey. CoRR abs/2508.19870 (2025) - [i35]Bisheng Wei, Ruihong Jiang, Ruichen Zhang, Yinqiu Liu, Dusit Niyato, Yaohua Sun, Yang Lu, Yonghui Li, Shiwen Mao, Chau Yuen, Marco Di Renzo, Mugen Peng:
Large Language Models for Next-Generation Wireless Network Management: A Survey and Tutorial. CoRR abs/2509.05946 (2025) - [i34]Yanwei Gong, Ruichen Zhang, Xiaoqing Wang, Xiaolin Chang, Bo Ai, Junchao Fan, Bocheng Ju, Dusit Niyato:
Towards Reliable Service Provisioning for Dynamic UAV Clusters in Low-Altitude Economy Networks. CoRR abs/2509.06112 (2025) - [i33]Haoxiang Luo, Yu Yan, Yanhui Bian, Wenjiao Feng, Ruichen Zhang, Yinqiu Liu, Jiacheng Wang, Gang Sun, Dusit Niyato, Hongfang Yu, Abbas Jamalipour, Shiwen Mao:
AI Reasoning for Wireless Communications and Networking: A Survey and Perspectives. CoRR abs/2509.09193 (2025) - [i32]Ping Zhang, Xiaodong Xu, Mengying Sun, Haixiao Gao, Nan Ma, Xiaoyun Wang, Ruichen Zhang, Jiacheng Wang, Dusit Niyato:
Towards Native AI in 6G Standardization: The Roadmap of Semantic Communication. CoRR abs/2509.12758 (2025) - [i31]Mingyi Luo, Ruichen Zhang, Xiangwang Hou, Jun Du, Chunxiao Jiang, Yong Ren, Dusit Niyato, Shiwen Mao:
Agentic AI Reasoning for Mobile Edge General Intelligence: Fundamentals, Approaches, and Directions. CoRR abs/2509.23248 (2025) - [i30]Yan Sun, Yinqiu Liu, Shaoyong Guo, Ruichen Zhang, Jiacheng Wang, Xuesong Qiu, Geng Sun, Weifeng Gong, Dusit Niyato, Qihui Wu:
A Synergy of Computing Power Networks and Low-Altitude Economy Intelligent Communications: Challenges, Design Principles, and Research Directions. CoRR abs/2509.23810 (2025) - [i29]Chengzhen Li, Likun Zhang, Chuang Zhang, Jiahui Li, Changyuan Zhao, Ruichen Zhang, Geng Sun:
Wireless Laser Power Transfer for Low-altitude Uncrewed Aerial Vehicle-assisted Internet of Things: Paradigms, Challenges, and Solutions. CoRR abs/2510.00477 (2025) - [i28]Changyuan Zhao, Ruichen Zhang, Jiacheng Wang, Dusit Niyato, Geng Sun, Xianbin Wang, Shiwen Mao, Abbas Jamalipour:
From Agentification to Self-Evolving Agentic AI for Wireless Networks: Concepts, Approaches, and Future Research Directions. CoRR abs/2510.05596 (2025) - [i27]Yang Li, Ruichen Zhang, Yinqiu Liu, Guangyuan Liu, Dusit Niyato, Abbas Jamalipour, Xianbin Wang, Dong In Kim:
Efficient Onboard Vision-Language Inference in UAV-Enabled Low-Altitude Economy Networks via LLM-Enhanced Optimization. CoRR abs/2510.10028 (2025) - [i26]Huaizhi Qu, Ruichen Zhang, Shuqing Luo, Luchao Qi, Zhihao Zhang, Xiaoming Liu, Roni Sengupta, Tianlong Chen:
EditCast3D: Single-Frame-Guided 3D Editing with Video Propagation and View Selection. CoRR abs/2510.13652 (2025) - [i25]Changyuan Zhao, Jiacheng Wang, Ruichen Zhang, Dusit Niyato, Hongyang Du, Zehui Xiong, Dong In Kim, Ping Zhang:
SecDiff: Diffusion-Aided Secure Deep Joint Source-Channel Coding Against Adversarial Attacks. CoRR abs/2511.01466 (2025) - [i24]Guangyuan Liu, Yinqiu Liu, Ruichen Zhang, Dusit Niyato, Jiawen Kang, Sumei Sun, Abbas Jamalipour, Ping Zhang:
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets. CoRR abs/2511.05972 (2025) - 2024
