Guanghua Song

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 23

Top Topics

Reinforcement Learning

Recurrent Networks

Partially Observable

Top Venues

Frontiers Inf. Technol. Electron. Eng.

Concurr. Comput. Pract. Exp.

Publications

Yining Chen, Ke Wang, Guanghua Song, Xiaohong Jiang
Entropy Enhanced Multiagent Coordination Based on Hierarchical Graph Learning for Continuous Action Space. IEEE Trans. Cogn. Dev. Syst. 16 (3) (2024)
Chengjie Dai, Qiang Chen, Jingchao Xu, Hanshen Gong, Guanghua Song, Bowei Yang
Image Resizing for Object Detection: A Learnable Downsampler-Upsampler Pair with Differentiable Image Entropy Estimation. Int. J. Pattern Recognit. Artif. Intell. 37 (8) (2023)
Yuxuan Jin, Yixiang Ren, Tiantian Song, Zhiling Jiang, Guanghua Song
On-board Monocular Vision-based Ground Target Recognition and Localization System for a Flapping-wing Aerial Vehicle. CNIOT (2023)
Yu Nie, Na Huang, Junjie Peng, Guanghua Song, Yilai Zhang, Yongkang Peng, Chenglin Ni
Research on the Construction and Application of Knowledge Graph in the Ceramic Field Based on Natural Language Processing. Int. J. Semantic Web Inf. Syst. 19 (1) (2023)
Yixiang Ren, Zhenhui Ye, Yining Chen, Xiaohong Jiang, Guanghua Song
Erratum to: Soft-HGRNs: soft hierarchical graph recurrent networks for multi-agent partially observable environments. Frontiers Inf. Technol. Electron. Eng. 24 (3) (2023)
Yixiang Ren, Zhenhui Ye, Yining Chen, Xiaohong Jiang, Guanghua Song
Soft-HGRNs: soft hierarchical graph recurrent networks for multi-agent partially observable environments. Frontiers Inf. Technol. Electron. Eng. 24 (1) (2023)
Zhenhui Ye, Ke Wang, Yining Chen, Xiaohong Jiang, Guanghua Song
Multi-UAV Navigation for Partially Observable Communication Coverage by Graph Reinforcement Learning. IEEE Trans. Mob. Comput. 22 (7) (2023)
Yang Yang, Guanghua Song, Hui Liu
Joint User Detection and Channel Estimation in Grant-Free Random Access for Massive MIMO Systems. J. Electr. Comput. Eng. 2023 (2023)
Zhiling Jiang, Yining Chen, Ke Wang, Bowei Yang, Guanghua Song
A Graph-Based PPO Approach in Multi-UAV Navigation for Communication Coverage. Int. J. Comput. Commun. Control 18 (6) (2023)
Yang Yang, Guanghua Song
Enhancing Privacy Preservation in Verifiable Computation through Random Permutation Masking to Prevent Leakage. Inf. 14 (11) (2023)
Lefeng Zhang, Guanghua Song, Danyang Zhu, Wei Ren, Ping Xiong
Location privacy preservation through kernel transformation. Concurr. Comput. Pract. Exp. 34 (16) (2022)
Zhenhui Ye, Yining Chen, Xiaohong Jiang, Guanghua Song, Bowei Yang, Sheng Fan
Improving sample efficiency in Multi-Agent Actor-Critic methods. Appl. Intell. 52 (4) (2022)
Yining Chen, Guanghua Song, Zhenhui Ye, Xiaohong Jiang
Scalable and Transferable Reinforcement Learning for Multi-Agent Mixed Cooperative-Competitive Environments Based on Hierarchical Graph Attention. Entropy 24 (4) (2022)
Yining Chen, Ke Wang, Guanghua Song, Xiaohong Jiang
Entropy Enhanced Multi-Agent Coordination Based on Hierarchical Graph Learning for Continuous Action Space. CoRR (2022)
Yixiang Ren, Zhenhui Ye, Guanghua Song, Xiaohong Jiang
Space-Air-Ground Integrated Mobile Crowdsensing for Partially Observable Data Collection by Multi-Scale Convolutional Graph Reinforcement Learning. Entropy 24 (5) (2022)
Zhenhui Ye, Xiaohong Jiang, Guanghua Song, Bowei Yang
Soft Hierarchical Graph Recurrent Networks for Many-Agent Partially Observable Environments. CoRR (2021)
Wei Li, Bowei Yang, Guanghua Song, Xiaohong Jiang
Dynamic value iteration networks for the planning of rapidly changing UAV swarms. Frontiers Inf. Technol. Electron. Eng. 22 (5) (2021)
Yining Chen, Niqi Lyu, Guanghua Song, Bowei Yang, Xiao-hong Jiang
A traffic-aware Q-network enhanced routing protocol based on GPSR for unmanned aerial vehicle ad-hoc networks. Frontiers Inf. Technol. Electron. Eng. 21 (9) (2020)
Zhenhui Ye, Yining Chen, Guanghua Song, Bowei Yang, Sheng Fan
Experience Augmentation: Boosting and Accelerating Off-Policy Multi-Agent Reinforcement Learning. CoRR (2020)
Niqi Lyu, Guanghua Song, Bowei Yang, Yining Cheng
QNGPSR: A Q-Network Enhanced Geographic Ad-Hoc Routing Protocol Based on GPSR. VTC Fall (2018)
Bowei Yang, Guanghua Song, Yining Chen, Yao Zheng, Yue Wu
