Yinqiu Liu

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 36

Top Topics

Gene Expression

Channel Assignment

Reinforcement Learning

Diffusion Models

Top Venues

IEEE Wirel. Commun.

IEEE Trans. Ind. Informatics

Publications

Kai Qian, Zheng Liu, Yinqiu Liu, Haodong Lu, Zexu Zhang, Ruiqiu Chen, Kun Wang
AutoHammer: Breaking the Compilation Wall Between Deep Neural Network and Overlay-based FPGA Accelerator. FPGA (2024)
Xiaoming He, Yingchi Mao, Yinqiu Liu, Ping Ping, Yan Hong, Han Hu
Channel assignment and power allocation for throughput improvement with PPO in B5G heterogeneous edge networks. Digit. Commun. Networks 10 (1) (2024)
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 (2024)
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) (2024)
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 (2024)
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 (2024)
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) (2024)
Yue Hu, Ning Cao, Hao Lu, Yunzhe Jiang, Yinqiu Liu, Xiaoming He
Multi-dimensional resource management with deep deterministic policy gradient for digital twin-enabled Industrial Internet of Things in 6 generation. Trans. Emerg. Telecommun. Technol. 35 (4) (2024)
Jiacheng Wang, Yinqiu Liu, Hongyang Du, Dusit Niyato, Jiawen Kang, Haibo Zhou, Dong In Kim
Empowering Wireless Networks with Artificial Intelligence Generated Graph. CoRR (2024)
Ke Li, Xiaoming He, Yinqiu Liu, Meng Chen
Multi-graph representation spatio-temporal attention networks for traffic forecasting in the cinematic metaverse. Trans. Emerg. Telecommun. Technol. 35 (7) (2024)
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 (2024)
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 (2024)
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 (2024)
Yi Rong, Yingchi Mao, Yinqiu Liu, Ling Chen, Xiaoming He, Dusit Niyato
ICST-DNET: An Interpretable Causal Spatio-Temporal Diffusion Network for Traffic Speed Prediction. CoRR (2024)
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 (2024)
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 (2023)
Xiaoming He, Yingchi Mao, Yinqiu Liu, Benteng Zhang, Yunzhe Jiang, Yan Hong
Green Resource Allocation with DDPG for Knowledge Learning in Digital Twin-enabled Edges. VTC Fall (2023)
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 (2023)
Kai Qian, Yinqiu Liu, Xiaoming He, Miao Du, Suofei Zhang, Kun Wang
HPCchain: A Consortium Blockchain System Based on CPU-FPGA Hybrid-PUF for Industrial Internet of Things. IEEE Trans. Ind. Informatics 19 (11) (2023)
Yue Hu, Ning Cao, Yinqiu Liu, Xiaoming He
Proactive Caching with DRL in Cloud-Edge Assisted Cyber-Physical-Social Systems. DASC/PiCom/CBDCom/CyberSciTech (2023)
Zheng Liu, Wei Chen, Kai Qian, Haodong Lu, Yinqiu Liu, Siguang Chen, Kun Wang
microGEMM: An Effective CNN-Based Inference Acceleration for Edge Computing. ICC (2023)
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 (2023)
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 (2023)
Kai Qian, Yinqiu Liu, Chaoran Shu, Yanfei Sun, Kun Wang
Fine-Grained Benchmarking and Targeted Optimization: Enabling Green IoT-Oriented Blockchain in the 6G Era. IEEE Trans. Green Commun. Netw. 7 (2) (2023)
Kai Qian, Yinqiu Liu, Zexu Zhang, Kun Wang
Efficient Implementation of Activation Function on FPGA for Accelerating Neural Networks. ISCAS (2023)
Yinqiu Liu, Kai Qian, Kun Wang, Lei He
BCmaster: A Compatible Framework for Comprehensively Analyzing and Monitoring Blockchain Systems in IoT. IEEE Internet Things J. 9 (22) (2022)
Yinqiu Liu, Kai Qian, Kun Wang, Lei He
Effective Scaling of Blockchain Beyond Consensus Innovations and Moore's Law: Challenges and Opportunities. IEEE Syst. J. 16 (1) (2022)
Kai Qian, Yinqiu Liu, Yamin Han, Kun Wang
BCadvisor: Enabling Green Blockchain Systems Through Resource-Oriented Benchmarking. ICC (2022)
Kai Qian, Yinqiu Liu, Yamin Han, Kun Wang
Performance Benchmarking and Optimization for IIoT-oriented Blockchain. SpaCCS Workshops (2020)
Yan Cui, Rui Zhang, Huacheng Gao, Yuanyuan Lu, Yinqiu Liu, Guangwei Gao
A novel biclustering of gene expression data based on hybrid BAFS-BSA algorithm. Multim. Tools Appl. 79 (21-22) (2020)
Jing Bai, Qisen Zhu, Yinqiu Liu, Yihang Zhou, Tianlei Shi, Zhiguo Gui, Yu Shang
PV-MBLL algorithm for extraction of absolute tissue oxygenation information by diffuse optical spectroscopy. Comput. Methods Programs Biomed. 193 (2020)
Yinqiu Liu, Kai Qian, Jinlong Yu, Kun Wang, Lei He
Effective scaling of blockchain beyond consensus innovations and Moore's law. CoRR (2020)
Yinqiu Liu, Kun Wang, Kai Qian, Miao Du, Song Guo
Tornado: Enabling Blockchain in Heterogeneous Internet of Things Through a Space-Structured Approach. IEEE Internet Things J. 7 (2) (2020)
Miao Du, Kun Wang, Yinqiu Liu, Kai Qian, Yanfei Sun, Wenyao Xu, Song Guo
Spacechain: A Three-Dimensional Blockchain Architecture for IoT Security. IEEE Wirel. Commun. 27 (3) (2020)
Yinqiu Liu, Kun Wang, Yun Lin, Wenyao Xu
: A Lightweight Blockchain System for Industrial Internet of Things. IEEE Trans. Ind. Informatics 15 (6) (2019)
Rui Zhang, Huacheng Gao, Yinqiu Liu, Yuanyuan Lu, Yan Cui
Biclustering of Gene Expression Data Based on Binary Artificial Fish Swarm Algorithm. CCIS (2018)