- [j26]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) - [j25]Ruichen Zhang, Bo Kang:
From Propaganda to Memes: Resignification of Political Discourse Through Memes on the Chinese Internet. Int. J. Hum. Comput. Interact. 40(11): 3030-3049 (2024) - [j24]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) - [j23]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) - [j22]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) - [j21]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) - [j20]Jingyang Cao, Mu Zhou, Dusit Niyato, Ruichen Zhang, Wei Nie:
Entangled Optical Quantum Imaging Method Assisted by AUVs Based on Underwater Light Transmission Characteristics. IEEE Trans. Veh. Technol. 73(10): 15664-15668 (2024) - [j19]Ruichen Zhang, Ke Xiong, Yang Lu, Derrick Wing Kwan Ng, Pingyi Fan, Khaled Ben Letaief:
SWIPT-Enabled Cell-Free Massive MIMO-NOMA Networks: A Machine Learning-Based Approach. IEEE Trans. Wirel. Commun. 23(7): 6701-6718 (2024) - [j18]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) - [j17]Xingcong Tian, Ke Xiong, Ruichen Zhang, Pingyi Fan, Dusit Niyato, Khaled Ben Letaief:
Sum Rate Maximization in Multi-Cell Multi-User Networks: An Inverse Reinforcement Learning-Based Approach. IEEE Wirel. Commun. Lett. 13(1): 4-8 (2024) - [j16]Wanle Zhang, Ke Xiong, Ruichen Zhang, Pingyi Fan, Khaled Ben Letaief:
SEE Maximization in RIS-Aided Network With RSMA: A PPO-SCF Method. IEEE Wirel. Commun. Lett. 13(12): 3315-3319 (2024) - [c5]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 - [i23]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) - [i22]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) - [i21]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) - [i20]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) - [i19]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) - [i18]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) - [i17]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) - [i16]Jian Liu, Ming Xiao, Jinbo Wen, Jiawen Kang, Ruichen Zhang, Tao Zhang, Dusit Niyato, Weiting Zhang, Ying Liu:
Optimizing Resource Allocation for Multi-modal Semantic Communication in Mobile AIGC Networks: A Diffusion-based Game Approach. CoRR abs/2409.17506 (2024) - [i15]Ruichen Zhang, Yuguang Yao, Zhen Tan, Zhiming Li, Pan Wang, Huan Liu, Jingtong Hu, Sijia Liu, Tianlong Chen:
FairSkin: Fair Diffusion for Skin Disease Image Generation. CoRR abs/2410.22551 (2024) - [i14]Yangbo Guo, Jianhui Fan, Ruichen Zhang, Baofang Chang, Derrick Wing Kwan Ng, Dusit Niyato, Dong In Kim:
Secrecy Energy Efficiency Maximization in IRS-Assisted VLC MISO Networks with RSMA: A DS-PPO approach. CoRR abs/2411.09146 (2024) - [i13]Ruichen Zhang, Jiayi He, Xiaofeng Luo, Dusit Niyato, Jiawen Kang, Zehui Xiong, Yonghui Li, Biplab Sikdar:
Toward Democratized Generative AI in Next-Generation Mobile Edge Networks. CoRR abs/2411.09148 (2024) - [i12]Yuan Liu, Ruichen Zhang, Ruihong Jiang, Yongdong Zhu, Huimin Hu, Qiang Ni, Zesong Fei, Dusit Niyato:
STAR-RIS Enabled ISAC Systems: Joint Rate Splitting and Beamforming Optimization. CoRR abs/2411.09154 (2024) - [i11]Weiwen Yuan, Jinke Ren, Chongjie Wang, Ruichen Zhang, Jun Wei, Dong In Kim, Shuguang Cui:
