Selected Publications 📝
VisualRWKV: Exploring Recurrent Neural Networks for Visual Language Models
Haowen Hou and Peigen Zeng and Fei Ma and Fei Richard Yu
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
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
BagFormer: Better cross-modal retrieval via bag-wise interaction
Haowen Hou, Xiaopeng Yan, Yigeng Zhang
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
Other Publications 📚
arXivRWKV-TS: Beyond Traditional Recurrent Neural Network for Time Series Tasks Haowen Hou, Fei Ma, Binwen Bai, Xinxin Zhu, Fei YuarXivEnhancing and Accelerating Large Language Models via Instruction-Aware Contextual Compression Haowen Hou, F. Richard YuISCSLP 2021Sams-Net: A Sliced Attention-based Neural Network for Music Source Separation, Tingle Li, Jiawei Chen, Haowen Hou, Ming LiAAAI 2021 WorkshopMultimodal Product Identification: Submission to Watch and Buy 2021 Challenge, Jun Peng, Su Feng, Ya Wang, Haowen Hou, et al.