Dezhong Yao

Most-cited papers

FedBERT: When Federated Learning Meets Pre-training
Yuanyishu Tian, Yao Wan, Lingjuan Lyu, Dezhong Yao +2 more
2022ACM Transactions on Intelligent Systems and Technology182 citations
Semantic Scholar
Personalized Edge Intelligence via Federated Self-Knowledge Distillation
Hai Jin, Dongshan Bai, Dezhong Yao, Yutong Dai +3 more
2023IEEE Transactions on Parallel and Distributed Systems130 citations Open access
Semantic Scholar
: Toward Heterogeneous Federated Learning via Global Knowledge Distillation
Dezhong Yao, Wanning Pan, Yu-Tong Dai, Yao Wan +5 more
2024IEEE transactions on computers97 citations
Semantic Scholar
You see what I want you to see: poisoning vulnerabilities in neural code search
Yao Wan, Shi-Jie Zhang, Hongyu Zhang, Yulei Sui +4 more
2022ESEC/SIGSOFT FSE95 citations
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Entity Resolution with Hierarchical Graph Attention Networks
Dezhong Yao, Yuhong Gu, Gao Cong, Hai Jin +1 more
2022SIGMOD Conference73 citations Open access
Semantic Scholar
FedHM: Efficient Federated Learning for Heterogeneous Models via Low-rank Factorization
Dezhong Yao, Wanning Pan, Yue-Xin Shi, M. O'Neill +5 more
2021Artificial Intelligence73 citations Open access
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Local-Global Knowledge Distillation in Heterogeneous Federated Learning with Non-IID Data
Dezhong Yao, Wanning Pan, Yutong Dai, Yao Wan +4 more
202167 citations
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An energy-efficient distributed adaptive cooperative routing based on reinforcement learning in wireless multimedia sensor networks
Denghui Wang, Jian Liu, Dezhong Yao
2020Comput. Networks61 citations Open access
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Modeling User Activity Patterns for Next-Place Prediction
Chen Yu, Yang Liu, Dezhong Yao, L. Yang +3 more
2017IEEE Systems Journal44 citations
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Using Crowdsourcing to Provide QoS for Mobile Cloud Computing
Dezhong Yao, Chen Yu, L. Yang, Hai Jin
2019IEEE Transactions on Cloud Computing41 citations
Semantic Scholar
Energy Efficient Task Scheduling in Mobile Cloud Computing
Dezhong Yao, Chen Yu, Hai Jin, Jie-Han Zhou
2013IFIP International Conference on Network and Parallel Computing37 citations Open access
Semantic Scholar
A neural signature for the subjective experience of threat anticipation under uncertainty
Xiqin Liu, Guojuan Jiao, Feng Zhou, K. Kendrick +8 more
2023bioRxiv35 citations Open access
Semantic Scholar
Probabilistic routing algorithm based on contact duration and message redundancy in delay tolerant network
Chen Yu, Z. Tu, Dezhong Yao, Feng Lu +1 more
2016International Journal of Communication Systems33 citations
Semantic Scholar
Energy efficient indoor tracking on smartphones
Dezhong Yao, Chen Yu, A. Dey, Christian Koehler +3 more
2014Future generations computer systems26 citations
Semantic Scholar
Geospatial Entity Resolution
Pasquale Balsebre, Dezhong Yao, Gao Cong, Zhen Hai
2022The Web Conference23 citations
Semantic Scholar
Human mobility synthesis using matrix and tensor factorizations
Dezhong Yao, Chen Yu, Hai Jin, Qiang Ding
2015Information Fusion23 citations
Semantic Scholar
Location-aware private service discovery in pervasive computing environment
Chen Yu, Dezhong Yao, Xi Li, Yan Zhang +3 more
2013Information Sciences18 citations
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Reinforced Computer-Aided Framework for Diagnosing Thyroid Cancer
Xia Xie, Yuanyishu Tian, K. Ota, Mian-Xiong Dong +3 more
2023IEEE/ACM Transactions on Computational Biology & Bioinformatics16 citations
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Speed-Density Model of Interrupted Traffic Flow Based on Coil Data
Chen Yu, Jiajie Zhang, Dezhong Yao, Ruiguo Zhang +1 more
2016Mobile Information Systems16 citations Open access
Semantic Scholar
FedRKG: A Privacy-preserving Federated Recommendation Framework via Knowledge Graph Enhancement
Dezhong Yao, Tongtong Liu, Qi Cao, Hai Jin
2024Grid and Pervasive Computing15 citations Open access
Semantic Scholar
Using check-in features to partition locations for individual users in location based social network
Chen Yu, Baiyun Xiao, Dezhong Yao, Xiao-Feng Ding +1 more
2017Information Fusion14 citations
Semantic Scholar
Energy Conservation in Progressive Decentralized Single-Hop Wireless Sensor Networks for Pervasive Computing Environment
Chen Yu, Dezhong Yao, L. Yang, Hai Jin
2017IEEE Systems Journal13 citations
Semantic Scholar
Rethinking Personalized Federated Learning from Knowledge Perspective
Dezhong Yao, Zi-Quan Zhu, Tongtong Liu, Zhiqiang Xu +1 more
