Guisong Liu

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 76

Top Topics

Reinforcement Learning

Spiking Neural Networks

Texture Classification

Top Venues

KSII Trans. Internet Inf. Syst.

Knowl. Based Syst.

Publications

Guolin Sun, Gordon Owusu Boateng, Kai Liu, Daniel Ayepah-Mensah, Guisong Liu
Dynamic Pricing for Vehicle Dispatching in Mobility-as-a-Service Market via Multi-Agent Deep Reinforcement Learning. IEEE Trans. Veh. Technol. 73 (8) (2024)
Daniel Ayepah-Mensah, Guolin Sun, Gordon Owusu Boateng, Stephen Anokye, Guisong Liu
Blockchain-Enabled Federated Learning-Based Resource Allocation and Trading for Network Slicing in 5G. IEEE/ACM Trans. Netw. 32 (1) (2024)
Qiugang Zhan, Jinbo Cao, Xiurui Xie, Malu Zhang, Huajin Tang, Guisong Liu
SFedCA: Credit Assignment-Based Active Client Selection Strategy for Spiking Federated Learning. CoRR (2024)
Qiugang Zhan, Bingchao Wang, Anning Jiang, Xiurui Xie, Malu Zhang, Guisong Liu
A two-stage spiking meta-learning method for few-shot classification. Knowl. Based Syst. 284 (2024)
Li Huang, Pei Li, Qiang Gao, Guisong Liu, Zhipeng Luo, Tianrui Li
Diffusion probabilistic model for bike-sharing demand recovery with factual knowledge fusion. Neural Networks 179 (2024)
Guolin Sun, Gordon Owusu Boateng, Liyuan Luo, Huan Chen, Daniel Ayepah-Mensah, Guisong Liu
Competitive Pricing for Resource Trading in Sliced Mobile Networks: A Multi-Agent Reinforcement Learning Approach. IEEE Trans. Mob. Comput. 23 (5) (2024)
Xiurui Xie, Jingxuan Feng, Guisong Liu, Qiugang Zhan, Zhetong Liu, Malu Zhang
Federated learning for spiking neural networks by hint-layer knowledge distillation. Appl. Soft Comput. 163 (2024)
Qiugang Zhan, Guisong Liu, Xiurui Xie, Ran Tao, Malu Zhang, Huajin Tang
Spiking Transfer Learning From RGB Image to Neuromorphic Event Stream. IEEE Trans. Image Process. 33 (2024)
Hailin Wang, Dan Zhang, Guisong Liu, Li Huang, Ke Qin
Enhancing relation extraction using multi-task learning with SDP evidence. Inf. Sci. 670 (2024)
Qiang Gao, Fan Zhou, Xin Yang, Guisong Liu
When Friendship Meets Sequential Human Check-ins: Inferring Social Circles with Variational Mobility. Neurocomputing 518 (2023)
Gerald Tietaa Maale, Guolin Sun, Noble Arden Elorm Kuadey, Thomas Kwantwi, Ruijie Ou, Guisong Liu
DeepFESL: Deep Federated Echo State Learning-Based Proactive Content Caching in UAV-Assisted Networks. IEEE Trans. Veh. Technol. 72 (9) (2023)
Xiurui Xie, Maojun Tian, Guangchun Luo, Guisong Liu, Yizhe Wu, Ke Qin
Active learning in multi-label image classification with graph convolutional network embedding. Future Gener. Comput. Syst. 148 (2023)
Ruijie Ou, Guolin Sun, Daniel Ayepah-Mensah, Gordon Owusu Boateng, Guisong Liu
Two-Tier Resource Allocation for Multitenant Network Slicing: A Federated Deep Reinforcement Learning Approach. IEEE Internet Things J. 10 (22) (2023)
Ruijie Ou, Gordon Owusu Boateng, Daniel Ayepah-Mensah, Guolin Sun, Guisong Liu
Stackelberg game-based dynamic resource trading for network slicing in 5G networks. J. Netw. Comput. Appl. 214 (2023)
Thomas Kwantwi, Guolin Sun, Noble Arden Elorm Kuadey, Gerald Tietaa Maale, Guisong Liu
