Publications

  • Rethinking Personalized Federated Learning from Knowledge Perspective
    Dezhong Yao; Ziquan Zhu; Tongtong Liu; Zhiqiang Xu; Hai Jin
    ICPP'24: Proc. of the 53rd International Conference on Parallel Processing, 2024
    DOI / Code

  • Securely Fine-tuning Pre-trained Encoders Against Adversarial Examples
    Ziqi Zhou; Minghui Li; Wei Liu; Shengshan Hu; Yechao Zhang; Wei Wan; Lulu Xue; Leo Yu Zhang; Dezhong Yao; Hai Jin
    SP'24: Proc. of the 45th IEEE Symposium on Security and Privacy, 2024
    DOI / Code

  • Revisiting Gradient Pruning: A Dual Realization for Defending against Gradient Attacks
    Lulu Xue; Shengshan Hu; Ruizhi Zhao; Leo Yu Zhang; Shengqing Hu; Lichao Sun; Dezhong Yao
    AAAI'24: Proc. of the 38th Annual AAAI Conference on Artificial Intelligence, 2024
    DOI

  • FedRKG: A Privacy-Preserving Federated Recommendation Framework via Knowledge Graph Enhancement
    Dezhong Yao; Tongtong Liu; Qi Cao; Hai Jin
    GPC'23: International Conference on Green, Pervasive, and Cloud Computing, 2023
    DOI / Code

  • FedGKD: Towards Heterogeneous Federated Learning via Global Knowledge Distillation
    Dezhong Yao; Wanning Pan; Yutong Dai; Yao Wan; Xiaofeng Ding; Chen Yu; Hai Jin; Zheng Xu; Lichao Sun
    TC'23: IEEE Transactions on Computers, 2023
    DOI / Code

  • Mining Geospatial Relationships from Text
    Pasquale Balsebre; Dezhong Yao; Gao Cong; Weiming Huang; Zhen Hai
    SIGMOD'23: Proc. of ACM International Conference on Management of Data, 2023
    DOI / Code

  • Reinforced Computer-aided Framework for Diagnosing Thyroid Cancer
    Xia Xie; Yuanyishu Tian; Kaoru Ota; Mianxiong Dong; Zhelong Liu; Hai Jin; Dezhong Yao
    TCBB'23: IEEE-ACM Transactions on Computational Biology and Bioinformatics, 2023
    DOI

  • Personalized Edge Intelligence via Federated Self-Knowledge Distillation
    Hai Jin, Dongshan Bai, Dezhong Yao, Yutong Dai, Lin Gu, Chen Yu, Lichao Sun
    TPDS'22: IEEE Transactions on Parallel and Distributed Systems, 2022
    DOI / Code

  • CCSBD: A Cost Control System Based on Blockchain and DRG Mechanism
    Weiqi Dai, Yan Yu, Xia Xie, Dezhong Yao, Hai Jin
    NPC'22: The 19th Annual IFIP International Conference on Network and Parallel Computing, 2022
    DOI

  • You See What I Want You to See: Poisoning Vulnerabilities in Neural Code Search
    Yao Wan, Shijie Zhang, Hongyu Zhang, Yulei Sui, Guandong Xu, Dezhong Yao, Hai Jin, Lichao Sun
    ESEC/FSE'22: Proc. of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2022
    DOI / Code

  • Entity Resolution with Hierarchical Graph Attention Networks
    Dezhong Yao, Yuhong Gu, Gao Cong, Hai Jin, Xinqiao Lv
    SIGMOD'22: Proc. of ACM International Conference on Management of Data, 2022
    DOI / Code

  • Geospatial Entity Resolution
    Pasquale Balsebre, Dezhong Yao, Gao Cong, Zhen Hai
    WWW'22: Proc. of the ACM Web Conference, 2022
    DOI / Code

  • FedBERT: When Federated Learning Meets Pre-Training
    Yuanyishu Tian, Yao Wan, Lingjuan Lyu, Dezhong Yao, Hai Jin, Lichao Sun
    TIST'22: ACM Transactions on Intelligent Systems and Technology, 2022
    DOI / Code

  • An Energy-efficient Distributed Adaptive Cooperative Routing based on Reinforcement Learning in Wireless Multimedia Sensor Networks
    Denghui Wang, Jian Liu, Dezhong Yao
    Computer Networks, 2020
    DOI

  • Using Crowdsourcing to Provide QoS for Mobile Cloud Computing
    Dezhong Yao, Chen Yu, Laurence T. Yang, Hai Jin
    TCC'19: IEEE Transactions on Cloud Computing, 2019
    DOI

  • High-dimensional Similarity Learning via Dual-sparse Random Projection
    Dezhong Yao, Peilin Zhao, Tuan-Anh Nguyen Pham, Gao Cong
    IJCAI'18: Proc. of the 27th International Joint Conference on Artificial Intelligence, 2018
    DOI

  • A Semi-supervised Social Relationships Inferred Model based on Mobile Phone Data
    Chen Yu, Namin Wang, Laurence T. Yang, Dezhong Yao, Ching-Hsien Hsu, Hai Jin
    FGCS'17: Future Generation Computer Systems, 2017
    DOI

  • Using Check-in Features to Partition Locations for Individual Users in Location based Social Network
    Chen Yu, Baiyun Xiao, Dezhong Yao, Xiaofeng Ding, Hai Jin
    Information Fusion, 2017
    DOI

  • Energy Conservation in Progressive Decentralized Single-Hop Wireless Sensor Networks for Pervasive Computing Environment
    Chen Yu, Dezhong Yao, Laurence T. Yang, Hai Jin
    IEEE Systems Journal, 2017
    DOI

  • Modeling User Activity Patterns for Next-Place Prediction
    Chen Yu, Yang Liu, Dezhong Yao, Laurence T. Yang, Hai Jin, Hanhua Chen, Qiang Ding
    IEEE Systems Journal, 2017
    DOI

  • The Best of BothWorlds: Combining Data-Independent and Data-Driven Approaches for Action Recognition
    Zhen-Zhong Lan, Shoou-I Yu, Dezhong Yao, Ming Lin, Bhiksha Raj, Alexander G. Hauptmann
    CVPR'16: Proc. of the IEEE conference on computer vision and pattern recognition workshops, 2016
    DOI

  • Human Mobility Synthesis using Matrix and Tensor Factorizations
    Dezhong Yao, Chen Yu, Hai Jin, Qiang Ding
    Information Fusion, 2015
    DOI

  • Sparse Online Relative Similarity Learning
    Dezhong Yao, Peilin Zhao, Chen Yu, Hai Jin, Bin Li
    ICDM'15: Proc. of the 2015 IEEE International Conference on Data Mining, 2015
    DOI

  • Energy Efficient Indoor Tracking on Smartphones
    Dezhong Yao, Chen Yu, Anind K. Dey, Christian Koehler, Geyong Min, Laurence T. Yang, Hai Jin
    FGCS'14: Future Generation Computer Systems, 2014
    DOI

  • Location-aware Private Service Discovery in Pervasive Computing Environment
    Chen Yu, Dezhong Yao, Xi Li, Yan Zhang, Laurence T. Yang, Naixue Xiong, Hai Jin
    Information Sciences, 2013
    DOI

  • Energy Efficient Task Scheduling in Mobile Cloud Computing
    Dezhong Yao, Chen Yu, Hai Jin, Jiehan Zhou
    NPC'13: Proc. of the IFIP International Conference on Network and Parallel Computing, 2013
    DOI