Dezhong Yao

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 28

Top Topics

Entity Resolution

Sensor Networks

Reinforcement Learning

Sorting Algorithms

Top Venues

Future Gener. Comput. Syst.

Publications

Ziqi Zhou, Minghui Li, Wei Liu, Shengshan Hu, Yechao Zhang, Wei Wan, Lulu Xue, Leo Yu Zhang, Dezhong Yao, Hai Jin
Securely Fine-tuning Pre-trained Encoders Against Adversarial Examples. CoRR (2024)
Lulu Xue, Shengshan Hu, Ruizhi Zhao, Leo Yu Zhang, Shengqing Hu, Lichao Sun, Dezhong Yao
Revisiting Gradient Pruning: A Dual Realization for Defending against Gradient Attacks. CoRR (2024)
Dezhong Yao, Wanning Pan, Yutong Dai, Yao Wan, Xiaofeng Ding, Chen Yu, Hai Jin, Zheng Xu, Lichao Sun
: Toward Heterogeneous Federated Learning via Global Knowledge Distillation. IEEE Trans. Computers 73 (1) (2024)
Dezhong Yao, Ziquan Zhu, Tongtong Liu, Zhiqiang Xu, Hai Jin
Rethinking Personalized Federated Learning from Knowledge Perspective. ICPP (2024)
Dezhong Yao, Sanmu Li, Yutong Dai, Zhiqiang Xu, Shengshan Hu, Peilin Zhao, Lichao Sun
Variational Bayes for Federated Continual Learning. CoRR (2024)
Lulu Xue, Shengshan Hu, Ruizhi Zhao, Leo Yu Zhang, Shengqing Hu, Lichao Sun, Dezhong Yao
Revisiting Gradient Pruning: A Dual Realization for Defending against Gradient Attacks. AAAI (2024)
Hai Jin, Dongshan Bai, Dezhong Yao, Yutong Dai, Lin Gu, Chen Yu, Lichao Sun
Personalized Edge Intelligence via Federated Self-Knowledge Distillation. IEEE Trans. Parallel Distributed Syst. 34 (2) (2023)
Pasquale Balsebre, Dezhong Yao, Gao Cong, Weiming Huang, Zhen Hai
Mining Geospatial Relationships from Text. Proc. ACM Manag. Data 1 (1) (2023)
Pasquale Balsebre, Dezhong Yao, Gao Cong, Zhen Hai
Geospatial Entity Resolution. WWW (2022)
Yao Wan, Shijie Zhang, Hongyu Zhang, Yulei Sui, Guandong Xu, Dezhong Yao, Hai Jin, Lichao Sun
You see what I want you to see: poisoning vulnerabilities in neural code search. ESEC/SIGSOFT FSE (2022)
Wee Han Lim, Yiyu Cai, Dezhong Yao, Qi Cao
Visualize and Learn Sorting Algorithms in Data Structure Subject in a Game-based Learning. ISMAR Adjunct (2022)
Yuanyishu Tian, Yao Wan, Lingjuan Lyu, Dezhong Yao, Hai Jin, Lichao Sun
FedBERT: When Federated Learning Meets Pre-training. ACM Trans. Intell. Syst. Technol. 13 (4) (2022)
Dezhong Yao, Yuhong Gu, Gao Cong, Hai Jin, Xinqiao Lv
Entity Resolution with Hierarchical Graph Attention Networks. SIGMOD Conference (2022)
Weiqi Dai, Yan Yu, Xia Xie, Dezhong Yao, Hai Jin
CCSBD: A Cost Control System Based on Blockchain and DRG Mechanism. NPC (2022)
Dezhong Yao, Peilin Zhao, Chen Yu, Hai Jin, Bin Li
Sparse online relative similarity learning. CoRR (2021)
Dezhong Yao, Wanning Pan, Yao Wan, Hai Jin, Lichao Sun
FedHM: Efficient Federated Learning for Heterogeneous Models via Low-rank Factorization. CoRR (2021)
Denghui Wang, Jian Liu, Dezhong Yao
An energy-efficient distributed adaptive cooperative routing based on reinforcement learning in wireless multimedia sensor networks. Comput. Networks 178 (2020)
Denghui Wang, Qingmiao Zhang, Jian Liu, Dezhong Yao
