Zitao Li

According to our database, Zitao Li authored at least 21 papers between 2018 and 2024.

Collaborative distances:

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

2024

Performance-Based Pricing of Federated Learning via Auction.

Zitao Li, Bolin Ding, Liuyi Yao, Yaliang Li, Xiaokui Xiao, Jingren Zhou

Proc. VLDB Endow., February, 2024

Make LLMs better zero-shot reasoners: Structure-orientated autonomous reasoning.

Pengfei He, Zitao Li, Yue Xing, Yaling Li, Jiliang Tang, Bolin Ding

CoRR, 2024

On the Robustness of LDP Protocols for Numerical Attributes under Data Poisoning Attacks.

Xiaoguang Li, Zitao Li, Ninghui Li, Wenhai Sun

CoRR, 2024

A Bargaining-based Approach for Feature Trading in Vertical Federated Learning.

Yue Cui, Liuyi Yao, Zitao Li, Yaliang Li, Bolin Ding, Xiaofang Zhou

CoRR, 2024

AgentScope: A Flexible yet Robust Multi-Agent Platform.

Dawei Gao, Zitao Li, Weirui Kuang, Xuchen Pan, Daoyuan Chen, Zhijian Ma, Bingchen Qian, Liuyi Yao, Lin Zhu, Chen Cheng, Hongzhu Shi, Yaliang Li, Bolin Ding, Jingren Zhou

CoRR, 2024

VertiMRF: Differentially Private Vertical Federated Data Synthesis.

Fangyuan Zhao, Zitao Li, Xuebin Ren, Bolin Ding, Shusen Yang, Yaliang Li

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

FedBiOT: LLM Local Fine-tuning in Federated Learning without Full Model.

Feijie Wu, Zitao Li, Yaliang Li, Bolin Ding, Jing Gao

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

FederatedScope-LLM: A Comprehensive Package for Fine-tuning Large Language Models in Federated Learning.

Weirui Kuang, Bingchen Qian, Zitao Li, Daoyuan Chen, Dawei Gao, Xuchen Pan, Yuexiang Xie, Yaliang Li, Bolin Ding, Jingren Zhou

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Improving LoRA in Privacy-preserving Federated Learning.

Youbang Sun, Zitao Li, Yaliang Li, Bolin Ding

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Differentially Private Vertical Federated Clustering.

Zitao Li, Tianhao Wang, Ninghui Li

Proc. VLDB Endow., 2023

FS-Real: A Real-World Cross-Device Federated Learning Platform.

Dawei Gao, Daoyuan Chen, Zitao Li, Yuexiang Xie, Xuchen Pan, Yaliang Li, Bolin Ding, Jingren Zhou

Proc. VLDB Endow., 2023

FS-REAL: Towards Real-World Cross-Device Federated Learning.

Daoyuan Chen, Dawei Gao, Yuexiang Xie, Xuchen Pan, Zitao Li, Yaliang Li, Bolin Ding, Jingren Zhou

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

2021

Federated Matrix Factorization with Privacy Guarantee.

Zitao Li, Bolin Ding, Ce Zhang, Ninghui Li, Jingren Zhou

Proc. VLDB Endow., 2021

MGD: A Utility Metric for Private Data Publication.

Zitao Li, Trung Dang, Tianhao Wang, Ninghui Li

Proceedings of the 8th NSysS 2021: 8th International Conference on Networking, Systems and Security, Cox's Bazar, Bangladesh, December 21, 2021

Regularized Loss Minimizers with Local Data Perturbation: Consistency and Data Irrecoverability.

Zitao Li, Jean Honorio

Proceedings of the IEEE International Symposium on Information Theory, 2021

2020

Improving Frequency Estimation under Local Differential Privacy.

Milan Lopuhaä-Zwakenberg, Zitao Li, Boris Skoric, Ninghui Li

Proceedings of the WPES'20: Proceedings of the 19th Workshop on Privacy in the Electronic Society, 2020

Estimating Numerical Distributions under Local Differential Privacy.

Zitao Li, Tianhao Wang, Milan Lopuhaä-Zwakenberg, Ninghui Li, Boris Skoric

Proceedings of the 2020 International Conference on Management of Data, 2020

Locally Differentially Private Frequency Estimation with Consistency.

Tianhao Wang, Milan Lopuhaä-Zwakenberg, Zitao Li, Boris Skoric, Ninghui Li

Proceedings of the 27th Annual Network and Distributed System Security Symposium, 2020

2019

Four accuracy bounds and one estimator for frequency estimation under local differential privacy.

Milan Lopuhaä-Zwakenberg, Zitao Li, Boris Skoric, Ninghui Li

CoRR, 2019

Consistent and Accurate Frequency Oracles under Local Differential Privacy.

Tianhao Wang, Zitao Li, Ninghui Li, Milan Lopuhaä-Zwakenberg, Boris Skoric

CoRR, 2019

2018

Regularized Loss Minimizers with Local Data Obfuscation.

Zitao Li, Jean Honorio

CoRR, 2018