EchoMamba4Rec: Harmonizing Bidirectional State Space Models with Spectral Filtering for Advanced Sequential Recommendation

4 June 2024

Papers citing "EchoMamba4Rec: Harmonizing Bidirectional State Space Models with Spectral Filtering for Advanced Sequential Recommendation"

7 / 7 papers shown

Title
Can bidirectional encoder become the ultimate winner for downstream applications of foundation models? Lewen Yang Xuanyu Zhou Juao Fan Xinyi Xie Shengxin Zhu AI4CE 59 0 0 27 Nov 2024
Bidirectional Gated Mamba for Sequential Recommendation Ziwei Liu Qidong Liu Yejing Wang Wanyu Wang Pengyue Jia Maolin Wang Zitao Liu Yi Chang Xiangyu Zhao Mamba 17 4 0 21 Aug 2024
Exploring Applications of State Space Models and Advanced Training Techniques in Sequential Recommendations: A Comparative Study on Efficiency and Performance M. Obozov Makar Baderko Stepan Kulibaba N. Kutuzov Alexander Gasnikov Mamba OffRL 15 0 0 10 Aug 2024
A Survey of Mamba Shuwei Shi Shibing Chu Rui An Wenqi Fan Yuee Xie Hui Liu Yuanping Chen Qing Li AI4CE 33 26 0 02 Aug 2024
Venturing into Uncharted Waters: The Navigation Compass from Transformer to Mamba Yuchen Zou Yineng Chen Zuchao Li Lefei Zhang Hai Zhao 42 1 0 24 Jun 2024
On The Computational Complexity of Self-Attention Feyza Duman Keles Pruthuvi Maheshakya Wijewardena C. Hegde 55 107 0 11 Sep 2022
Filter-enhanced MLP is All You Need for Sequential Recommendation Kun Zhou Hui Yu Wayne Xin Zhao Ji-Rong Wen 75 251 0 28 Feb 2022