Generative Semantic Communication for Joint Image Transmission and Segmentation. CoRR abs/2411.18005 (2024) - [i10]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) - [i9]Yang Xiong, Ruichen Zhang, Yinqiu Liu, Dusit Niyato, Zehui Xiong, Ying-Chang Liang, Shiwen Mao:
When Graph Meets Retrieval Augmented Generation for Wireless Networks: A Tutorial and Case Study. CoRR abs/2412.07189 (2024) - [i8]Haotian Zheng, Jinke Ren, Yushan Sun, Ruichen Zhang, Wenbo Zhang, Zhen Li, Dusit Niyato, Shuguang Cui, Yatong Han:
Adaptive Pruning for Large Language Models with Structural Importance Awareness. CoRR abs/2412.15127 (2024) - [i7]Shunpu Tang, Ruichen Zhang, Yuxuan Yan, Qianqian Yang, Dusit Niyato, Xianbin Wang, Shiwen Mao:
Retrieval-augmented Generation for GenAI-enabled Semantic Communications. CoRR abs/2412.19494 (2024) - 2023
- [j15]Clare Foster, Ruichen Zhang:
Special Issue: Iteration and persuasion as key conditions of digital societies. AI Soc. 38(5): 1981-1986 (2023) - [j14]Ruichen Zhang:
Re-directing socialist persuasion through affective reiteration: a discourse analysis of 'Socialist Memes' on the Chinese internet. AI Soc. 38(5): 2093-2104 (2023) - [j13]Ruichen Zhang, Zeshui Xu, Xunjie Gou:
ELECTRE II method based on the cosine similarity to evaluate the performance of financial logistics enterprises under double hierarchy hesitant fuzzy linguistic environment. Fuzzy Optim. Decis. Mak. 22(1): 23-49 (2023) - [j12]Zhaoqilin Yang, Gaoyun An, Ruichen Zhang, Zhenxing Zheng, Qiuqi Ruan:
SRI3D: Two-stream inflated 3D ConvNet based on sparse regularization for action recognition. IET Image Process. 17(5): 1438-1448 (2023) - [j11]Ruichen Zhang, Ke Xiong, Yang Lu, Pingyi Fan, Derrick Wing Kwan Ng, Khaled B. Letaief:
Energy Efficiency Maximization in RIS-Assisted SWIPT Networks With RSMA: A PPO-Based Approach. IEEE J. Sel. Areas Commun. 41(5): 1413-1430 (2023) - [j10]Bei Liu, Shaofeng Bian, Bing Ji, Shuguang Wu, Pengfei Xian, Cheng Chen, Ruichen Zhang:
Application of the Fourier Series Expansion Method for the Inversion of Gravity Gradients using Gravity Anomalies. Remote. Sens. 15(1): 230 (2023) - [j9]Yichi Zhang, Yang Lu, Ruichen Zhang, Bo Ai, Dusit Niyato:
Deep Reinforcement Learning for Secrecy Energy Efficiency Maximization in RIS-Assisted Networks. IEEE Trans. Veh. Technol. 72(9): 12413-12418 (2023) - [j8]Yuhang Li, Yang Lu, Ruichen Zhang, Bo Ai, Zhangdui Zhong:
Deep Learning for Energy Efficient Beamforming in MU-MISO Networks: A GAT-Based Approach. IEEE Wirel. Commun. Lett. 12(7): 1264-1268 (2023) - [c4]Ruichen Zhang, Qiong Liu, Kejun Wu:
EFPNet: Effective Fusion Pyramid Network for Tiny Person Detection in UAV Images. CICAI (1) 2023: 281-292 - [c3]Han Bao, Ke Xiong, Ruichen Zhang, Pingyi Fan, Dusit Niyato, Khaled Ben Letaief:
User Cooperation with Power Control for Federated Learning in CFmMIMO Networks. ICC Workshops 2023: 122-127 - [c2]Lei Yang, Zhipeng Liu, Ruichen Zhang, Haiyu Shen, Yijing Tan, Jian Zhang, Chao Liu, Fangfang Zhou, Ying Zhao:
