Chuntao Ding

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 27

Top Topics

Feature Extraction

Subspace Learning

Gene Expression

Top Venues

IEEE Trans. Mob. Comput.

IEEE Trans. Cloud Comput.

Publications

Chuntao Ding, Yidong Li, Zhichao Lu, Shangguang Wang, Song Guo
A Resource-Efficient Feature Extraction Framework for Image Processing in IoT Devices. IEEE Trans. Mob. Comput. 23 (1) (2024)
Binbin Huang, Xunqing Huang, Xiao Liu, Chuntao Ding, Yuyu Yin, Shuiguang Deng
Adaptive partitioning and efficient scheduling for distributed DNN training in heterogeneous IoT environment. Comput. Commun. 215 (2024)
Xiaoyong Yan, Jiannong Cao, Jian Zhou, Chuntao Ding, Han Sun, Lijuan Sun, Aiguo Song
DCP-AHS: A High-Performance Distributed Cooperative Positioning Model for Concave Networks. IEEE Trans. Mob. Comput. 23 (5) (2024)
Chuntao Ding, Zhichao Lu, Shangguang Wang, Ran Cheng, Vishnu Naresh Boddeti
Mitigating Task Interference in Multi-Task Learning via Explicit Task Routing with Non-Learnable Primitives. CoRR (2023)
Junna Zhang, Xinxin Wang, Chuntao Ding, Xiaoyan Zhao, Shangguang Wang
Task Offloading Based on Application Hit Ratio. ICWS (2023)
Zhichao Lu, Chuntao Ding, Shangguang Wang, Ran Cheng, Felix Juefei-Xu, Vishnu Naresh Boddeti
Seed Feature Maps-based CNN Models for LEO Satellite Remote Sensing Services. CoRR (2023)
Zhichao Lu, Chuntao Ding, Shangguang Wang, Ran Cheng, Felix Juefei-Xu, Vishnu Naresh Boddeti
Seed Feature Maps-based CNN Models for LEO Satellite Remote Sensing Services. ICWS (2023)
Chuntao Ding, Ao Zhou, Xiao Ma, Ning Zhang, Ching-Hsien Hsu, Shangguang Wang
Towards Diversified IoT Image Recognition Services in Mobile Edge Computing. IEEE Trans. Cloud Comput. 11 (1) (2023)
Chuntao Ding, Zhichao Lu, Felix Juefei-Xu, Vishnu Naresh Boddeti, Yidong Li, Jiannong Cao
Towards Transmission-Friendly and Robust CNN Models over Cloud and Device. IEEE Trans. Mob. Comput. 22 (10) (2023)
Zhichao Lu, Chuntao Ding, Felix Juefei-Xu, Vishnu Naresh Boddeti, Shangguang Wang, Yun Yang
TFormer: A Transmission-Friendly ViT Model for IoT Devices. IEEE Trans. Parallel Distributed Syst. 34 (2) (2023)
Junna Zhang, Guoxian Zhang, Xiang Bao, Chuntao Ding, Peiyan Yuan, Xinglin Zhang, Shangguang Wang
Dependent Application Offloading in Edge Computing. IEEE Trans. Cloud Comput. 11 (4) (2023)
Jinhui Yu, Chuntao Ding, Huifang Li, Yi Jin, Yidong Li
Localized Knowledge Distillation Helps IoT Devices Provide High-performance Visual Services. ICWS (2023)
Chuntao Ding, Zhichao Lu, Shangguang Wang, Ran Cheng, Vishnu Naresh Boddeti
Mitigating Task Interference in Multi-Task Learning via Explicit Task Routing with Non-Learnable Primitives. CVPR (2023)
Zhichao Lu, Chuntao Ding, Felix Juefei-Xu, Vishnu Naresh Boddeti, Shangguang Wang, Yun Yang
TFormer: A Transmission-Friendly ViT Model for IoT Devices. CoRR (2023)
Chuntao Ding, Ao Zhou, Xiulong Liu, Xiao Ma, Shangguang Wang
Resource-Aware Feature Extraction in Mobile Edge Computing. IEEE Trans. Mob. Comput. 21 (1) (2022)
Chuntao Ding, Ao Zhou, Yunxin Liu, Rong N. Chang, Ching-Hsien Hsu, Shangguang Wang
A Cloud-Edge Collaboration Framework for Cognitive Service. IEEE Trans. Cloud Comput. 10 (3) (2022)
Jingyi Li, Yidong Li, Chuntao Ding, Jinhui Yu, Yan Ren
Identity-based Secure and Efficient Intelligent Inference Framework for IoT-Cloud System. PAAP (2022)
Chuntao Ding, Yidong Li, Shangguang Wang
Edge/Cloud-Assisted Feature Extraction in IoT Devices. IEEE Internet Things J. 9 (21) (2022)
Chuntao Ding, Zhichao Lu, Felix Juefei-Xu, Vishnu Naresh Boddeti, Yidong Li, Jiannong Cao
Towards Transmission-Friendly and Robust CNN Models over Cloud and Device. CoRR (2022)
Shangguang Wang, Chuntao Ding, Ning Zhang, Xiulong Liu, Ao Zhou, Jiannong Cao, Xuemin Shen
A Cloud-Guided Feature Extraction Approach for Image Retrieval in Mobile Edge Computing. IEEE Trans. Mob. Comput. 20 (2) (2021)
Shangguang Wang, Chuntao Ding, Ching-Hsien Hsu, Fangchun Yang
Dimensionality reduction via preserving local information. Future Gener. Comput. Syst. 108 (2020)
Chuntao Ding, Ao Zhou, Xiao Ma, Shangguang Wang
Cognitive Service in Mobile Edge Computing. ICWS (2020)
Chuntao Ding, Ao Zhou, Jie Huang, Ying Liu, Shangguang Wang
ECDU: an edge content delivery and update framework in Mobile edge computing. EURASIP J. Wirel. Commun. Netw. 2019 (2019)
Chuntao Ding, Shangguang Wang
Appropriate points choosing for subspace learning over image classification. J. Supercomput. 75 (2) (2019)
Di Lu, Chuntao Ding, Jinliang Xu, Shangguang Wang
Hierarchical Discriminant Analysis. Sensors 18 (1) (2018)
Shangguang Wang, Chuntao Ding, Ning Zhang, Nan Cheng, Jie Huang, Ying Liu
ECD: An Edge Content Delivery and Update Framework in Mobile Edge Computing. CoRR (2018)
Chuntao Ding, Qibo Sun
LBDAG-DNE: Locality Balanced Subspace Learning for Image Recognition. CollaborateCom (2016)
Chuntao Ding, Li Zhang
Double adjacency graphs-based discriminant neighborhood embedding. Pattern Recognit. 48 (5) (2015)
Li Zhang, Liqiang Qian, Chuntao Ding, Weida Zhou, Fanzhang Li
Similarity-balanced discriminant neighbor embedding and its application to cancer classification based on gene expression data. Comput. Biol. Medicine 64 (2015)
Chuntao Ding, Li Zhang, Ya-Ping Lu, Shuping He
Similarity-balanced Discriminant Neighborhood Embedding. IJCNN (2014)
Chuntao Ding, Li Zhang, Bangjun Wang
Hidden space discriminant neighborhood embedding. IJCNN (2014)