QoS-aware indiscriminate volume storage cloud. Concurr. Comput. Pract. Exp. 29 (7) (2017)
Yingjie Xia, Xingmin Shi, Guanghua Song, Qiaolei Geng, Yuncai Liu
Towards improving quality of video-based vehicle counting method for traffic flow estimation. Signal Process. 120 (2016)
Bowei Yang, Yue Wu, Xiaoli Chu, Guanghua Song
Seamless Handover in Software-Defined Satellite Networking. IEEE Commun. Lett. 20 (9) (2016)
Lei Liu, Zuqing Zhu, Xiong Wang, Guanghua Song, Cen Chen, Xiaoliang Chen, Shoujiang Ma, Xiaotao Feng, Roberto Proietti, S. J. Ben Yoo
Field trial of broker-based multi-domain software-defined heterogeneous wireline-wireless-optical networks. OFC (2015)
Guanghua Song, Zhitang Li, Juan Zhao, Jun Hu, Hao Tu
A reversible video steganography algorithm for MVC based on motion vector. Multim. Tools Appl. 74 (11) (2015)
Bowei Yang, Guanghua Song, Yao Zheng, Yue Wu
QoSC: A QoS-Aware Storage Cloud Based on HDFS. SocialSec (2015)
Guanghua Song, Zhitang Li, Juan Zhao, Hao Tu, Junxia Cheng
A video steganography algorithm for MVC without distortion drift. ICAILP (2014)
Guanghua Song, Mengyuan Chao, Bowei Yang, Yao Zheng
TLR: A Traffic-Light-Based Intelligent Routing Strategy for NGEO Satellite IP Networks. IEEE Trans. Wirel. Commun. 13 (6) (2014)
Guanghua Song, Zhitang Li, Juan Zhao, Mingguang Zou
A Data Hiding Algorithm for 3D Videos Based on Inter-MBs. ICIC (1) (2014)
Guanghua Song, Bowei Yang, Zhixing Wu, Junna Chuai, Yao Zheng
ROIN: reputation-oriented inverted indexing for the P2P network. J. Supercomput. 64 (3) (2013)
Bo Zhu, Lijun Xie, Guanghua Song, Yao Zheng
An efficient projection defocus algorithm based on multi-scale convolution kernel templates. J. Zhejiang Univ. Sci. C 14 (12) (2013)
Guanghua Song, Zhitang Li, Hao Tu
Forward or ignore: User behavior analysis and prediction on microblogging. CSCWD (2012)
Guanghua Song, Zhitang Li, Hao Tu
Forward or Ignore: User Behavior Analysis and Prediction on Microblogging. IEA/AIE (2012)
Bowei Yang, Guanghua Song, Yao Zheng
An incentive model for voting based on information-hiding in P2P networks. J. Zhejiang Univ. Sci. C 11 (12) (2010)
Bowei Yang, Guanghua Song, Yao Zheng
The Analysis and Enhancement of Voting Behaviors in P2P Networks. IITSI (2010)
Bowei Yang, Guanghua Song, Yao Zheng
ResourceDog: A Trusted Resource Discovery and Automatic Invocation P2P Framework. NPC (2008)
Yingjie Xia, Guanghua Song, Yao Zheng
SW-R2P: A Trusted Small World Overlay P2P Network with Zero Knowledge Identification. J. Comput. 3 (10) (2008)
Yingjie Xia, Guanghua Song, Yao Zheng, Mingzhe Zhu
R2P: A Peer-to-Peer Transfer System Based on Role and Reputation. WKDD (2008)
Guanghua Song, Yao Zheng, Hao Shen
ParaView-Based Collaborative Visualization for the Grid. APWeb Workshops (2006)
Zhengge Huang, Guanghua Song, Yao Zheng
Proxy-Based Parallel Visualization in a Grid Environment with PC Clusters. IMSCCS (1) (2006)
Yingjie Xia, Guanghua Song, Yao Zheng
Portal Access to Scientific Computation and Customized Collaborative Visualization on Campus Grid. APSCC (2006)
Cuiju Luan, Guanghua Song, Yao Zheng
An Infrastructure for Grid Job Monitoring. GCC (2005)
Cuiju Luan, Guanghua Song, Yao Zheng, Guiyi Wei
User-Oriented Job Management in a Grid Environment. CIT (2005)
Wei Wang, Yao Zheng, Guanghua Song
The Design and Implementation of Scalable Information Services in a Grid Environment. IEEE SCC (2005)
Guiyi Wei, Guanghua Song, Yao Zheng, Cuiju Luan, Chaoyan Zhu, Wei Wang
MASSIVE: A Multidisciplinary Applications-Oriented Simulation and Visualization Environment. IEEE SCC (2004)
Yao Zheng, Guanghua Song, Jifa Zhang, Jianjun Chen
An Enabling Environment for Distributed Simulation and Visualization. GRID (2004)
Changqin Huang, Guanghua Song, Yao Zheng
Quality-of-Service Driven Visual Scheduling in Grid Computing. GCC Workshops (2004)
Changqin Huang, Guanghua Song, Yao Zheng, Deren Chen
An Authorization Architecture Oriented to Engineering and Scientific Computation in Grid Environments. Asia-Pacific Computer Systems Architecture Conference (2004)
Haolin Feng, Guanghua Song, Yao Zheng, Jun Xia
A Deadline and Budget Constrained Cost-Time Optimization Algorithm for Scheduling Dependent Tasks in Grid Computing. GCC (2) (2003)
Guiyi Wei, Yao Zheng, Jifa Zhang, Guanghua Song
An Engineering Computation Oriented Visual Grid Framework. GCC (1) (2003)