PSPO: Prompt-Level Prioritization and Experience-Weighted Smoothing for Efficient Policy Optimization
Xinxin Zhu, Haowen Hou, Ruichong Zhang, Nianbo Zeng, Yulin Peng, Jiongfeng Fang, Fei Yu, Ying Tiffany He

Code | Paper

VisualRWKV-HM: Enhancing linear visual-language models via hybrid mixing
Haowen Hou, Fei Ma, Zihang Li, Fei Richard Yu

Code | Paper

VisualRWKV: Exploring Recurrent Neural Networks for Visual Language Models
Haowen Hou and Peigen Zeng and Fei Ma and Fei Richard Yu

Code | Paper | Video | BibTeX

RWKV-7 “Goose” with Expressive Dynamic State Evolution
Bo Peng, Ruichong Zhang, Daniel Goldstein, Eric Alcaide, Haowen Hou，et al.

Paper | HuggingFace | Code

RWKV-UI: UI Understanding with Enhanced Perception and Reasoning
Jiaxi Yang, Haowen Hou

Paper

MLLM-TA: Leveraging Multimodal Large Language Models for Precise Temporal Video Grounding
Yi Liu, Haowen Hou(co-first author), Fei Ma, Shiguang Ni, Fei Richard Yu

Paper

BagFormer: Better cross-modal retrieval via bag-wise interaction
Haowen Hou, Xiaopeng Yan, Yigeng Zhang

Paper

Eagle and Finch: RWKV with Matrix-Valued States and Dynamic Recurrence
Bo Peng, Eric Alcaide, Quentin Anthony, …, Haowen Hou, et al.

Paper | HuggingFace | Code

RWKV: Reinventing RNNs for the Transformer Era
Bo Peng, Eric Alcaide, Quentin Anthony, …, Haowen Hou, et al.

Paper | HuggingFace | Code