Blockchain-Based Computing Resource Trading in Autonomous Multi-Access Edge Network Slicing: A Dueling Double Deep Q-Learning Approach. IEEE Trans. Netw. Serv. Manag. 20 (3) (2023)
Yihui Liang, Hongshan Gou, Fujian Feng, Guisong Liu, Han Huang
Natural image matting based on surrogate model. Appl. Soft Comput. 143 (2023)
Qiugang Zhan, Xiurui Xie, Guisong Liu, Malu Zhang
ESVAE: An Efficient Spiking Variational Autoencoder with Reparameterizable Poisson Spiking Sampling. CoRR (2023)
Qiang Gao, Hongzhu Fu, Yutao Wei, Li Huang, Xingmin Liu, Guisong Liu
Spatial-Temporal Diffusion Probabilistic Learning for Crime Prediction. KSEM (2) (2023)
Gordon Owusu Boateng, Guisong Liu
Cooperative Resource Trading for Network Slicing in Industrial IoT: A Multi-Agent DRL Approach. CoRR (2023)
Guolin Sun, Daniel Ayepah-Mensah, Gordon Owusu Boateng, Noble Arden Elorm Kuadey, Mohamed Basher Omer, Guisong Liu
Holistic Roadmap of Trends in Radio Access Network Slicing: A Survey. IEEE Commun. Mag. 61 (12) (2023)
Sebakara Samuel Rene Adolphe, Guolin Sun, Gordon Owusu Boateng, Bruce Mareri, Ruijie Ou, Guisong Liu
SNAF: DRL-Based Interdependent E2E Resource Slicing Scheme for a Virtualized Network. IEEE Trans. Veh. Technol. 72 (7) (2023)
Guisong Liu, Wenjie Deng, Xiurui Xie, Li Huang, Huajin Tang
Human-Level Control Through Directly Trained Deep Spiking Q-Networks. IEEE Trans. Cybern. 53 (11) (2023)
Li Huang, Kai Liu, Chaoran Liu, Qiang Gao, Xiao Zhou, Guisong Liu
HBay: Predicting Human Mobility via Hyperspherical Bayesian Learning. KSEM (2) (2023)
Li Huang, Hongmei Wu, Qiang Gao, Guisong Liu
Attention Localness in Shared Encoder-Decoder Model For Text Summarization. ICASSP (2023)
Gordon Owusu Boateng, Guolin Sun, Daniel Ayepah-Mensah, Daniel Mawunyo Doe, Ruijie Ou, Guisong Liu
Consortium Blockchain-Based Spectrum Trading for Network Slicing in 5G RAN: A Multi-Agent Deep Reinforcement Learning Approach. IEEE Trans. Mob. Comput. 22 (10) (2023)
Qiugang Zhan, Guisong Liu, Xiurui Xie, Malu Zhang, Guolin Sun
Bio-inspired Active Learning method in spiking neural network. Knowl. Based Syst. 261 (2023)
Qiugang Zhan, Guisong Liu, Xiurui Xie, Guolin Sun, Huajin Tang
Effective Transfer Learning Algorithm in Spiking Neural Networks. IEEE Trans. Cybern. 52 (12) (2022)
Guolin Sun, Kai Liu, Gordon Owusu Boateng, Guisong Liu, Wei Jiang
Intelligent Cruise Guidance and Vehicle Resource Management With Deep Reinforcement Learning. IEEE Internet Things J. 9 (5) (2022)
Eldad Antwi-Bekoe, Guisong Liu, Jean-Paul Ainam, Guolin Sun, Xiurui Xie
A deep learning approach for insulator instance segmentation and defect detection. Neural Comput. Appl. 34 (9) (2022)
Shuai Dong, Chen Chen, Yihui Liang, Kun Zou, Guisong Liu
Defect detection of photovoltaic glass based on level set map. Neural Comput. Appl. 34 (13) (2022)
Minghui Zhang, Lizong Zhang, Yiying Liu, Xiujian Zhang, Guisong Liu
Zero-shot Hand-held Objects Recognition Based on Global Feature Relationships: Zero-shot Hand-held Objects Recognition Based on Global Feature Relationships. ICIIP (2022)
Xiurui Xie, Qing Cai, Hongjie Zhang, Malu Zhang, Zeheng Yang, Guisong Liu
When to transfer: a dynamic domain adaptation method for effective knowledge transfer. Int. J. Mach. Learn. Cybern. 13 (11) (2022)
