Runhua Xu
Scholar

Runhua Xu

Google Scholar ID: tst3wGMAAAAJ
Beihang University | former RSM@IBM Research
privacy-enhancing tech.security/privacy in AI/MLapplied cryptoblockchain
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
1,491
 
H-index
16
 
i10-index
21
 
Publications
20
 
Co-authors
38
list available
Contact
Emailrunhua@buaa.edu.cnCVOpen ↗GitHubOpen ↗LinkedInOpen ↗
Publications
6 items
FRoD: Full-Rank Efficient Fine-Tuning with Rotational Degrees for Fast Convergence
2025
Cited
0
DeFeed: Secure Decentralized Cross-Contract Data Feed in Web 3.0 for Connected Autonomous Vehicles
2025
Cited
0
Sparsification Under Siege: Defending Against Poisoning Attacks in Communication-Efficient Federated Learning
2025
Cited
0
Privacy-Preserving Federated Embedding Learning for Localized Retrieval-Augmented Generation
2025
Cited
0
Dual Defense: Enhancing Privacy and Mitigating Poisoning Attacks in Federated Learning
2025
Cited
0
TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning
IEEE Transactions on Dependable and Secure Computing · 2024
Cited
3
Resume (English only)
Background
  • Areas of Specialization: Privacy Enhancing Technologies, Federated Learning, Privacy-Preserving Collaborative Learning, Applied Crypto, Blockchain, Access Control, Security and Privacy Issues in Edge/Cloud Computing.
Co-authors
38 total
James Joshi
James Joshi
Professor, SCI, University of Pittsburgh
Chao Li
Chao Li
Beijing Jiaotong University | University of Pittsburgh
Ali Anwar
Ali Anwar
Assistant Professor, University of Minnesota
Heiko Ludwig
Heiko Ludwig
Research Manager, IBM Research
Yi Zhou
Yi Zhou
Research Staff Member, IBM Research
Nathalie Baracaldo
Nathalie Baracaldo
IBM Almaden Research Center, Senior Research Staff Member, Ph.D.
Balaji Palanisamy
Balaji Palanisamy
Associate Professor, School of Computing and Information, University of Pittsburgh
Bo Lang
Bo Lang
BUAA