Scholar
Qian Chen
Google Scholar ID: h3twdkgAAAAJ
Xidian University
Citations & Impact
Citations
183
H-index
7
i10-index
7
Publications
20
Co-authors
4
list available
Publications
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
- Publications:
- - TSC 2025: DeFedGCN: Privacy-Preserving Decentralized Federated GCN for Recommender System
- - TDSC 2025: A Proactive Defense Against Model Poisoning Attacks in Federated Learning
- - ICDCS 2024: SG-FCB: A Stackelberg Game-Driven Fair Committee-Based Blockchain Consensus Protocol
- - ICC 2024: Enhancing Vehicular Edge Intelligence through Distributed Collaborative Generative AI Inference
- - WWW 2024: PAGE: Equilibrate Personalization and Generalization in Federated Learning
- - IOT-J: QP-LDP for Better Global Model Performance in Federated Learning
- - TDSC 2024: CODER: Protecting Privacy in Image Retrieval with Differential Privacy
- - NeurIPS 2024: Recess Vaccine for Federated Learning: Proactive Defense Against Model Poisoning Attacks
- - Journal of Computer Applications: Poisoning Attack Detection Scheme Based on Generative Adversarial Network for Federated Learning
- - TPDS 2023: Dap-FL: Federated Learning Flourishes by Adaptive Tuning and Secure Aggregation
- - Computers & Security 2023: PPT: A Privacy-preserving Global Model Training Protocol for Federated Learning in P2P Networks
- - TrustCom 2022: LLDP: A Layer-wise Local Differential Privacy in Federated Learning
- - ISC 2022: CFL: Cluster Federated Learning in Large-scale Peer-to-peer Networks
- - MSN 2022: QP-LDP for Better Global Model Performance in Federated Learning
Research Experience
- From 2022 to 2024, he was a Visiting Research Fellow with iTrust, Singapore University of Technology and Design, Singapore.
Education
- In 2016, Qian Chen received the B.S. degree in mathematics from Xi’an Jiaotong University, China; in 2024, he received the Ph.D. degree in Cyberspace Security from Xidian University, China.
Background
- Research Interests: federated learning, applied cryptography, privacy preservation, and poisoning attacks. Brief Introduction: Dr. Qian Chen is currently a Jingying Associate Professor at Xidian University, Xi'an, China.