A Novel QoS-Awared Grid Routing Protocol in the Sensing Layer of Internet of Vehicles Based on Reinforcement Learning. IEEE Access 7 (2019)
Dezhong Yao, Chen Yu, Laurence T. Yang, Hai Jin
Using Crowdsourcing to Provide QoS for Mobile Cloud Computing. IEEE Trans. Cloud Comput. 7 (2) (2019)
Chen Yu, Qinmin Hong, Dezhong Yao, Hai Jin
Tensor-based user trajectory mining. Comput. Syst. Sci. Eng. 33 (2) (2018)
Dezhong Yao, Peilin Zhao, Tuan-Anh Nguyen Pham, Gao Cong
High-dimensional Similarity Learning via Dual-sparse Random Projection. IJCAI (2018)
Chen Yu, Namin Wang, Laurence T. Yang, Dezhong Yao, Ching-Hsien Hsu, Hai Jin
A semi-supervised social relationships inferred model based on mobile phone data. Future Gener. Comput. Syst. 76 (2017)
Chen Yu, Dezhong Yao, Laurence T. Yang, Hai Jin
Energy Conservation in Progressive Decentralized Single-Hop Wireless Sensor Networks for Pervasive Computing Environment. IEEE Syst. J. 11 (2) (2017)
Chen Yu, Baiyun Xiao, Dezhong Yao, Xiaofeng Ding, Hai Jin
Using check-in features to partition locations for individual users in location based social network. Inf. Fusion 37 (2017)
Chen Yu, Yang Liu, Dezhong Yao, Laurence T. Yang, Hai Jin, Hanhua Chen, Qiang Ding
Modeling User Activity Patterns for Next-Place Prediction. IEEE Syst. J. 11 (2) (2017)
Zhen-Zhong Lan, Shoou-I Yu, Dezhong Yao, Ming Lin, Bhiksha Raj, Alexander G. Hauptmann
The Best of BothWorlds: Combining Data-Independent and Data-Driven Approaches for Action Recognition. CVPR Workshops (2016)
Chen Yu, Jiajie Zhang, Dezhong Yao, Ruiguo Zhang, Hai Jin
Speed-Density Model of Interrupted Traffic Flow Based on Coil Data. Mob. Inf. Syst. 2016 (2016)
Chen Yu, Zhongqiu Tu, Dezhong Yao, Feng Lu, Hai Jin
Probabilistic routing algorithm based on contact duration and message redundancy in delay tolerant network. Int. J. Commun. Syst. 29 (16) (2016)
Zhen-Zhong Lan, Dezhong Yao, Ming Lin, Shoou-I Yu, Alexander G. Hauptmann
The Best of Both Worlds: Combining Data-independent and Data-driven Approaches for Action Recognition. CoRR (2015)
Dezhong Yao, Peilin Zhao, Chen Yu, Hai Jin, Bin Li
Sparse Online Relative Similarity Learning. ICDM (2015)
Dezhong Yao, Chen Yu, Hai Jin, Qiang Ding
Human mobility synthesis using matrix and tensor factorizations. Inf. Fusion 23 (2015)
Chen Yu, Yang Liu, Dezhong Yao, Hai Jin, Feng Lu, Hanhua Chen, Qiang Ding
Mining user check-in features for location classification in location-based social networks. ISCC (2015)
Dezhong Yao, Chen Yu, Anind K. Dey, Christian Koehler, Geyong Min, Laurence T. Yang, Hai Jin
Energy efficient indoor tracking on smartphones. Future Gener. Comput. Syst. 39 (2014)
Chen Yu, Ruidan Li, Dezhong Yao, Feng Lu, Hai Jin
Temporal-Based Ranking in Heterogeneous Networks. NPC (2014)
Chen Yu, Dezhong Yao, Xi Li, Yan Zhang, Laurence T. Yang, Naixue Xiong, Hai Jin
Location-aware private service discovery in pervasive computing environment. Inf. Sci. 230 (2013)
Dezhong Yao, Chen Yu, Hai Jin, Jiehan Zhou
Energy Efficient Task Scheduling in Mobile Cloud Computing. NPC (2013)
Jun Hu, Zhitang Li, Dezhong Yao, Junfeng Yu
Measuring Botnet Size by Using URL and Collaborative MailServers. ICNS (2009)