Disen Lan
- TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting
2025/01/22 by Yifan Hu, Hu, Yifan, Guibin Zhang +15 · 14 citations
Computer Science · #Data Management and Algorithms #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
- MoM: Linear Sequence Modeling with Mixture-of-Memories
2025/02/19 by Jusen Du, Weigao Sun, Du, Jusen +7 · 1 voice · 8 citations
#cs.CL #cs.AI #cs.LG
- Liger: Linearizing Large Language Models to Gated Recurrent Structures
2025/03/03 by Disen Lan, Weigao Sun, Lan, Disen +7 · 5 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- Comba: Improving Bilinear RNNs with Closed-loop Control
2025/06/03 by Jiaxi Hu, Yongqi Pan, Hu, Jiaxi +12 · 2 citations
Computer Science · #Topic Modeling #Neural Networks and Applications #Adversarial Robustness in Machine Learning
- Time-SSM: Simplifying and Unifying State Space Models for Time Series Forecasting
2024/05/25 by Jiaxi Hu, Disen Lan, Hu, Jiaxi +7 · 1 citation
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
- LASP-2: Rethinking Sequence Parallelism for Linear Attention and Its Hybrid
2025/02/11 by Weigao Sun, Sun, Weigao, Disen Lan +7 · 2 citations
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Parallel Computing and Optimization Techniques