Regularized Loss Minimizers with Local Data Obfuscation. - Zitao Li; Jean Honorio (CoRR, 2018)

Consistent and Accurate Frequency Oracles under Local Differential Privacy. - Tianhao Wang 001; Zitao Li; Ninghui Li; Milan Lopuhaä-Zwakenberg; Boris Skoric (CoRR, 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)

Locally Differentially Private Frequency Estimation with Consistency. - Tianhao Wang 001; Milan Lopuhaä-Zwakenberg; Zitao Li; Boris Skoric; Ninghui Li (NDSS, 2020)

Estimating Numerical Distributions under Local Differential Privacy. - Zitao Li; Tianhao Wang 001; Milan Lopuhaä-Zwakenberg; Ninghui Li; Boris Skoric (SIGMOD Conference, 2020)

Improving Frequency Estimation under Local Differential Privacy. - Milan Lopuhaä-Zwakenberg; Zitao Li; Boris Skoric; Ninghui Li (WPES@CCS, 2020)

Regularized Loss Minimizers with Local Data Perturbation: Consistency and Data Irrecoverability. - Zitao Li; Jean Honorio (ISIT, 2021)

MGD: A Utility Metric for Private Data Publication. - Zitao Li; Trung Dang 001; Tianhao Wang 001; Ninghui Li (NSysS, 2021)

Federated Matrix Factorization with Privacy Guarantee. - Zitao Li; Bolin Ding; Ce Zhang 001; Ninghui Li; Jingren Zhou 001 (Proc. VLDB Endow., 2021)

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 001 (KDD, 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 001 (Proc. VLDB Endow., 2023)

Differentially Private Vertical Federated Clustering. - Zitao Li; Tianhao Wang 001; Ninghui Li (Proc. VLDB Endow., 2023)

Improving LoRA in Privacy-preserving Federated Learning. - Youbang Sun; Zitao Li; Yaliang Li; Bolin Ding (ICLR, 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 001 (KDD, 2024)

FedBiOT: LLM Local Fine-tuning in Federated Learning without Full Model. - Feijie Wu; Zitao Li; Yaliang Li; Bolin Ding; Jing Gao 004 (KDD, 2024)

VertiMRF: Differentially Private Vertical Federated Data Synthesis. - Fangyuan Zhao; Zitao Li; Xuebin Ren; Bolin Ding; Shusen Yang; Yaliang Li (KDD, 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; et al. (CoRR, 2024)

A Bargaining-based Approach for Feature Trading in Vertical Federated Learning. - Yue Cui 001; Liuyi Yao; Zitao Li; Yaliang Li; Bolin Ding; Xiaofang Zhou 001 (CoRR, 2024)

Make LLMs better zero-shot reasoners: Structure-orientated autonomous reasoning. - Pengfei He; Zitao Li; Yue Xing 002; Yaling Li; Jiliang Tang; Bolin Ding (CoRR, 2024)

Performance-Based Pricing of Federated Learning via Auction. - Zitao Li; Bolin Ding; Liuyi Yao; Yaliang Li; Xiaokui Xiao; Jingren Zhou 001 (Proc. VLDB Endow., 2024)

A Bargaining-Based Approach for Feature Trading in Vertical Federated Learning. - Yue Cui 001; Liuyi Yao; Zitao Li; Yaliang Li; Keqin Zhong; Bingyi Liu; Bolin Ding; Xiaofang Zhou 001 (ICDE, 2025)

On the Robustness of LDP Protocols for Numerical Attributes under Data Poisoning Attacks. - Xiaoguang Li; Zitao Li; Ninghui Li; Wenhai Sun (NDSS, 2025)

Talk to Right Specialists: Routing and Planning in Multi-agent System for Question Answering. - Feijie Wu; Zitao Li; Fei Wei; Yaliang Li; Bolin Ding; Jing Gao 004 (CoRR, 2025)

KIMAs: A Configurable Knowledge Integrated Multi-Agent System. - Zitao Li; Fei Wei; Yuexiang Xie; Dawei Gao; Weirui Kuang; Zhijian Ma; Bingchen Qian; Yaliang Li; Bolin Ding (CoRR, 2025)

Perception, Reason, Think, and Plan: A Survey on Large Multimodal Reasoning Models. - Yunxin Li; Zhenyu Liu; Zitao Li; Xuanyu Zhang; Zhenran Xu; Xinyu Chen 003; Haoyuan Shi; Shenyuan Jiang; Xintong Wang 001; Jifang Wang; Shouzheng Huang; Xinping Zhao; et al. (CoRR, 2025)

Automated Profile Inference with Language Model Agents. - Yuntao Du 002; Zitao Li; Bolin Ding; Yaliang Li; Hanshen Xiao; Jingren Zhou 001; Ninghui Li (CoRR, 2025)

VerIPO: Cultivating Long Reasoning in Video-LLMs via Verifier-Gudied Iterative Policy Optimization. - Yunxin Li; Xinyu Chen 003; Zitao Li; Zhenyu Liu; Longyue Wang; Wenhan Luo; Baotian Hu; Min Zhang 005 (CoRR, 2025)

Efficient Leave-one-out Approximation in LLM Multi-agent Debate Based on Introspection. - Yue Cui 001; Liuyi Yao; Zitao Li; Yaliang Li; Bolin Ding; Xiaofang Zhou 001 (CoRR, 2025)

Respecting Temporal-Causal Consistency: Entity-Event Knowledge Graphs for Retrieval-Augmented Generation. - Ze Yu Zhang; Zitao Li; Yaliang Li; Bolin Ding; Bryan Kian Hsiang Low (CoRR, 2025)