Jie Fu

PhD student, Computer Science, Stevens Institute of Technology

Joined

August 2024

Names

Jie Fu (Preferred)

JIE FU

Emails

****@stevens.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Computer Science, Stevens Institute of Technology (stevens.edu)

2024 – 2028

MS student

Software Engineering Institute, East China Normal University (ecnu.edu.cn)

2021 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Wendy Hui Wang

2024 – 2028

Expertise

LLM scurity

2026 – 2028

privacy in GNN

2024 – 2028

differential privacy

2021 – 2028

federated learning

2021 – 2028

data privacy

2021 – 2028

Publications

PCEvolve: Private Contrastive Evolution for Synthetic Dataset Generation via Few-Shot Private Data and Generative APIs
Jianqing Zhang, Yang Liu, JIE FU, Yang Hua, Tianyuan Zou, Jian Cao, Qiang Yang
- ICML 2025 spotlightposter
- Readers: Everyone
ALI-DPFL: Differentially Private Federated Learning with Adaptive Local Iterations
Xinpeng Ling, Jie Fu, Kuncan Wang, Haitao Liu, Zhili Chen
- WoWMoM 2025
- Readers: Everyone
DPSUR: Accelerating Differentially Private Stochastic Gradient Descent Using Selective Update and Release
Jie Fu, Qingqing Ye, Haibo Hu, Zhili Chen, Lulu Wang, Kuncan Wang, Xun Ran
- Proc. VLDB Endow. 2024
- Readers: Everyone
Differentially Private Graph Neural Networks for Link Prediction
Xun Ran, Qingqing Ye, Haibo Hu, Xin Huang, Jianliang Xu, Jie Fu
- ICDE 2024
- Readers: Everyone
FedFDP: Federated Learning with Fairness and Differential Privacy
Xinpeng Ling, Jie Fu, Zhili Chen, Kuncan Wang, Huifa Li, Tong Cheng, Guanying Xu, Qin Li
- CoRR 2024
- Readers: Everyone
DP-DCAN: Differentially Private Deep Contrastive Autoencoder Network for Single-Cell Clustering
Huifa Li, Jie Fu, Zhili Chen, Xiaomin Yang, Haitao Liu, Xinpeng Ling
- ICIC (LNBI 1) 2024
- Readers: Everyone
Differentially Private Federated Learning: A Systematic Review
Jie Fu, Yuan Hong, Xinpeng Ling, Leixia Wang, Xun Ran, Zhiyu Sun, Wendy Hui Wang, Zhili Chen, Yang Cao
- CoRR 2024
- Readers: Everyone
DP-DCAN: Differentially Private Deep Contrastive Autoencoder Network for Single-cell Clustering
Huifa Li, Jie Fu, Zhili Chen, Xiaomin Yang, Haitao Liu, Xinpeng Ling
- CoRR 2023
- Readers: Everyone
SA-DPSGD: Differentially Private Stochastic Gradient Descent based on Simulated Annealing
Jie Fu, Zhili Chen, Xinpeng Ling
- CoRR 2022
- Readers: Everyone
Adap DP-FL: Differentially Private Federated Learning with Adaptive Noise
Jie Fu, Zhili Chen, Xiao Han
- TrustCom 2022
- Readers: Everyone

Co-Authors

View all 27 co-authors