Xuchao Zhang
- Domain Specialization as the Key to Make Large Language Models Disruptive: A Comprehensive Survey
2023/05/30 by Chen Ling, Ling, Chen, Xujiang Zhao +41 · 29 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- Automatic Root Cause Analysis via Large Language Models for Cloud Incidents
2023/05/25 by Yinfang Chen, Chen, Yinfang, Huaibing Xie +31 · 23 citations
Computer Science · Decision Sciences · #Software System Performance and Reliability #Data Quality and Management #Cloud Data Security Solutions
- Building AI Agents for Autonomous Clouds: Challenges and Design Principles
2024/07/16 by Manish Shetty, Shetty, Manish, Yinfang Chen +23 · 1 voice · 9 citations
Computer Science · #Cloud Computing and Resource Management #cs.AI #cs.DC #cs.SE
- Exploring LLM-based Agents for Root Cause Analysis
2024/03/07 by Devjeet Roy, Xuchao Zhang, Roy, Devjeet +11 · 20 citations
Computer Science · Decision Sciences · #Advanced Computational Techniques and Applications #Advanced Decision-Making Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Risk and Safety Analysis #Software Engineering (cs.SE)
- CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models
2024/06/10 by Peng Xia, Xia, Peng, Ze Chen +45 · 17 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- Uncertainty Quantification for In-Context Learning of Large Language Models
2024/02/15 by Ling Chen, Xujiang Zhao, Ling, Chen +23 · 12 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- CREAM: Consistency Regularized Self-Rewarding Language Models
2024/10/16 by Zhaoyang Wang, Wang, Zhaoyang, Weilei He +13 · 14 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Dynamic Gaussian Mixture based Deep Generative Model For Robust Forecasting on Sparse Multivariate Time Series
2021/03/03 by Yinjun Wu, Jingchao Ni, Wu, Yinjun +17 · 3 citations
Computer Science · #Time Series Analysis and Forecasting #Machine Learning in Healthcare #Gaussian Processes and Bayesian Inference
- CARMO: Dynamic Criteria Generation for Context-Aware Reward Modelling
2024/10/28 by Shivam Shandilya, Gupta, Taneesh, Xuchao Zhang +11 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies