Biclustering of Gene Expression Data Based on Binary Artificial Fish Swarm Algorithm. - Rui Zhang; Huacheng Gao; Yinqiu Liu; Yuanyuan Lu; Yan Cui 007 (CCIS, 2018)

LightChain: A Lightweight Blockchain System for Industrial Internet of Things. - Yinqiu Liu; Kun Wang 005; Yun Lin 005; Wenyao Xu (IEEE Trans. Ind. Informatics, 2019)

Performance Benchmarking and Optimization for IIoT-oriented Blockchain. - Kai Qian; Yinqiu Liu; Yamin Han; Kun Wang 005 (SpaCCS Workshops, 2020)

PV-MBLL algorithm for extraction of absolute tissue oxygenation information by diffuse optical spectroscopy. - Jing Bai; Qisen Zhu; Yinqiu Liu; Yihang Zhou; Tianlei Shi; Zhiguo Gui; Yu Shang (Comput. Methods Programs Biomed., 2020)

Effective scaling of blockchain beyond consensus innovations and Moore's law. - Yinqiu Liu; Kai Qian; Jinlong Yu; Kun Wang 005; Lei He 001 (CoRR, 2020)

Tornado: Enabling Blockchain in Heterogeneous Internet of Things Through a Space-Structured Approach. - Yinqiu Liu; Kun Wang 005; Kai Qian; Miao Du; Song Guo 001 (IEEE Internet Things J., 2020)

A novel biclustering of gene expression data based on hybrid BAFS-BSA algorithm. - Yan Cui 007; Rui Zhang; Huacheng Gao; Yuanyuan Lu; Yinqiu Liu; Guangwei Gao (Multim. Tools Appl., 2020)

Spacechain: A Three-Dimensional Blockchain Architecture for IoT Security. - Miao Du; Kun Wang 005; Yinqiu Liu; Kai Qian; Yanfei Sun; Wenyao Xu; Song Guo 001 (IEEE Wirel. Commun., 2020)

BCadvisor: Enabling Green Blockchain Systems Through Resource-Oriented Benchmarking. - Kai Qian; Yinqiu Liu; Yamin Han; Kun Wang 005 (ICC, 2022)

BCmaster: A Compatible Framework for Comprehensively Analyzing and Monitoring Blockchain Systems in IoT. - Yinqiu Liu; Kai Qian; Kun Wang 005; Lei He 001 (IEEE Internet Things J., 2022)

Effective Scaling of Blockchain Beyond Consensus Innovations and Moore's Law: Challenges and Opportunities. - Yinqiu Liu; Kai Qian; Kun Wang 005; Lei He 001 (IEEE Syst. J., 2022)

Proactive Caching with DRL in Cloud-Edge Assisted Cyber-Physical-Social Systems. - Yue Hu; Ning Cao 003; Yinqiu Liu; Xiaoming He (DASC/PiCom/CBDCom/CyberSciTech, 2023)

microGEMM: An Effective CNN-Based Inference Acceleration for Edge Computing. - Zheng Liu; Wei Chen; Kai Qian; Haodong Lu 001; Yinqiu Liu; Siguang Chen; Kun Wang 005 (ICC, 2023)

Efficient Implementation of Activation Function on FPGA for Accelerating Neural Networks. - Kai Qian; Yinqiu Liu; Zexu Zhang; Kun Wang 005 (ISCAS, 2023)

Green Resource Allocation with DDPG for Knowledge Learning in Digital Twin-enabled Edges. - Xiaoming He; Yingchi Mao; Yinqiu Liu; Benteng Zhang; Yunzhe Jiang; Yan Hong (VTC Fall, 2023)

Blockchain-Empowered Lifecycle Management for AI-Generated Content (AIGC) Products in Edge Networks. - Yinqiu Liu; Hongyang Du; Dusit Niyato; Jiawen Kang 001; Zehui Xiong; Chunyan Miao; Xuemin Shen; Abbas Jamalipour (CoRR, 2023)