2024International Conference on Parallel Processing11 citations Open access
Semantic Scholar
The Best of BothWorlds: Combining Data-Independent and Data-Driven Approaches for Action Recognition
Zhenzhong Lan, Shoou-I Yu, Dezhong Yao, Ming Lin +2 more
20152016 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)11 citations Open access
Semantic Scholar
Visualize and Learn Sorting Algorithms in Data Structure Subject in a Game-based Learning
W. Lim, Yiyu Cai, Dezhong Yao, Qi Cao
20222022 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct)9 citations Open access
Semantic Scholar
Mining user check-in features for location classification in location-based social networks
Chen Yu, Yang Liu, Dezhong Yao, Hai Jin +3 more
2015International Symposium on Computers and Communications9 citations
Semantic Scholar
A Novel QoS-Awared Grid Routing Protocol in the Sensing Layer of Internet of Vehicles Based on Reinforcement Learning
Denghui Wang, Qingmiao Zhang, Jian Liu, Dezhong Yao
2019IEEE Access8 citations Open access
Semantic Scholar
A semi-supervised social relationships inferred model based on mobile phone data
Chen Yu, Namin Wang, L. Yang, Dezhong Yao +2 more
2017Future generations computer systems7 citations
Semantic Scholar
Multimodal collaborative BCI system based on the improved CSP feature extraction algorithm
Cun-Bo Li, Ning Li, Yuan Qiu, Yue-Heng Peng +6 more
2022Virtual Reality & Intelligent Hardware6 citations Open access
Semantic Scholar
High-dimensional Similarity Learning via Dual-sparse Random Projection
Dezhong Yao, Pei-Lin Zhao, T. Pham, G. Cong
2018International Joint Conference on Artificial Intelligence6 citations Open access
Semantic Scholar
Sparse Online Relative Similarity Learning
Dezhong Yao, Pei-Lin Zhao, Chen Yu, Hai Jin +1 more
20152015 IEEE International Conference on Data Mining6 citations Open access
Semantic Scholar
ApSpGEMM: Accelerating Large-scale SpGEMM with Heterogeneous Collaboration and Adaptive Panel
Dezhong Yao, Sifan Zhao, Tongtong Liu, Gang Wu +1 more
2024ACM Transactions on Architecture and Code Optimization (TACO)5 citations Open access
Semantic Scholar
Temporal-Based Ranking in Heterogeneous Networks
Chen Yu, Rui-Dan Li, Dezhong Yao, Feng Lu +1 more
2014IFIP International Conference on Network and Parallel Computing4 citations Open access
Semantic Scholar
Measuring Botnet Size by Using URL and Collaborative MailServers
Jun Hu, Zhitang Li, Dezhong Yao, Junfeng Yu
20092009 Fifth International Conference on Networking and Services3 citations
Semantic Scholar
Spam Detection with Complex-Valued Neural Network Using Behavior-Based Characteristics
Jun Hu, Zhitang Li, ZhengBin Hu, Dezhong Yao +1 more
20082008 Second International Conference on Genetic and Evolutionary Computing3 citations
Semantic Scholar
Tensor-based user trajectory mining
Chen Yu, Q. Hong, Dezhong Yao, Hai Jin
2018Computer systems science and engineering2 citations Open access
Semantic Scholar
AdapCP: Collaborative Inference with Adaptive CNN Partition on Distributed Edge Servers
Sifan Zhao, Dezhong Yao, Yao Wan, Gang Wu +1 more
2025ACM Transactions on Autonomous and Adaptive Systems1 citations
Semantic Scholar
A Summary of ICDE 2022 Research Session Panels
Zhi-Feng Bao, Panagiotis Bouros, Reynold Cheng, Byron Choi +26 more
2023IEEE Data Engineering Bulletin1 citations
Semantic Scholar
CCSBD: A Cost Control System Based on Blockchain and DRG Mechanism
Wei-Qi Dai, Y. Yu, Xia Xie, Dezhong Yao +1 more
2022IFIP International Conference on Network and Parallel Computing1 citations Open access
Semantic Scholar
面向服务器无感知计算的可定制函数调度
Xinmin Zhang, Xingru Li, Hao-Qiang Fan, Zhuo Huang +4 more
2025Scientia Sinica Informationis0 citations
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Efficient Distributed Sparse Relative Similarity Learning
Dezhong Yao, Sanmu Li, Zhiwei Wang, Pei-Lin Zhao +3 more
2025ACM Transactions on Knowledge Discovery from Data0 citations Open access
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Neural Locality Sensitive Hashing for Blocking in Entity Blocking
Jungo Kasai, Kun Qian, Sairam Gurajada, Yunyao Li +37 more
20220 citations
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Mining User Check-in Features for Location Classiﬁcation in Location-based Social Networks
Han-Hua Chen, Dezhong Yao, Yang Liu, Chen Yu +3 more
20150 citations
Semantic Scholar
Method and system for predicting social relation in multi-source heterogeneous networks
Hai Jin, Chen Yu, Rui-Dan Li, Dezhong Yao
20140 citations
Semantic Scholar
Energy Eﬀicient Task Scheduling in Mobile Cloud Computing
Dezhong Yao, Chen Yu, Hai Jin, Jie-Han Zhou
0 citations
Semantic Scholar