Bruce Mareri, Gordon Owusu Boateng, Ruijie Ou, Guolin Sun, Yu Pang, Guisong Liu
MANTA: Multi-Lane Capsule Network Assisted Traffic Classification for 5G Network Slicing. IEEE Wirel. Commun. Lett. 11 (9) (2022)
Guisong Liu, Wenjie Deng, Xiurui Xie, Li Huang, Huajin Tang
Human-Level Control through Directly-Trained Deep Spiking Q-Networks. CoRR (2022)
Lizong Zhang, Yutao Jiang, Bei Hui, Zhe Liu, Guisong Liu
An Enhanced Representation Method for Pedestrian Trajectory Prediction based on Adaptive GCN. IPCCC (2022)
Guolin Sun, Daniel Ayepah-Mensah, Rong Xu, Victor Kwaku Agbesi, Guisong Liu, Wei Jiang
Transfer Learning for Autonomous Cell Activation Based on Relational Reinforcement Learning With Adaptive Reward. IEEE Syst. J. 16 (1) (2022)
Hayla Nahom Abishu, Abegaz Mohammed Seid, Yasin Habtamu Yacob, Tewodros Ayall, Guolin Sun, Guisong Liu
Consensus Mechanism for Blockchain-Enabled Vehicle-to-Vehicle Energy Trading in the Internet of Electric Vehicles. IEEE Trans. Veh. Technol. 71 (1) (2022)
Gordon Owusu Boateng, Daniel Ayepah-Mensah, Daniel Mawunyo Doe, Abegaz Mohammed Seid, Guolin Sun, Guisong Liu
Blockchain-Enabled Resource Trading and Deep Reinforcement Learning-Based Autonomous RAN Slicing in 5G. IEEE Trans. Netw. Serv. Manag. 19 (1) (2022)
Noble Arden Elorm Kuadey, Gerald Tietaa Maale, Thomas Kwantwi, Guolin Sun, Guisong Liu
DeepSecure: Detection of Distributed Denial of Service Attacks on 5G Network Slicing - Deep Learning Approach. IEEE Wirel. Commun. Lett. 11 (3) (2022)
Hailin Wang, Ke Qin, Rufai Yusuf Zakari, Guisong Liu, Guoming Lu
Deep Neural Network Based Relation Extraction: An Overview. CoRR (2021)
Abegaz Mohammed Seid, Gordon Owusu Boateng, Stephen Anokye, Thomas Kwantwi, Guolin Sun, Guisong Liu
Collaborative Computation Offloading and Resource Allocation in Multi-UAV-Assisted IoT Networks: A Deep Reinforcement Learning Approach. IEEE Internet Things J. 8 (15) (2021)
Zeheng Yang, Guisong Liu, Xiurui Xie, Qing Cai
Efficient dynamic domain adaptation on deep CNN. Multim. Tools Appl. 79 (45-46) (2020)
Guolin Sun, Tong Zhan, Gordon Owusu Boateng, Daniel Ayepah-Mensah, Guisong Liu, Wei Jiang
Revised reinforcement learning based on anchor graph hashing for autonomous cell activation in cloud-RANs. Future Gener. Comput. Syst. 104 (2020)
Guolin Sun, Kun Xiong, Gordon Owusu Boateng, Guisong Liu, Wei Jiang
Resource slicing and customization in RAN with dueling deep Q-Network. J. Netw. Comput. Appl. 157 (2020)
Zeheng Yang, Xiurui Xie, Qiugang Zhan, Guisong Liu, Qing Cai, Xu Zheng
A neural-network-based framework for cigarette laser code identification. Neural Comput. Appl. 32 (15) (2020)
Jean-Paul Ainam, Ke Qin, Guisong Liu, Guangchun Luo, Brighter Agyemang
Enforcing Affinity Feature Learning through Self-attention for Person Re-identification. ACM Trans. Multim. Comput. Commun. Appl. 16 (1) (2020)
Guolin Sun, Daniel Ayepah-Mensah, Anton Budkevich, Guisong Liu, Wei Jiang
Autonomous cell activation for energy saving in cloud-RANs based on dueling deep Q-network. Knowl. Based Syst. 192 (2020)
Guolin Sun, Gordon Owusu Boateng, Daniel Ayepah-Mensah, Guisong Liu, Wei Jiang
