Chen, Huiyuan
- LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning
2024/01/02 by Hongye Jin, Jin, Hongye, Xiaotian Han +13 · 17 citations
Computer Science · #Handwritten Text Recognition Techniques #Natural Language Processing Techniques #Machine Learning and Algorithms
- Discrete-state Continuous-time Diffusion for Graph Generation
2024/05/19 by Zhe Xu, Ruizhong Qiu, Xu, Zhe +15 · 13 citations
Computer Science · #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques #Neural Networks and Reservoir Computing
- RPMixer: Shaking Up Time Series Forecasting with Random Projections for Large Spatial-Temporal Data
2024/02/16 by Yeh, Chin-Chia Michael, Fan, Yujie, Dai, Xin +9 · 6 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Toward a Foundation Model for Time Series Data
2023/10/05 by Chin‐Chia Michael Yeh, Yeh, Chin-Chia Michael, Xin Dai +19 · 3 citations
Computer Science · #Time Series Analysis and Forecasting
- Embedding Compression with Hashing for Efficient Representation Learning in Large-Scale Graph
2022/08/11 by Chin‐Chia Michael Yeh, Mengting Gu, Yeh, Chin-Chia Michael +15 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Caching and Content Delivery #Databases (cs.DB) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)
- Federated Few-shot Learning
2023/06/17 by Wang, Song, Fu, Xingbo, Ding, Kaize +3 · 1 citation
#Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- Context-aware Domain Adaptation for Time Series Anomaly Detection
2023/04/15 by Kwei-Herng Lai, Lai, Kwei-Herng, Lan Wang +10 · 1 citation
Computer Science · Medicine · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
- THeGCN: Temporal Heterophilic Graph Convolutional Network
2024/12/21 by Yan, Yuchen, Chen, Yuzhong, Chen, Huiyuan +6 · 2 citations
#FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- Understanding and Mitigating Memorization in Diffusion Models for Tabular Data
2024/12/15 by Fang, Zhengyu, Huiyuan Chen, Jiang, Zhimeng +5 · 2 citations
Computer Science · #Music and Audio Processing #Advanced Database Systems and Queries #Neural Networks and Applications
- Sketching Multidimensional Time Series for Fast Discord Mining
2023/11/05 by Yeh, Chin-Chia Michael, Zheng, Yan, Pan, Menghai +7 · 1 citation
#Artificial Intelligence (cs.AI) #Databases (cs.DB) #FOS: Computer and information sciences
- An Efficient Content-based Time Series Retrieval System
2023/10/05 by Yeh, Chin-Chia Michael, Chen, Huiyuan, Dai, Xin +9 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- Error-bounded Approximate Time Series Joins Using Compact Dictionary Representations of Time Series
2021/12/24 by Yeh, Chin-Chia Michael, Zheng, Yan, Wang, Junpeng +4 · 1 citation
#Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- SimAug: Enhancing Recommendation with Pretrained Language Models for Dense and Balanced Data Augmentation
2025/05/03 by Yuying Zhao, Xiaodong Yang, Zhao, Yuying +10 · 2 citations
Computer Science · #Recommender Systems and Techniques #Machine Learning in Healthcare #Topic Modeling
- Large Generative Graph Models
2024/06/07 by Yu Wang, Ryan A. Rossi, Wang, Yu +15 · 1 citation
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)
- Recent Developments in GNNs for Drug Discovery
2025/06/02 by Zhengyu Fang, Fang, Zhengyu, Xiaoge Zhang +9 · 2 citations
Computer Science · #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Quantitative Methods (q-bio.QM)
- Towards Efficient Large Scale Spatial-Temporal Time Series Forecasting via Improved Inverted Transformers
2025/03/13 by Sun, Jiarui, Yeh, Chin-Chia Michael, Fan, Yujie +10 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)