TF-Attention-Net: An End To End Neural Network For Singing Voice Separation. - Tingle Li; Jiawei Chen; Haowen Hou; Ming Li (CoRR, 2019)

Sams-Net: A Sliced Attention-based Neural Network for Music Source Separation. - Tingle Li; Jiawei Chen; Haowen Hou; Ming Li 026 (ISCSLP, 2021)

Multimodal Product Identification: Submission to Watch and Buy 2021 Challenge. - Jun Peng; Su Feng; Ya Wang; Haowen Hou; Fengzong Lian; Zhanhui Kang (WAB @ ACM Multimedia, 2021)

BagFormer: Better Cross-Modal Retrieval via bag-wise interaction. - Haowen Hou; Xiaopeng Yan; Yigeng Zhang; Fengzong Lian; Zhanhui Kang (CoRR, 2022)

Event-Based Bias Correction of the GPM IMERG V06 Product by Random Forest Method over Mainland China. - Zhenyu Liu 006; Haowen Hou; Lanhui Zhang; Bin Hu 001 (Remote. Sens., 2022)

RWKV: Reinventing RNNs for the Transformer Era. - Bo Peng; Eric Alcaide; Quentin Anthony; Alon Albalak; Samuel Arcadinho; Stella Biderman; Huanqi Cao; Xin Cheng; Michael Chung; Leon Derczynski; Xingjian Du; Matteo Grella; et al. (EMNLP (Findings), 2023)

RWKV: Reinventing RNNs for the Transformer Era. - Bo Peng; Eric Alcaide; Quentin Anthony; Alon Albalak; Samuel Arcadinho; Huanqi Cao; Xin Cheng; Michael Chung; Matteo Grella; Kranthi Kiran G. V.; Xuzheng He; Haowen Hou; et al. (CoRR, 2023)

Revisit Human-Scene Interaction via Space Occupancy. - Xinpeng Liu 002; Haowen Hou; Yanchao Yang 001; Yong-Lu Li 001; Cewu Lu (ECCV (50), 2024)

RWKV-TS: Beyond Traditional Recurrent Neural Network for Time Series Tasks. - Haowen Hou; F. Richard Yu (CoRR, 2024)

Eagle and Finch: RWKV with Matrix-Valued States and Dynamic Recurrence. - Bo Peng; Daniel Goldstein; Quentin Anthony; Alon Albalak; Eric Alcaide; Stella Biderman; Eugene Cheah; Xingjian Du; Teddy Ferdinan; Haowen Hou; Przemyslaw Kazienko; Kranthi Kiran GV; et al. (CoRR, 2024)

Enhancing and Accelerating Large Language Models via Instruction-Aware Contextual Compression. - Haowen Hou; Fei Ma 006; Binwen Bai; Xinxin Zhu; Fei Richard Yu (CoRR, 2024)

VisualRWKV-HD and UHD: Advancing High-Resolution Processing for Visual Language Models. - Zihang Li; Haowen Hou (CoRR, 2024)

BagFormer: Better cross-modal retrieval via bag-wise interaction. - Haowen Hou; Xiaopeng Yan; Yigeng Zhang (Eng. Appl. Artif. Intell., 2024)

VisualRWKV: Exploring Recurrent Neural Networks for Visual Language Models. - Haowen Hou; Peigen Zeng; Fei Ma 006; Fei Richard Yu (COLING, 2025)

ImDy: Human Inverse Dynamics from Imitated Observations. - Xinpeng Liu 002; Junxuan Liang; Zili Lin; Haowen Hou; Yong-Lu Li 001; Cewu Lu (ICLR, 2025)

VisualRWKV-HM: Enhancing linear visual-language models via hybrid mixing. - Haowen Hou; Fei Ma 006; Zihang Li; Fei Richard Yu (Inf. Fusion, 2025)

MLLM-TA: Leveraging Multimodal Large Language Models for Precise Temporal Video Grounding. - Yi Liu 081; Haowen Hou; Fei Ma 006; Shiguang Ni; Fei Richard Yu (IEEE Signal Process. Lett., 2025)

RWKV-UI: UI Understanding with Enhanced Perception and Reasoning. - Jiaxi Yang; Haowen Hou (CoRR, 2025)

Delta-WKV: A Novel Meta-in-Context Learner for MRI Super-Resolution. - Rongchang Lu; Bingcheng Liao; Haowen Hou; Jiahang Lv; Xin Hai (CoRR, 2025)

RWKV-7 "Goose" with Expressive Dynamic State Evolution. - Bo Peng; Ruichong Zhang; Daniel Goldstein; Eric Alcaide; Xingjian Du; Haowen Hou; Jiaju Lin; Jiaxing Liu; Janna Lu; William Merrill; Guangyu Song; Kaifeng Tan; et al. (CoRR, 2025)

RWKV-X: A Linear Complexity Hybrid Language Model. - Haowen Hou; Zhiyi Huang; Kaifeng Tan; Rongchang Lu; Fei Richard Yu (CoRR, 2025)

SceneRAG: Scene-level Retrieval-Augmented Generation for Video Understanding. - Nianbo Zeng; Haowen Hou; Fei Richard Yu; Si Shi; Ying Tiffany He (CoRR, 2025)