Autonomous Resource Slicing for Virtualized Vehicular Networks With D2D Communications Based on Deep Reinforcement Learning. IEEE Syst. J. 14 (4) (2020)
Zhe Liu, Lizong Zhang, Zhihong Rao, Guisong Liu
Attention-Based Interaction Trajectory Prediction. AIMS (2020)
Xiurui Xie, Guisong Liu, Qing Cai, Guolin Sun, Malu Zhang, Hong Qu
An end-to-end functional spiking model for sequential feature learning. Knowl. Based Syst. 195 (2020)
Hailin Wang, Ke Qin, Guoming Lu, Guangchun Luo, Guisong Liu
Direction-sensitive relation extraction using Bi-SDP attention model. Knowl. Based Syst. 198 (2020)
Guolin Sun, Daniel Ayepah-Mensah, Rong Xu, Gordon Owusu Boateng, Guisong Liu
End-to-end CNN-based dueling deep Q-Network for autonomous cell activation in Cloud-RANs. J. Netw. Comput. Appl. 169 (2020)
Guolin Sun, Hisham Al-Ward, Gordon Owusu Boateng, Guisong Liu
Autonomous Cache Resource Slicing and Content Placement at Virtualized Mobile Edge Network. IEEE Access 7 (2019)
Xiurui Xie, Guisong Liu, Qing Cai, Pengfei Wei, Hong Qu
Multi-source sequential knowledge regression by using transfer RNN units. Neural Networks 119 (2019)
Guolin Sun, Gordon Owusu Boateng, Daniel Ayepah-Mensah, Guisong Liu
Relational Reinforcement Learning Based Autonomous Cell Activation in Cloud-RANs. IEEE Access 7 (2019)
Guolin Sun, Daniel Ayepah-Mensah, Li Lu, Wei Jiang, Guisong Liu
Delay-aware content distribution via cell clustering and content placement for multiple tenants. J. Netw. Comput. Appl. 137 (2019)
Jean-Paul Ainam, Ke Qin, Guisong Liu, Guangchun Luo
Deep Residual Network with Self Attention Improves Person Re-Identification Accuracy. ICMLC (2019)
Guolin Sun, Kun Xiong, Gordon Owusu Boateng, Daniel Ayepah-Mensah, Guisong Liu, Wei Jiang
Autonomous Resource Provisioning and Resource Customization for Mixed Traffics in Virtualized Radio Access Network. IEEE Syst. J. 13 (3) (2019)
Jean-Paul Ainam, Ke Qin, Guisong Liu, Guangchun Luo
View-Invariant and Similarity Learning for Robust Person Re-Identification. IEEE Access 7 (2019)
Kun Xiong, Sebakara Samuel Rene Adolphe, Gordon Owusu Boateng, Guisong Liu, Guolin Sun
Dynamic Resource Provisioning and Resource Customization for Mixed Traffics in Virtualized Radio Access Network. IEEE Access 7 (2019)
Jean-Paul Ainam, Ke Qin, Guisong Liu, Guangchun Luo
Sparse Label Smoothing Regularization for Person Re-Identification. IEEE Access 7 (2019)
Xiurui Xie, Guisong Liu, Qing Cai, Hong Qu, Malu Zhang
The maximum points-based supervised learning rule for spiking neural networks. Soft Comput. 23 (20) (2019)
Luping Ji, Yan Ren, Guisong Liu, Xiaorong Pu
Training-Based Gradient LBP Feature Models for Multiresolution Texture Classification. IEEE Trans. Cybern. 48 (9) (2018)
Jean-Paul Ainam, Ke Qin, Guisong Liu, Guangchun Luo
Sparse Label Smoothing for Semi-supervised Person Re-Identification. CoRR (2018)
Luping Ji, Yan Ren, Xiaorong Pu, Guisong Liu
Median local ternary patterns optimized with rotation-invariant uniform-three mapping for noisy texture classification. Pattern Recognit. 79 (2018)
Jean-Paul Ainam, Ke Qin, Guisong Liu
Self Attention Grid for Person Re-Identification. CoRR (2018)
Xiurui Xie, Hong Qu, Guisong Liu, Malu Zhang