Beyond Deep Reinforcement Learning: A Tutorial on Generative Diffusion Models in Network Optimization. - Hongyang Du; Ruichen Zhang; Yinqiu Liu; Jiacheng Wang 001; Yijing Lin; Zonghang Li; Dusit Niyato; Jiawen Kang 001; Zehui Xiong; Shuguang Cui; Bo Ai 001; Haibo Zhou; et al. (CoRR, 2023)

Fine-Grained Benchmarking and Targeted Optimization: Enabling Green IoT-Oriented Blockchain in the 6G Era. - Kai Qian; Yinqiu Liu; Chaoran Shu; Yanfei Sun; Kun Wang 005 (IEEE Trans. Green Commun. Netw., 2023)

HPCchain: A Consortium Blockchain System Based on CPU-FPGA Hybrid-PUF for Industrial Internet of Things. - Kai Qian; Yinqiu Liu; Xiaoming He; Miao Du; Suofei Zhang; Kun Wang 005 (IEEE Trans. Ind. Informatics, 2023)

Addressee Selection for Multi-Party Conversations in Cyber-Physical-Social Systems. - Xiaoming He; Yunzhe Jiang; Huajun Cui; Yinqiu Liu (CyberSciTech, 2024)

AutoHammer: Breaking the Compilation Wall Between Deep Neural Network and Overlay-based FPGA Accelerator. - Kai Qian; Zheng Liu; Yinqiu Liu; Haodong Lu 001; Zexu Zhang; Ruiqiu Chen; Kun Wang 005 (FPGA, 2024)

UAV-enabled Collaborative Secure Data Transmission via Hybrid-Action Multi-Agent Deep Reinforcement Learning. - Saichao Liu; Geng Sun 001; Siyu Teng; Jiahui Li 002; Chuang Zhang; Jiacheng Wang 001; Hongyang Du; Yinqiu Liu (GLOBECOM, 2024)

Enhancing Deep Reinforcement Learning: A Tutorial on Generative Diffusion Models in Network Optimization. - Hongyang Du; Ruichen Zhang; Yinqiu Liu; Jiacheng Wang 001; Yijing Lin; Zonghang Li; Dusit Niyato; Jiawen Kang 001; Zehui Xiong; Shuguang Cui; Bo Ai 001; Haibo Zhou; et al. (IEEE Commun. Surv. Tutorials, 2024)

Defining Problem from Solutions: Inverse Reinforcement Learning (IRL) and Its Applications for Next-Generation Networking. - Yinqiu Liu; Ruichen Zhang; Hongyang Du; Dusit Niyato; Jiawen Kang 001; Zehui Xiong; Dong In Kim (CoRR, 2024)

Interactive Generative AI Agents for Satellite Networks through a Mixture of Experts Transmission. - Ruichen Zhang; Hongyang Du; Yinqiu Liu; Dusit Niyato; Jiawen Kang 001; Zehui Xiong; Abbas Jamalipour; Dong In Kim (CoRR, 2024)

ICST-DNET: An Interpretable Causal Spatio-Temporal Diffusion Network for Traffic Speed Prediction. - Yi Rong; Yingchi Mao; Yinqiu Liu; Ling Chen; Xiaoming He; Dusit Niyato (CoRR, 2024)

Empowering Wireless Networks with Artificial Intelligence Generated Graph. - Jiacheng Wang 001; Yinqiu Liu; Hongyang Du; Dusit Niyato; Jiawen Kang 001; Haibo Zhou; Dong In Kim (CoRR, 2024)

Hierarchical Micro-Segmentations for Zero-Trust Services via Large Language Model (LLM)-enhanced Graph Diffusion. - Yinqiu Liu; Guangyuan Liu; Hongyang Du; Dusit Niyato; Jiawen Kang 001; Zehui Xiong; Dong In Kim; Xuemin Shen (CoRR, 2024)

Hallucination-aware Optimization for Large Language Model-empowered Communications. - Yinqiu Liu; Guangyuan Liu; Ruichen Zhang; Dusit Niyato; Zehui Xiong; Dong In Kim; Kaibin Huang; Hongyang Du (CoRR, 2024)

