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Yinqiu Liu
ORCID
Publication Activity (10 Years)
Years Active: 2018-2024
Publications (10 Years): 36
Top Topics
Gene Expression
Channel Assignment
Reinforcement Learning
Diffusion Models
Top Venues
CoRR
IEEE Wirel. Commun.
ICC
IEEE Trans. Ind. Informatics
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Publications
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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)