Zhengzhang Chen
- 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 · 24 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- Structural Temporal Graph Neural Networks for Anomaly Detection in Dynamic Graphs
2020/05/15 by Lei Cai, Cai, Lei, Zhengzhang Chen +11 · 5 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Network Security and Intrusion Detection #Social and Information Networks (cs.SI)
- MixLLM: Dynamic Routing in Mixed Large Language Models
2025/02/09 by Xinyuan Wang, Wang, Xinyuan, Yanchi Liu +13 · 14 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
- 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
- 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
- Hierarchical Graph Neural Networks for Causal Discovery and Root Cause Localization
2023/02/03 by Dongjie Wang, Zhengzhang Chen, Wang, Dongjie +11 · 3 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Advanced Graph Neural Networks #Machine Learning in Bioinformatics
- Beyond the Permutation Symmetry of Transformers: The Role of Rotation for Model Fusion
2025/02/01 by Binchi Zhang, Zaiyi Zheng, Zhang, Binchi +5 · 4 citations
Physics and Astronomy · #Astro and Planetary Science #Cold Atom Physics and Bose-Einstein Condensates
- GLAD: Content-aware Dynamic Graphs For Log Anomaly Detection
2023/09/12 by Yufei Li, Yanchi Liu, Li, Yufei +15 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Software System Performance and Reliability
- LEMMA-RCA: A Large Multi-modal Multi-domain Dataset for Root Cause Analysis
2024/06/08 by Lecheng Zheng, Zheng, Lecheng, Zhengzhang Chen +9 · 1 citation
Computer Science · Engineering · #Seismology and Earthquake Studies #Drilling and Well Engineering