Zhong Liu

发表

Finding spin glass ground states through deep reinforcement learning

Yang-Yu Liu, Yizhou Sun, Z. Nussinov, 2021, 2109.14411.

Spatial clustering with Density-Ordered tree

Xin Lu, Jincai Huang, Zhong Liu, 2016 .

Synthetic aperture radar image compression using tree-structured edge-directed orthogonal wavelet packet transform

Jincai Huang, Zhong Liu, Guangquan Cheng, 2012 .

A Novel Ensemble Method for Imbalanced Data Learning: Bagging of Extrapolation-SMOTE SVM

Zhong Liu, Jincai Huang, Qi Wang, 2017, Comput. Intell. Neurosci..

Image quality assessment using natural image statistics in gradient domain

Guangquan Cheng, Jincai Huang, Zhong Liu, 2011 .

Analysis of heterogeneous dengue transmission in Guangdong in 2014 with multivariate time series model

Xin Lu, Jincai Huang, Zhong Liu, 2016, Scientific Reports.

Topology Reconstruction for Target Operation Network (TON): A Link Prediction Perspective

Zhong Liu, Chao Chen, Changjun Fan, 2016, INC.

The modeling and Evolvement Analysis Method of operation system of systems based on extension space

Jincai Huang, Zhong Liu, Qing Cheng, 2010, 2010 IEEE International Conference on Intelligent Computing and Intelligent Systems.

Key potential-oriented criticality analysis for complex military organization based on FINC-E model

Jincai Huang, Zhong Liu, Guoli Yang, 2013, Computational and Mathematical Organization Theory.

Community detection in hypernetwork via Density-Ordered Tree partition

Jincai Huang, Qing Cheng, Guangquan Cheng, 2016, Appl. Math. Comput..

Discovering Mesoscopic-level Structural Patterns on Social Networks: A Node-similarity Perspective

Zhong Liu, Guangquan Cheng, Qing Cheng, 2015 .

On the improvement of reinforcement active learning with the involvement of cross entropy to address one-shot learning problem

Yanghe Feng, Jincai Huang, Qi Wang, 2019, PloS one.

Efficient hierarchical policy network with fuzzy rules

Jincai Huang, Honglan Huang, Zhong Liu, 2021, International Journal of Machine Learning and Cybernetics.

Hierarchical Clustering Based on Hyper-edge Similarity for Community Detection

Zhong Liu, Yanjun Liu, Cheng Zhu, 2012, 2012 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology.

Mining research trends with anomaly detection models: the case of social computing research

Xin Lu, Jincai Huang, Zhong Liu, 2015, Scientometrics.

Compressed sensing based missing nodes prediction in temporal communication network

Zhong Liu, Yang Ma, Guangquan Cheng, 2018 .

Learning to Identify High Betweenness Centrality Nodes from Scratch: A Novel Graph Neural Network Approach

Yizhou Sun, Changjun Fan, Zhong Liu, 2019, CIKM.

Revisiting the power of reinsertion for optimal targets of network attack

Jincai Huang, Changjun Fan, Zhong Liu, 2020, Journal of Cloud Computing.

A novel learning-based approach for efficient dismantling of networks

Zhong Liu, Yanghe Feng, Jincai Huang, 2020, Int. J. Mach. Learn. Cybern..

A novel learning-based approach for efficient dismantling of networks

Jincai Huang, Changjun Fan, Zhong Liu, 2020, International Journal of Machine Learning and Cybernetics.

An efficient link prediction index for complex military organization

Changjun Fan, Qing Chen, Xin Lu, 2017 .

Evaluation method of effect from network attack considering node multi-property feature

Zhong Liu, Jincai Huang, Qing Cheng, 2011, 2011 International Conference on Mechatronic Science, Electric Engineering and Computer (MEC).

Graph-Attention-Based Casual Discovery With Trust Region-Navigated Clipping Policy Optimization

Jincai Huang, Zhong Liu, Guangquan Cheng, 2021, IEEE Transactions on Cybernetics.

Active one-shot learning by a deep Q-network strategy

Zhong Liu, Yanghe Feng, Jincai Huang, 2020, Neurocomputing.

Graph autoencoder for directed weighted network

Zhong Liu, Guangquan Cheng, Yanghe Feng, 2021, Soft Computing.

Meta-path-based heterogeneous graph neural networks in academic network

Changjun Fan, Zhong Liu, Guangquan Cheng, 2021, International Journal of Machine Learning and Cybernetics.

Analysis of heterogeneous dengue transmission in Guangdong in 2014 with multivariate time series model

Xin Lu, Jincai Huang, Zhong Liu, 2016, Scientific Reports.

An unsupervised ensemble framework for node anomaly behavior detection in social network

Zhong Liu, Yun Zhou, Qing Cheng, 2020, Soft Comput..

On the Application of Energy Inspired Model to Label Denoising

Zhong Liu, Wei Shi, Qi Wang, 2018, 2018 4th International Conference on Big Data and Information Analytics (BigDIA).

A Novel Federated Reinforcement Learning Algorithm with Historical Model Update Momentum

Zhong Liu, Guangquan Cheng, Yanghe Feng, 2023, 2023 2nd International Conference on Machine Learning, Cloud Computing and Intelligent Mining (MLCCIM).

PMDRL: Pareto-front-based multi-objective deep reinforcement learning

Zhong Liu, Guangquan Cheng, Yanghe Feng, 2022, Journal of Ambient Intelligence and Humanized Computing.

PTR-PPO: Proximal Policy Optimization with Prioritized Trajectory Replay pdf

Yang Ma, Zhong Liu, Xingxing Liang, 2021, ArXiv.

Critical Events Based Resource Layer Structure Dynamic Adaptive Optimization Method

Zhong Liu, Yanghe Feng, Jincai Huang, 2019, IEEE Access.

Active Client Selection for Clustered Federated Learning

Zhong Liu, Chaoyue Niu, Guangquan Cheng, 2023, IEEE Transactions on Neural Networks and Learning Systems.