When Graph Meets Retrieval Augmented Generation for Wireless Networks: A Tutorial and Case Study. - Yang Xiong; Ruichen Zhang; Yinqiu Liu; Dusit Niyato; Zehui Xiong; Ying-Chang Liang; Shiwen Mao (CoRR, 2024)

Channel assignment and power allocation for throughput improvement with PPO in B5G heterogeneous edge networks. - Xiaoming He; Yingchi Mao; Yinqiu Liu; Ping Ping; Yan Hong; Han Hu (Digit. Commun. Networks, 2024)

Multi-dimensional resource management with deep deterministic policy gradient for digital twin-enabled Industrial Internet of Things in 6 generation. - Yue Hu; Ning Cao 003; Hao Lu 013; Yunzhe Jiang; Yinqiu Liu; Xiaoming He (Trans. Emerg. Telecommun. Technol., 2024)

Blockchain-Empowered Lifecycle Management for AI-Generated Content Products in Edge Networks. - Yinqiu Liu; Hongyang Du; Dusit Niyato; Jiawen Kang 001; Zehui Xiong; Chunyan Miao; Xuemin Shen; Abbas Jamalipour (IEEE Wirel. Commun., 2024)

Multi-graph representation spatio-temporal attention networks for traffic forecasting in the cinematic metaverse. - Ke Li; Xiaoming He; Yinqiu Liu; Meng Chen 014 (Trans. Emerg. Telecommun. Technol., 2024)

Deep Generative Model and Its Applications in Efficient Wireless Network Management: A Tutorial and Case Study. - Yinqiu Liu; Hongyang Du; Dusit Niyato; Jiawen Kang 001; Zehui Xiong; Dong In Kim; Abbas Jamalipour (IEEE Wirel. Commun., 2024)

Optimizing Mobile-Edge AI-Generated Everything (AIGX) Services by Prompt Engineering: Fundamental, Framework, and Case Study. - Yinqiu Liu; Hongyang Du; Dusit Niyato; Jiawen Kang 001; Shuguang Cui; Xuemin Shen; Ping Zhang 003 (IEEE Netw., 2024)

Green Computation Offloading With DRL in Multi-Access Edge Computing. - Changkui Yin; Yingchi Mao; Meng Chen 014; Yi Rong; Yinqiu Liu; Xiaoming He (Trans. Emerg. Telecommun. Technol., 2024)

Interactive AI With Retrieval-Augmented Generation for Next Generation Networking. - Ruichen Zhang; Hongyang Du; Yinqiu Liu; Dusit Niyato; Jiawen Kang 001; Sumei Sun; Xuemin Shen; H. Vincent Poor (IEEE Netw., 2024)

Generative AI Agents With Large Language Model for Satellite Networks via a Mixture of Experts Transmission. - Ruichen Zhang; Hongyang Du; Yinqiu Liu; Dusit Niyato; Jiawen Kang 001; Zehui Xiong; Abbas Jamalipour; Dong In Kim (IEEE J. Sel. Areas Commun., 2024)

ProSecutor: Protecting Mobile AIGC Services on Two-Layer Blockchain via Reputation and Contract Theoretic Approaches. - Yinqiu Liu; Hongyang Du; Dusit Niyato; Jiawen Kang 001; Zehui Xiong; Abbas Jamalipour; Xuemin Shen (IEEE Trans. Mob. Comput., 2024)

Cross-Modal Generative Semantic Communications for Mobile AIGC: Joint Semantic Encoding and Prompt Engineering. - Yinqiu Liu; Hongyang Du; Dusit Niyato; Jiawen Kang 001; Zehui Xiong; Shiwen Mao; Ping Zhang 003; Xuemin Shen (IEEE Trans. Mob. Comput., 2024)

End-to-end Compilation is All FPGAs Need: A Unified Overlay-based FPGA Compiler for Deep Learning. - Kai Qian; Haodong Lu 001; Yinqiu Liu; Zexu Zhang; Kun Wang 005 (ASP-DAC, 2025)

