Yiyuan Yang

1. Dual-Personalizing Adapter for Federated Foundation Models
   2024/03/28 by Yiyuan Yang, Guodong Long, Yang, Yiyuan +7 · 13 citations
   Computer Science · #Advanced Database Systems and Queries #Data Management and Algorithms #Distributed and Parallel Computing Systems
2. A Survey on Diffusion Models for Time Series and Spatio-Temporal Data
   2024/04/29 by Yiyuan Yang, Ming Jin, Yang, Yiyuan +21 · 12 citations
   Computer Science · #Time Series Analysis and Forecasting
3. Time-MQA: Time Series Multi-Task Question Answering with Context Enhancement
   2025/02/26 by Yaxuan Kong, Yiyuan Yang, Kong, Yaxuan +13 · 19 citations
   Computer Science · #Time Series Analysis and Forecasting #Anomaly Detection Techniques and Applications #Seismology and Earthquake Studies
4. PatchAD: A Lightweight Patch-based MLP-Mixer for Time Series Anomaly Detection
   2024/01/18 by Zhijie Zhong, Zhong, Zhijie, Zhiwen Yu +7 · 4 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Time Series Analysis and Forecasting #Data Visualization and Analytics
5. Federated Low-Rank Adaptation for Foundation Models: A Survey
   2025/05/16 by Yiyuan Yang, Guodong Long, Yang, Yiyuan +9 · 5 citations
   Computer Science · Engineering · #Computer Graphics and Visualization Techniques #FOS: Computer and information sciences #Lattice Boltzmann Simulation Studies #Machine Learning (cs.LG)
6. Achieving Time Series Reasoning Requires Rethinking Model Design, Tasks Formulation, and Evaluation
   2025/02/03 by Yaxuan Kong, Kong, Yaxuan, Yiyuan Yang +17 · 3 citations
   Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies
7. DACAD: Domain Adaptation Contrastive Learning for Anomaly Detection in Multivariate Time Series
   2025/05/13 by Zahra Zamanzadeh Darban, Yiyuan Yang, Geoffrey I. Webb +5 · 2 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Network Security and Intrusion Detection #Time Series Analysis and Forecasting