Hou, Haowen

1. RWKV: Reinventing RNNs for the Transformer Era
   2023/05/22 by Bo Peng, Eric Alcaide, Peng, Bo +71 · 2 voices · 108 citations
   Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Topic Modeling #cs.AI #cs.CL
2. Eagle and Finch: RWKV with Matrix-Valued States and Dynamic Recurrence
   2024/04/08 by Peng, Bo, Goldstein, Daniel, Anthony, Quentin +27 · 22 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
3. RWKV-7 "Goose" with Expressive Dynamic State Evolution
   2025/03/18 by Peng, Bo, Zhang, Ruichong, Goldstein, Daniel +15 · 34 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.0 #I.2.7 #Machine Learning (cs.LG)
4. Revisit Human-Scene Interaction via Space Occupancy
   2023/12/05 by Liu, Xinpeng, Hou, Haowen, Yang, Yanchao +2 · 3 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
5. RWKV-TS: Beyond Traditional Recurrent Neural Network for Time Series Tasks
   2024/01/17 by Hou, Haowen, Yu, F. Richard · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. VisualRWKV: Exploring Recurrent Neural Networks for Visual Language Models
   2024/06/19 by Hou, Haowen, Zeng, Peigen, Ma, Fei +1 · 1 citation
   #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Enhancing and Accelerating Large Language Models via Instruction-Aware Contextual Compression
   2024/08/28 by Haowen Hou, Hou, Haowen, Fei Ma +7 · 1 citation
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
8. RWKV-X: A Linear Complexity Hybrid Language Model
   2025/04/30 by Hou, Haowen, Huang, Zhiyi, K.S. Tan +5 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
9. Delta-WKV: A Novel Meta-in-Context Learner for MRI Super-Resolution
   2025/02/28 by Lu, Rongchang, Liao, Bingcheng, Hou, Haowen +2 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #I.4.9 #Image and Video Processing (eess.IV) #electronic engineering #information engineering