Zikai Zhang

According to our database, Zikai Zhang authored at least 11 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Fed-HeLLo: Efficient Federated Foundation Model Fine-Tuning With Heterogeneous LoRA Allocation.

Zikai Zhang, Ping Liu, Jiahao Xu, Rui Hu

IEEE Trans. Neural Networks Learn. Syst., October, 2025

FlowerTune: A Cross-Domain Benchmark for Federated Fine-Tuning of Large Language Models.

Yan Gao, Massimo Roberto Scamarcia, Javier Fernández-Marqués, Mohammad Naseri, Chong Shen Ng, Dimitris Stripelis, Zexi Li, Tao Shen, Jiamu Bai, Daoyuan Chen, Zikai Zhang, Rui Hu, Inseo Song, Lee KangYoon, Hong Jia, Ting Dang, Junyan Wang, Zheyuan Liu, Daniel J. Beutel, Lingjuan Lyu, Nicholas D. Lane

CoRR, June, 2025

Traceable Black-box Watermarks for Federated Learning.

Jiahao Xu, Rui Hu, Olivera Kotevska, Zikai Zhang

CoRR, May, 2025

Detecting Backdoor Attacks in Federated Learning via Direction Alignment Inspection.

Jiahao Xu, Zikai Zhang, Rui Hu

CoRR, March, 2025

Identify Backdoored Model in Federated Learning via Individual Unlearning.

Jiahao Xu, Zikai Zhang, Rui Hu

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

Achieving Byzantine-Resilient Federated Learning via Layer-Adaptive Sparsified Model Aggregation.

Jiahao Xu, Zikai Zhang, Rui Hu

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

2024

Fed-piLot: Optimizing LoRA Assignment for Efficient Federated Foundation Model Fine-Tuning.

Zikai Zhang, Jiahao Xu, Ping Liu, Rui Hu

CoRR, 2024

Federated Learning for Smart Grid: A Survey on Applications and Potential Vulnerabilities.

Zikai Zhang, Suman Rath, Jiaohao Xu, Tingsong Xiao

CoRR, 2024

2023

Byzantine-Robust Federated Learning with Variance Reduction and Differential Privacy.

Zikai Zhang, Rui Hu

Proceedings of the IEEE Conference on Communications and Network Security, 2023

2022

Global-local Feature Aggregation for Event-based Object Detection on EventKITTI.

Zichen Liang, Hu Cao, Chu Yang, Zikai Zhang, Guang Chen

Proceedings of the IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2022

2021

Distractor-Aware Fast Tracking via Dynamic Convolutions and MOT Philosophy.

Zikai Zhang, Bineng Zhong, Shengping Zhang, Zhenjun Tang, Xin Liu, Zhaoxiang Zhang

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021