Using SHAP to Measure Interpretability of Neuronal Feature Visualization. VINCI 2023: 30:1-30:3 - [i6]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) - [i5]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) - [i4]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) - [i3]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) - [i2]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) - [i1]Ruichen Zhang:
Perceptual Similarity guidance and text guidance optimization for Editing Real Images using Guided Diffusion Models. CoRR abs/2312.06680 (2023) - 2022
- [j7]Ruichen Zhang, Ke Xiong, Yang Lu, Bo Gao, Pingyi Fan, Khaled Ben Letaief:
Joint Coordinated Beamforming and Power Splitting Ratio Optimization in MU-MISO SWIPT-Enabled HetNets: A Multi-Agent DDQN-Based Approach. IEEE J. Sel. Areas Commun. 40(2): 677-693 (2022) - [c1]Ruichen Zhang, Ke Xiong, Xingcong Tian, Yang Lu, Pingyi Fan, Khaled Ben Letaief:
Inverse Reinforcement Learning Meets Power Allocation in Multi-user Cellular Networks. INFOCOM Workshops 2022: 1-2 - 2021
- [j6]Ruichen Zhang, Zeshui Xu, Xunjie Gou:
An integrated method for multi-criteria decision-making based on the best-worst method and Dempster-Shafer evidence theory under double hierarchy hesitant fuzzy linguistic environment. Appl. Intell. 51(2): 713-735 (2021) - [j5]Ruichen Zhang, Xunjie Gou, Zeshui Xu:
A multi-attribute decision-making framework for Chinese medicine medical diagnosis with correlation measures under double hierarchy hesitant fuzzy linguistic environment. Comput. Ind. Eng. 156: 107243 (2021) - [j4]Ruichen Zhang, Shao-feng Bian, Houpu Li:
RSPCN: Super-Resolution of Digital Elevation Model Based on Recursive Sub-Pixel Convolutional Neural Networks. ISPRS Int. J. Geo Inf. 10(8): 501 (2021) - [j3]Ruichen Zhang, Ke Xiong, Wei Guo, Xi Yang, Pingyi Fan, Khaled Ben Letaief:
Q-Learning-Based Adaptive Power Control in Wireless RF Energy Harvesting Heterogeneous Networks. IEEE Syst. J. 15(2): 1861-1872 (2021) - 2020
- [j2]Qiyang Lu, Weiyuan Lin, Ruichen Zhang, Rui Chen, Xiaoyu Wei, Tingyu Li, Zhicheng Du, Zhaofeng Xie, Zhuliang Yu, Xinzhou Xie, Hui Liu:
Validation and Diagnostic Performance of a CFD-Based Non-invasive Method for the Diagnosis of Aortic Coarctation. Frontiers Neuroinformatics 14: 613666 (2020)
2010 – 2019
- 2018
- [j1]Ruichen Zhang, Zongmin Li, Huchang Liao:
Multiple-attribute decision-making method based on the correlation coefficient between dual hesitant fuzzy linguistic term sets. Knowl. Based Syst. 159: 186-192 (2018)
Coauthor Index
[j41] [j40] [j39] [j38] [j36] [j35] [j34] [j33] [j32] [j31] [j30] [j29] [j28] [j27] [c6] [i74] [i73] [i72] [i71] [i69] [i68] [i66] [i65] [i64] [i63] [i62] [i60] [i59] [i58] [i57] [i56] [i55] [i54] [i52] [i51] [i50] [i49] [i48] [i45] [i44] [i43] [i42] [i41] [i40] [i37] [i36] [i35] [i34] [i33] [i32] [i31] [i30] [i28] [i27] [i25] [i24] [j26] [j24] [j23] [j22] [j21] [j20] [j18] [j17] [c5] [i23] [i22] [i21] [i20] [i19] [i18] [i17] [i16] [i14] [i13] [i12] [i10] [i9] [i8] [i7] [j9] [c3] [i6] [i5] [i4] [i3] [i2]
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