Xujiang Zhao
- Domain Specialization as the Key to Make Large Language Models Disruptive: A Comprehensive Survey
2023/05/30 by Chen Ling, Xujiang Zhao, Ling, Chen +41 · 27 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- RETRIEVE: Coreset Selection for Efficient and Robust Semi-Supervised\n Learning
2021/06/14 by Krishnateja Killamsetty, Xujiang Zhao, Killamsetty, Krishnateja +5 · 7 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Infrastructure Maintenance and Monitoring #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Uncertainty Quantification for In-Context Learning of Large Language Models
2024/02/15 by Ling Chen, Ling, Chen, Xujiang Zhao +23 · 10 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- MixLLM: Dynamic Routing in Mixed Large Language Models
2025/02/09 by Xinyuan Wang, Yanchi Liu, Wang, Xinyuan +13 · 17 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #N/A #Natural Language Processing Techniques #Topic Modeling
- Decoding Time Series with LLMs: A Multi-Agent Framework for Cross-Domain Annotation
2024/10/22 by Minhua Lin, Zhengzhang Chen, Lin, Minhua +15 · 8 citations
Computer Science · #Advanced Database Systems and Queries #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies #Time Series Analysis and Forecasting
- Multidimensional Uncertainty-Aware Evidential Neural Networks
2020/12/26 by Yibo Hu, Hu, Yibo, Yuzhe Ou +7 · 2 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrastructure Maintenance and Monitoring #Machine Learning (cs.LG)
- Pruning as a Domain-specific LLM Extractor
2024/05/10 by Nan Zhang, Yanchi Liu, Zhang, Nan +13 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques
- PrivacyMind: Large Language Models Can Be Contextual Privacy Protection Learners
2023/10/03 by Yijia Xiao, Xiao, Yijia, Yiqiao Jin +22 · 2 citations
Computer Science · #Privacy-Preserving Technologies in Data
- SAUP: Situation Awareness Uncertainty Propagation on LLM Agent
2024/12/02 by Q. C. Zhao, Zhao, Qiwei, Xujiang Zhao +17 · 2 citations
Engineering · Computer Science · #Robotics and Automated Systems #Anomaly Detection Techniques and Applications #Service-Oriented Architecture and Web Services