Justitia: An Incentive Mechanism Towards the Fairness of Cross-Shard Transactions. - Jian Zheng; Huawei Huang; Yinqiu Liu; Taotao Li; Hong-Ning Dai; Zibin Zheng (INFOCOM, 2025)

Generative AI Based Data Augmentation for Integrated Sensing and Communications Networks. - Jiacheng Wang 001; Changyuan Zhao; Ruichen Zhang; Yinqiu Liu; Geng Sun 001; Nan Ma; Dusit Niyato (IWCMC, 2025)

Generative AI Based Secure Wireless Sensing for ISAC Networks. - Jiacheng Wang 001; Hongyang Du; Yinqiu Liu; Geng Sun 001; Dusit Niyato; Shiwen Mao; Dong In Kim; Xuemin Shen (IEEE Trans. Inf. Forensics Secur., 2025)

Adaptive Contextual Caching for Mobile Edge Large Language Model Service. - Guangyuan Liu; Yinqiu Liu; Jiacheng Wang 001; Hongyang Du; Dusit Niyato; Jiawen Kang 001; Zehui Xiong (CoRR, 2025)

RDP-FedGAN: A Rényi-Differential Privacy Empowered Federated Learning GAN in Smart Parking. - Miao Du; Peng Yang 014; Yinqiu Liu; Wen Tian; Zehui Xiong; Zhu Han 001 (IEEE Trans. Veh. Technol., 2025)

Optimizing AIGC Services by Prompt Engineering and Edge Computing: A Generative Diffusion Model-Based Contract Theory Approach. - Dongdong Ye; Shuting Cai; Hongyang Du; Jiawen Kang 001; Yinqiu Liu; Rong Yu 001; Dusit Niyato (IEEE Trans. Veh. Technol., 2025)

Intelligent Mobile AI-Generated Content Services via Interactive Prompt Engineering and Dynamic Service Provisioning. - Yinqiu Liu; Ruichen Zhang; Jiacheng Wang 001; Dusit Niyato; Xianbin Wang 001; Dong In Kim; Hongyang Du (CoRR, 2025)

Toward Agentic AI: Generative Information Retrieval Inspired Intelligent Communications and Networking. - Ruichen Zhang; Shunpu Tang; Yinqiu Liu; Dusit Niyato; Zehui Xiong; Sumei Sun; Shiwen Mao; Zhu Han 001 (CoRR, 2025)

Generative AI-Enabled Blockchain Networks: Fundamentals, Applications, and Case Study. - Cong Thanh Nguyen 001; Yinqiu Liu; Hongyang Du; Dinh Thai Hoang; Dusit Niyato; Diep N. Nguyen; Shiwen Mao (IEEE Netw., 2025)

Covert Prompt Transmission for Secure Large Language Model Services. - Ruichen Zhang; Yinqiu Liu; Shunpu Tang; Jiacheng Wang 001; Dusit Niyato; Geng Sun 001; Yonghui Li 001; Sumei Sun (CoRR, 2025)

A Trustworthy Multi-LLM Network: Challenges,Solutions, and A Use Case. - Haoxiang Luo; Gang Sun 001; Yinqiu Liu; Dusit Niyato; Hongfang Yu; Mohammed Atiquzzaman; Schahram Dustdar (CoRR, 2025)

A Weighted Byzantine Fault Tolerance Consensus Driven Trusted Multiple Large Language Models Network. - Haoxiang Luo; Gang Sun 001; Yinqiu Liu; Dongcheng Zhao; Dusit Niyato; Hongfang Yu; Schahram Dustdar (CoRR, 2025)

LLM-guided DRL for Multi-tier LEO Satellite Networks with Hybrid FSO/RF Links. - Jiahui Li 002; Geng Sun 001; Zemin Sun; Jiacheng Wang 001; Yinqiu Liu; Ruichen Zhang; Dusit Niyato; Shiwen Mao (CoRR, 2025)

