Liuyi Yao

1. A Survey on Causal Inference
   2020/02/05 by Liuyi Yao, Yao, Liuyi, Zhixuan Chu +9 · 23 citations
   Mathematics · Computer Science · #Advanced Causal Inference Techniques #Bayesian Modeling and Causal Inference #Statistical Methods and Inference
2. AgentScope: A Flexible yet Robust Multi-Agent Platform
   2024/02/21 by Dawei Gao, Zitao Li, Gao, Dawei +30 · 27 citations
   Computer Science · #Multi-Agent Systems and Negotiation
3. Safety Layers in Aligned Large Language Models: The Key to LLM Security
   2024/08/30 by Li Shen, Liuyi Yao, Li, Shen +5 · 33 citations
   Computer Science · Decision Sciences · #Privacy-Preserving Technologies in Data #Data Quality and Management #Cloud Data Security Solutions
4. FederatedScope: A Flexible Federated Learning Platform for Heterogeneity
   2022/04/11 by Yuexiang Xie, Zhen Wang, Xie, Yuexiang +15 · 5 citations
   Computer Science · #Advanced Data Storage Technologies #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
5. When to Trust LLMs: Aligning Confidence with Response Quality
   2024/04/26 by Shuchang Tao, Liuyi Yao, Tao, Shuchang +15 · 8 citations
   Computer Science · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Law, AI, and Intellectual Property #Privacy-Preserving Technologies in Data
6. FederatedScope-GNN: Towards a Unified, Comprehensive and Efficient Package for Federated Graph Learning
   2022/04/12 by Zhen Wang, Weirui Kuang, Wang, Zhen +11 · 2 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
7. Efficient Personalized Federated Learning via Sparse Model-Adaptation
   2023/05/04 by Daoyuan Chen, Liuyi Yao, Chen, Daoyuan +7 · 2 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques
8. The Synergy between Data and Multi-Modal Large Language Models: A Survey from Co-Development Perspective
   2024/07/11 by Zhentao Qin, Daoyuan Chen, Qin, Zhen +13 · 2 citations
   Computer Science · #Topic Modeling
9. Agentic Memory: Learning Unified Long-Term and Short-Term Memory Management for Large Language Model Agents
   2026/01/05 by Yi Yu, Liuyi Yao, Yuexiang Xie +4 · 3 citations
   #cs.CL
10. Efficient Leave-one-out Approximation in LLM Multi-agent Debate Based on Introspection
    2025/05/28 by Yue Cui, Cui, Yue, Liuyi Yao +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
11. Enhancing Tool Learning in Large Language Models with Hierarchical Error Checklists
    2025/05/28 by Yue Cui, Liuyi Yao, Cui, Yue +11 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling