Lingjuan Lyu

Lingjuan Lyu publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where Lingjuan Lyu sits on this spectrum.

Lingjuan Lyu D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where Lingjuan Lyu sits on this spectrum.

Best Publications

• Privacy-Preserving Blockchain-Based Federated Learning for IoT Devices

  Yang Zhao;Jun Zhao;Linshan Jiang;Rui Tan

  564
  Citations

• Communication-efficient federated learning via knowledge distillation

  Unknown

  478
  Citations

• Local Differential Privacy-Based Federated Learning for Internet of Things

  Yang Zhao;Jun Zhao;Mengmeng Yang;Teng Wang

  432
  Citations

• Privacy and Robustness in Federated Learning: Attacks and Defenses.

  Lingjuan Lyu;Han Yu;Xingjun Ma;Lichao Sun

  406
  Citations

• A federated graph neural network framework for privacy-preserving personalization

  Unknown

  386
  Citations

• Threats to Federated Learning

  Lingjuan Lyu;Han Yu;Jun Zhao;Qiang Yang

  349
  Citations

• Threats to Federated Learning: A Survey

  Lingjuan Lyu;Han Yu;Qiang Yang

  274
  Citations

• Data Poisoning Attacks on Federated Machine Learning

  Gan Sun;Yang Cong;Jiahua Dong;Qiang Wang

  246
  Citations

• PPFA: Privacy Preserving Fog-Enabled Aggregation in Smart Grid

  Lingjuan Lyu;Karthik Nandakumar;Ben Rubinstein;Jiong Jin

  243
  Citations

• FLEAM: A Federated Learning Empowered Architecture to Mitigate DDoS in Industrial IoT

  Jianhua Li;Lingjuan Lyu;Ximeng Liu;Ximeng Liu;Xuyun Zhang

  181
  Citations

• Collaborative Fairness in Federated Learning

  Lingjuan Lyu;Xinyi Xu;Qian Wang;Han Yu

  170
  Citations

• Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks

  Yige Li;Xixiang Lyu;Nodens Koren;Lingjuan Lyu

  152
  Citations

• Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks

  Yige Li;Xixiang Lyu;Nodens Koren;Lingjuan Lyu

  136
  Citations

• Fog-Empowered Anomaly Detection in IoT Using Hyperellipsoidal Clustering

  Lingjuan Lyu;Jiong Jin;Sutharshan Rajasegarar;Xuanli He

  119
  Citations

• Federated Model Distillation with Noise-Free Differential Privacy

  Unknown

  119
  Citations

• <scp>FedBERT</scp>: When Federated Learning Meets Pre-training

  Unknown

  105
  Citations

• Anti-Backdoor Learning: Training Clean Models on Poisoned Data

  Yige Li;Xixiang Lyu;Nodens Koren;Lingjuan Lyu

  90
  Citations

• Differential Private Knowledge Transfer for Privacy-Preserving Cross-Domain Recommendation

  Unknown

  86
  Citations

• Privacy-Preserving Collaborative Deep Learning with Application to Human Activity Recognition

  Lingjuan Lyu;Xuanli He;Yee Wei Law;Marimuthu Palaniswami

  78
  Citations

• No One Left Behind: Inclusive Federated Learning over Heterogeneous Devices

  Unknown

  77
  Citations