LAMeTA: Intent-Aware Agentic Network Optimization via a Large AI Model-Empowered Two-Stage Approach. - Yinqiu Liu; Guangyuan Liu; Jiacheng Wang 001; Ruichen Zhang; Dusit Niyato; Geng Sun 001; Zehui Xiong; Zhu Han 001 (CoRR, 2025)

Context-Aware Semantic Communication for the Wireless Networks. - Guangyuan Liu; Yinqiu Liu; Jiacheng Wang 001; Hongyang Du; Dusit Niyato; Jiawen Kang 001; Zehui Xiong; Abbas Jamalipour (CoRR, 2025)

Wireless Agentic AI with Retrieval-Augmented Multimodal Semantic Perception. - Guangyuan Liu; Yinqiu Liu; Ruichen Zhang; Hongyang Du; Dusit Niyato; Zehui Xiong; Sumei Sun; Abbas Jamalipour (CoRR, 2025)

Traffic Prediction Using Lightweight Large Model in AAV-Assisted Mobile Computing for Time-Critical Consumer Electronics. - Yunzhe Jiang; Yinqiu Liu; Huajun Cui; Jinghuan Liu; Yingchi Mao; Xiaoming He (IEEE Trans. Consumer Electron., 2025)

Contract-Based Incentive Mechanisms for UAV Networks in Covert Communications. - Wen Tian; Hao Fan; Guangjie Liu 001; Miao Du; Yinqiu Liu; Dusit Niyato; Zhu Han 001 (IEEE Trans. Veh. Technol., 2025)

HYShield: A Multi-Layered Security Framework for Air-Space-Ground-Maritime Networks in 6G Scenarios. - Miao Du; Peng Yang 014; Yinqiu Liu; Zehui Xiong; Dusit Niyato; Biplab Sikdar 001 (IEEE Commun. Mag., 2025)

Toward Edge General Intelligence with Multiple-Large Language Model (Multi-LLM): Architecture, Trust, and Orchestration. - Haoxiang Luo; Yinqiu Liu; Ruichen Zhang; Jiacheng Wang 001; Gang Sun 001; Dusit Niyato; Hongfang Yu; Zehui Xiong; Xianbin Wang 001; Xuemin Shen (CoRR, 2025)

Transforming 6G Mobile Edge Intelligence With Large Models. - Xiaoming He; Yunzhe Jiang; Yinqiu Liu; Huajun Cui; Heng Pan; Yingchi Mao (IEEE Netw., 2025)

ICST-DNET: An Interpretable Causal Spatio-Temporal Diffusion Network for Traffic Speed Prediction. - Yi Rong; Yingchi Mao; Yinqiu Liu; Ling Chen; Xiaoming He; Guojian Zou; Shahid Mumtaz; Dusit Niyato (IEEE Trans. Intell. Transp. Syst., 2025)

Topology Generation of UAV Covert Communication Networks: A Graph Diffusion Approach with Incentive Mechanism. - Xin Tang; Qian Chen; Fengshun Li; Youchun Gong; Yinqiu Liu; Wen Tian; Shaowen Qin; Xiaohuan Li (CoRR, 2025)

Edge General Intelligence Through World Models and Agentic AI: Fundamentals, Solutions, and Challenges. - Changyuan Zhao; Guangyuan Liu; Ruichen Zhang; Yinqiu Liu; Jiacheng Wang 001; Jiawen Kang 001; Dusit Niyato; Zan Li 001; Xuemin Shen; Zhu Han 001; Sumei Sun; Chau Yuen; et al. (CoRR, 2025)

Way to Build Native AI-driven 6G Air Interface: Principles, Roadmap, and Outlook. - Ping Zhang 003; Kai Niu 001; Yiming Liu 002; Zijian Liang; Nan Ma; Xiaodong Xu 001; Wenjun Xu 001; Mengying Sun; Yinqiu Liu; Xiaoyun Wang; Ruichen Zhang (CoRR, 2025)