Graph-Mamba: Towards Long-Range Graph Sequence Modeling with Selective
State Spaces

Graph-Mamba: Towards Long-Range Graph Sequence Modeling with Selective State Spaces

1 February 2024

Papers citing "Graph-Mamba: Towards Long-Range Graph Sequence Modeling with Selective State Spaces"

18 / 68 papers shown

Title
Mamba-360: Survey of State Space Models as Transformer Alternative for Long Sequence Modelling: Methods, Applications, and Challenges Badri N. Patro Vijay Srinivas Agneeswaran Mamba 48 38 0 24 Apr 2024
Text-controlled Motion Mamba: Text-Instructed Temporal Grounding of Human Motion Xinghan Wang Zixi Kang Yadong Mu Mamba 38 7 0 17 Apr 2024
State Space Model for New-Generation Network Alternative to Transformers: A Survey Tianlin Li Shiao Wang Yuhe Ding Yuehang Li Wentao Wu ... Bowei Jiang Chenglong Li Yaowei Wang Yonghong Tian Jin Tang Mamba 35 49 0 15 Apr 2024
FreqMamba: Viewing Mamba from a Frequency Perspective for Image Deraining Zou Zhen Yu Hu Zhao Feng Mamba 39 36 0 15 Apr 2024
3DMambaComplete: Exploring Structured State Space Model for Point Cloud Completion Yixuan Li Weidong Yang Ben Fei 35 9 0 10 Apr 2024
Dual-path Mamba: Short and Long-term Bidirectional Selective Structured State Space Models for Speech Separation Xilin Jiang Cong Han N. Mesgarani Mamba 42 42 0 27 Mar 2024
ZigMa: A DiT-style Zigzag Mamba Diffusion Model Vincent Tao Hu S. A. Baumann Ming Gui Olga Grebenkova Pingchuan Ma Johannes S. Fischer Bjorn Ommer 47 42 0 20 Mar 2024
STG-Mamba: Spatial-Temporal Graph Learning via Selective State Space Model Lincan Li Hanchen Wang Wenjie Zhang A. Coster Mamba 31 11 0 19 Mar 2024
EfficientVMamba: Atrous Selective Scan for Light Weight Visual Mamba Xiaohuan Pei Tao Huang Chang Xu Mamba 27 90 0 15 Mar 2024
VideoMamba: State Space Model for Efficient Video Understanding Kunchang Li Xinhao Li Yi Wang Yinan He Yali Wang Limin Wang Yu Qiao Mamba 42 184 0 11 Mar 2024
The Hidden Attention of Mamba Models Ameen Ali Itamar Zimerman Lior Wolf Mamba 39 58 0 03 Mar 2024
PointMamba: A Simple State Space Model for Point Cloud Analysis Dingkang Liang Xin Zhou Wei Xu Xingkui Zhu Zhikang Zou Xiaoqing Ye Xinyu Wang Xiang Bai 92 94 0 16 Feb 2024
Graph Mamba: Towards Learning on Graphs with State Space Models Ali Behrouz Farnoosh Hashemi AI4CE 112 61 0 13 Feb 2024
U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation Jun Ma Feifei Li Bo Wang Mamba 82 338 0 09 Jan 2024
Adaptive Message Passing: A General Framework to Mitigate Oversmoothing, Oversquashing, and Underreaching Federico Errica Henrik Christiansen Viktor Zaverkin Takashi Maruyama Mathias Niepert Francesco Alesiani 62 8 0 27 Dec 2023
Gated Linear Attention Transformers with Hardware-Efficient Training Aaron Courville Bailin Wang Songlin Yang Yikang Shen Yoon Kim 48 144 0 11 Dec 2023
Big Bird: Transformers for Longer Sequences Manzil Zaheer Guru Guruganesh Kumar Avinava Dubey Joshua Ainslie Chris Alberti ... Philip Pham Anirudh Ravula Qifan Wang Li Yang Amr Ahmed VLM 288 2,023 0 28 Jul 2020
Benchmarking Graph Neural Networks Vijay Prakash Dwivedi Chaitanya K. Joshi Anh Tuan Luu T. Laurent Yoshua Bengio Xavier Bresson 189 918 0 02 Mar 2020