Send email Copy Email Address
Research Group

Xiao Zhang

My research covers topics such as adversarial machine learning, statistical machine learning and optimization. I am particularly interested in understanding the misbehavior of machine learning models against different adversaries and designing robust systems for various machine learning applications.

Head of Group

Xiao Zhang

Email

Address

Im Oberen Werk 1
66386 St. Ingbert (Germany)

Most Recent Publications

Year 2026

Conference / Medium

Annual Meeting of the Association for Computational Linguistics (ACL)

Conference / Medium

International Conference on Learning Representations (ICLR)
Non-Convex Federated Optimization under Cost-Aware Client Selection

Conference / Medium

International Conference on Learning Representations (ICLR)
FedMuon: Federated Learning with Bias-corrected LMO-based Optimization

Conference / Medium

IEEE Conference on Secure and Trustworthy Machine Learning (SaTML)
Efficient Semi-Supervised Adversarial Training via Latent Clustering-Based Data Reduction

Year 2025

Conference / Medium

Conference on Neural Information Processing Systems (NeurIPS)
GASP: Efficient Black-Box Generation of Adversarial Suffixes for Jailbreaking LLMs