Efficient training of supervised spiking neural networks via the normalized perceptron based learning rule. Neurocomputing 241 (2017)
Guolin Sun, Sebakara Samuel Rene Adolphe, Hangming Zhang, Guisong Liu, Wei Jiang
User Bandwidth Demand Centric Soft-Association Control in Wi-Fi Networks. KSII Trans. Internet Inf. Syst. 11 (2) (2017)
Guolin Sun, Guohui Wang, Prince Clement Addo, Guisong Liu, Wei Jiang
Dynamic Resource Reservation for Ultra-low Latency IoT Air-Interface Slice. KSII Trans. Internet Inf. Syst. 11 (7) (2017)
Guolin Sun, Bruce Mareri, Guisong Liu, Xiufen Fang, Wei Jiang
Big Data Based Dynamic Flow Aggregation over 5G Network Slicing. KSII Trans. Internet Inf. Syst. 11 (10) (2017)
Guolin Sun, Hangming Zhang, Guisong Liu
User Demand Aware Soft-Association Control in Ultra-Dense Small Cell Networks. LCN (2016)
Guolin Sun, Kongmaing Eng, Seng Yin, Guisong Liu, Geyong Min
MARS: Multiple Access Radio Scheduling for a Multi-homed Mobile Device in Soft-RAN. KSII Trans. Internet Inf. Syst. 10 (1) (2016)
Guolin Sun, Dawit Kefyalew, Guisong Liu
Reservation based Resource Management for SDN-based UE Cloud. KSII Trans. Internet Inf. Syst. 10 (12) (2016)
Guolin Sun, Prince Clement Addo, Guohui Wang, Guisong Liu
Energy Efficient Cell Management by Flow Scheduling in Ultra Dense Networks. KSII Trans. Internet Inf. Syst. 10 (9) (2016)
Guolin Sun, Dawit Kefyalew, Guisong Liu
Joint Resource Reservation and Flow Scheduling for Ultra-Low-Latency Transmission. LCN (2016)
Guolin Sun, Guohui Wang, Guisong Liu
Air-Interface Slice Based Dynamic Resource Reservation for Ultra-Low-Latency IoT Transmissions. LCN (2016)
Guisong Liu, Zhao Qiu, Hong Qu, Luping Ji, Alexander Takacs
Computing k shortest paths from a source node to each other node. Soft Comput. 19 (8) (2015)
Guisong Liu, Zhao Qiu, Hong Qu, Luping Ji
Computing k shortest paths using modified pulse-coupled neural network. Neurocomputing 149 (2015)
Luping Ji, Xiaorong Pu, Hong Qu, Guisong Liu
One-dimensional pairwise CNN for the global alignment of two DNA sequences. Neurocomputing 149 (2015)
Xiurui Xie, Hong Qu, Guisong Liu, Lingshuang Liu
Recognizing Human Actions by Using the Evolving Remote Supervised Method of Spiking Neural Networks. ICONIP (1) (2014)
Guolin Sun, Guisong Liu, Yi Wang
SDN architecture for cognitive radio networks. CCS (2014)
Guolin Sun, Feng Liu, Nengfeng Liu, Guisong Liu
Extended monitoring with group localization in software defined hybrid Wi-Fi/zigbee networks: An initial prototype. WPMC (2014)
Guolin Sun, Guisong Liu, Yao Li, Chuan Xiao
Context-Aware Optimization on Medium Access Delay for High-Density 802.11n Wi-Fi Network. CyberC (2013)
Luping Ji, Xiaorong Pu, Guisong Liu
Modified PCNN Filtering for Fingerprint Enhancement. ICNC (2) (2009)
Chengfu Yang, Luping Ji, Guisong Liu
Study to Speech Emotion Recognition Based on TWINsSVM. ICNC (2) (2009)
Xiufen Fang, Guisong Liu, Tingzhu Huang
Boosting the Hierarchical Hyperellipsoidal Neural Gas Networks. ICNC (3) (2008)
Guisong Liu, Zhang Yi, Shangming Yang
A hierarchical intrusion detection model based on the PCA neural networks. Neurocomputing 70 (7-9) (2007)
Guisong Liu, Zhang Yi
Intrusion Detection Using PCASOM Neural Networks. ISNN (2) (2006)