Li, Zitao

1. AgentScope: A Flexible yet Robust Multi-Agent Platform
   2024/02/21 by Dawei Gao, Zitao Li, Gao, Dawei +30 · 30 citations
   Computer Science · #Multi-Agent Systems and Negotiation
2. FederatedScope-LLM: A Comprehensive Package for Fine-tuning Large Language Models in Federated Learning
   2023/09/01 by Weirui Kuang, Bingchen Qian, Kuang, Weirui +17 · 21 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
3. Improving LoRA in Privacy-preserving Federated Learning
   2024/03/18 by Youbang Sun, Zitao Li, Sun, Youbang +5 · 22 citations
   Computer Science · #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
4. FedBiOT: LLM Local Fine-tuning in Federated Learning without Full Model
   2024/06/25 by Wu, Feijie, Li, Zitao, Li, Yaliang +2 · 17 citations
   #Computation and Language (cs.CL) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
5. Perception, Reason, Think, and Plan: A Survey on Large Multimodal Reasoning Models
   2025/05/08 by Yunxin Li, Zhenyu Liu, Li, Yunxin +40 · 29 citations
   Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Speech and dialogue systems
6. Locally Differentially Private Frequency Estimation with Consistency
   2019/05/20 by Tianhao Wang, Milan Lopuhaä-Zwakenberg, Wang, Tianhao +7 · 3 citations
   Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #Data Structures and Algorithms (cs.DS) #Databases (cs.DB) #FOS: Computer and information sciences #Information Theory (cs.IT) #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
7. Estimating Numerical Distributions under Local Differential Privacy
   2019/12/02 by Li, Zitao, Wang, Tianhao, Lopuhaä-Zwakenberg, Milan +2 · 3 citations
   #Cryptography and Security (cs.CR) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. FS-Real: Towards Real-World Cross-Device Federated Learning
   2023/03/23 by Daoyuan Chen, Dawei Gao, Chen, Daoyuan +13 · 3 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques #Stochastic Gradient Optimization Techniques
9. Talk to Right Specialists: Iterative Routing in Multi-agent Systems for Question Answering
   2025/01/14 by Fan Wu, Wu, Feijie, Zitao Li +9 · 6 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA) #Service-Oriented Architecture and Web Services
10. VerIPO: Cultivating Long Reasoning in Video-LLMs via Verifier-Gudied Iterative Policy Optimization
    2025/05/25 by Yunxin Li, Li, Yunxin, Xinyu Chen +13 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Reinforcement Learning in Robotics
11. On the Robustness of LDP Protocols for Numerical Attributes under Data Poisoning Attacks
    2024/03/28 by Li, Xiaoguang, Li, Zitao, Li, Ninghui +1 · 1 citation
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
12. AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications
    2025/08/22 by Gao, Dawei, Li, Zitao, Xie, Yuexiang +20 · 5 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
13. Beyond Data Privacy: New Privacy Risks for Large Language Models
    2025/09/16 by Du, Yuntao, Li, Zitao, Li, Ninghui +1 · 3 citations
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
14. Make LLMs better zero-shot reasoners: Structure-orientated autonomous reasoning
    2024/10/18 by He, Pengfei, Li, Zitao, Xing, Yue +3 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
15. Efficient Leave-one-out Approximation in LLM Multi-agent Debate Based on Introspection
    2025/05/28 by Yue Cui, Liuyi Yao, Cui, Yue +9 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA) #Multimodal Machine Learning Applications #Topic Modeling
16. VertiMRF: Differentially Private Vertical Federated Data Synthesis
    2024/06/27 by Fangyuan Zhao, Zitao Li, Zhao, Fangyuan +9 · 1 citation
    Computer Science · Decision Sciences · #Privacy-Preserving Technologies in Data #Cryptography and Data Security #Data Quality and Management