Xu, Shuyuan
- Language is All a Graph Needs
2023/08/14 by Ruosong Ye, Ye, Ruosong, Caiqi Zhang +7 · 31 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- OpenAGI: When LLM Meets Domain Experts
2023/04/10 by Yingqiang Ge, Wenyue Hua, Ge, Yingqiang +11 · 24 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- IDGenRec: LLM-RecSys Alignment with Textual ID Learning
2024/03/27 by Juntao Tan, Shuyuan Xu, Tan, Juntao +9 · 25 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques
- AIOS: LLM Agent Operating System
2024/03/25 by Mei, Kai, Zhu, Xi, Xu, Wujiang +7 · 24 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Operating Systems (cs.OS)
- GenRec: Large Language Model for Generative Recommendation
2023/07/02 by Jianchao Ji, Zelong Li, Ji, Jianchao +11 · 17 citations
Computer Science · #Topic Modeling #Recommender Systems and Techniques #Machine Learning in Healthcare
- AutoFlow: Automated Workflow Generation for Large Language Model Agents
2024/07/01 by Zelong Li, Li, Zelong, Shuyuan Xu +15 · 23 citations
Business, Management and Accounting · Decision Sciences · Computer Science · #Business Process Modeling and Analysis #Scientific Computing and Data Management #Semantic Web and Ontologies
- A Survey on Trustworthy Recommender Systems
2022/07/25 by Yingqiang Ge, Ge, Yingqiang, Shuchang Liu +15 · 10 citations
Computer Science · #Recommender Systems and Techniques #Cloud Computing and Resource Management #Spam and Phishing Detection
- Fairness-Aware Explainable Recommendation over Knowledge Graphs
2020/06/03 by Fu, Zuohui, Xian, Yikun, Gao, Ruoyuan +8 · 6 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Social and Information Networks (cs.SI)
- Fairness in Recommendation: Foundations, Methods and Applications
2022/05/26 by Yunqi Li, Li, Yunqi, Hanxiong Chen +11 · 5 citations
Computer Science · #Explainable Artificial Intelligence (XAI)
- LLM as OS, Agents as Apps: Envisioning AIOS, Agents and the AIOS-Agent Ecosystem
2023/12/06 by Yingqiang Ge, Ge, Yingqiang, Yujie Ren +9 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Operating Systems (cs.OS)
- AIOS Compiler: LLM as Interpreter for Natural Language Programming and Flow Programming of AI Agents
2024/05/11 by Shuyuan Xu, Zelong Li, Xu, Shuyuan +5 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Programming Languages (cs.PL) #Semantic Web and Ontologies
- UP5: Unbiased Foundation Model for Fairness-aware Recommendation
2023/05/20 by Hua, Wenyue, Ge, Yingqiang, Xu, Shuyuan +2 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- OpenP5: An Open-Source Platform for Developing, Training, and Evaluating LLM-based Recommender Systems
2023/06/19 by Shuyuan Xu, Xu, Shuyuan, Wenyue Hua +3 · 2 citations
Computer Science · Materials Science · Medicine · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Materials Science #Radiomics and Machine Learning in Medical Imaging #Topic Modeling
- Discrete Knowledge Graph Embedding based on Discrete Optimization
2021/01/13 by Li, Yunqi, Xu, Shuyuan, Liu, Bo +4 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- Counterfactual Evaluation for Explainable AI
2021/09/05 by Yingqiang Ge, Ge, Yingqiang, Shuchang Liu +15 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning in Healthcare
- Causal Inference for Recommendation: Foundations, Methods and Applications
2023/01/08 by Shuyuan Xu, Xu, Shuyuan, Jianchao Ji +9 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Information Retrieval (cs.IR)