Lan, Disen

1. TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting
   2025/01/22 by Yifan Hu, Guibin Zhang, Hu, Yifan +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
2. MoM: Linear Sequence Modeling with Mixture-of-Memories
   2025/02/19 by Jusen Du, Weigao Sun, Du, Jusen +7 · 1 voice · 9 citations
   #cs.CL #cs.AI #cs.LG
3. Liger: Linearizing Large Language Models to Gated Recurrent Structures
   2025/03/03 by Disen Lan, Lan, Disen, Weigao Sun +7 · 5 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling
4. Speed Always Wins: A Survey on Efficient Architectures for Large Language Models
   2025/08/13 by Sun, Weigao, Hu, Jiaxi, Zhou, Yucheng +12 · 5 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
5. 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
6. Time-SSM: Simplifying and Unifying State Space Models for Time Series Forecasting
   2024/05/25 by Jiaxi Hu, Hu, Jiaxi, Disen Lan +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
7. 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