Zhaoyang Du

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 25

Top Topics

Reinforcement Learning

Matrix Multiplication

Highly Optimized

Top Venues

IEEE Open J. Comput. Soc.

Publications

Ganggui Wang, Celimuge Wu, Zhaoyang Du, Tsutomu Yoshinaga, Rui Yin, Lei Zhong
DRL-Assisted Network Selection for Federated IoV. IEEE Internet Things Mag. 6 (3) (2023)
Jiale Wu, Celimuge Wu, Yangfei Lin, Jingjing Bao, Zhaoyang Du, Lei Zhong, Xianfu Chen, Yusheng Ji
Semantic Communication for Efficient Image Transmission Tasks based on Masked Autoencoders. VTC Fall (2023)
Yalong Li, Celimuge Wu, Zhaoyang Du, Lei Zhong, Tsutomu Yoshinaga
Communication-Efficient Federated Learning for UAV Networks with Knowledge Distillation and Transfer Learning. GLOBECOM (2023)
Xiaodong Li, Yangfei Lin, Zhaoyang Du, Rui Yin, Celimuge Wu
Multi-robot Cooperative Transport Simulation System. ICCC Workshops (2023)
Yue Ren, Celimuge Wu, Yangfei Lin, Zhaoyang Du, Masato Yoshimi
Fuzzy Logic-Based Packet Scheduling for MPQUIC in Multi-Access Networks. GLOBECOM (Workshops) (2023)
Nian Ding, Chunrong Peng, Min Lin, Yangfei Lin, Zhaoyang Du, Celimuge Wu
Client Selection Method for Federated Learning in Multi-robot Collaborative Systems. MONAMI (2023)
Chen Zhang, Chunrong Peng, Min Lin, Zhaoyang Du, Celimuge Wu
Double DQN Reinforcement Learning-Based Computational Offloading and Resource Allocation for MEC. MONAMI (2023)
Zhaoyang Du, Yijin Guan, Tianchan Guan, Dimin Niu, Hongzhong Zheng, Yuan Xie
Accelerating CPU-Based Sparse General Matrix Multiplication With Binary Row Merging. IEEE Access 10 (2022)
Shuangchen Li, Dimin Niu, Yuhao Wang, Wei Han, Zhe Zhang, Tianchan Guan, Yijin Guan, Heng Liu, Linyong Huang, Zhaoyang Du, Fei Xue, Yuanwei Fang, Hongzhong Zheng, Yuan Xie
Hyperscale FPGA-as-a-service architecture for large-scale distributed graph neural network. ISCA (2022)
Zhaoyang Du, Yijin Guan, Tianchan Guan, Dimin Niu, Linyong Huang, Hongzhong Zheng, Yuan Xie
OpSparse: a Highly Optimized Framework for Sparse General Matrix Multiplication on GPUs. CoRR (2022)
Zhaoyang Du, Yijin Guan, Tianchan Guan, Dimin Niu, Hongzhong Zheng, Yuan Xie
Accelerating CPU-based Sparse General Matrix Multiplication with Binary Row Merging. CoRR (2022)
Zhaoyang Du, Yijin Guan, Tianchan Guan, Dimin Niu, Linyong Huang, Hongzhong Zheng, Yuan Xie
OpSparse: A Highly Optimized Framework for Sparse General Matrix Multiplication on GPUs. IEEE Access 10 (2022)
Zhaoyang Du, Yijin Guan, Tianchan Guan, Dimin Niu, Nianxiong Tan, Xiaopeng Yu, Hongzhong Zheng, Jianyi Meng, Xiaolang Yan, Yuan Xie
Predicting the Output Structure of Sparse Matrix Multiplication with Sampled Compression Ratio. CoRR (2022)
Zhaoyang Du, Celimuge Wu, Tsutomu Yoshinaga, Lei Zhong, Yusheng Ji
On-device federated learning with fuzzy logic based client selection. RACS (2022)
Zhaoyang Du, Yijin Guan, Tianchan Guan, Dimin Niu, Nianxiong Tan, Xiaopeng Yu, Hongzhong Zheng, Jianyi Meng, Xiaolang Yan, Yuan Xie
Predicting the Output Structure of Sparse Matrix Multiplication with Sampled Compression Ratio. ICPADS (2022)
Linyong Huang, Zhe Zhang, Zhaoyang Du, Shuangchen Li, Hongzhong Zheng, Yuan Xie, Nianxiong Tan
EPQuant: A Graph Neural Network compression approach based on product quantization. Neurocomputing 503 (2022)
Narisu Cha, Zhaoyang Du, Celimuge Wu, Tsutomu Yoshinaga, Lei Zhong, Jing Ma, Fuqiang Liu, Yusheng Ji
Fuzzy Logic Based Client Selection for Federated Learning in Vehicular Networks. IEEE Open J. Comput. Soc. 3 (2022)
Celimuge Wu, Chunrong Peng, Zhaoyang Du, Liming Gao, Tsutomu Yoshinaga, Yusheng Ji
Toward Agile Information and Communication Framework for the Post-COVID-19 Era. IEEE Open J. Comput. Soc. 2 (2021)
Hiroki Kobari, Zhaoyang Du, Celimuge Wu, Tsutomu Yoshinaga, Wugedele Bao
A Reinforcement Learning based Edge Cloud Collaboration. ICT-DM (2021)
Zhaoyang Du, Celimuge Wu, Tsutomu Yoshinaga, Xianfu Chen, Xiaoyan Wang, Kok-Lim Alvin Yau, Yusheng Ji
A Routing Protocol for UAV-Assisted Vehicular Delay Tolerant Networks. IEEE Open J. Comput. Soc. 2 (2021)
Zhaoyang Du, Ganggui Wang, Narisu Cha, Celimuge Wu, Tsutomu Yoshinaga, Rui Yin
UAV-empowered Vehicular Networking Scheme for Federated Learning in Delay Tolerant Environments. CSE (2021)
Zhaoyang Du, Celimuge Wu, Tsutomu Yoshinaga, Kok-Lim Alvin Yau, Yusheng Ji, Jie Li
Federated Learning for Vehicular Internet of Things: Recent Advances and Open Issues. IEEE Open J. Comput. Soc. 1 (2020)
Zhaoyang Du, Celimuge Wu, Xianfu Chen, Xiaoyan Wang, Tsutomu Yoshinaga, Yusheng Ji
A VDTN scheme with enhanced buffer management. Wirel. Networks 26 (3) (2020)
Zhaoyang Du, Celimuge Wu, Tsutomu Yoshinaga
UAV-empowered Protocol for Information Sharing in VDTN. MSN (2020)
Zhaoyang Du, Celimuge Wu, Tsutomu Yoshinaga, Yusheng Ji
A Prophet-Based DTN Protocol for VANETs. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2018)