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2505.17457
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Hypergraph Mamba for Efficient Whole Slide Image Understanding
23 May 2025
Jiaxuan Lu
Yuhui Lin
Yuhui Lin
Fang Yan
Yue Gao
Shaoting Zhang
Xiaosong Wang
Mamba
Re-assign community
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Papers citing
"Hypergraph Mamba for Efficient Whole Slide Image Understanding"
25 / 25 papers shown
MV-GMN: State Space Model for Multi-View Action Recognition
Yuhui Lin
Jiaxuan Lu
Yue Yong
Jiahao Zhang
Mamba
155
4
0
23 Jan 2025
Event USKT : U-State Space Model in Knowledge Transfer for Event Cameras
Yuhui Lin
Jiahao Zhang
Siyuan Li
Jimin Xiao
Ding Xu
Wenjun Wu
Jiaxuan Lu
282
2
0
22 Nov 2024
Rethinking Transformer for Long Contextual Histopathology Whole Slide Image Analysis
Neural Information Processing Systems (NeurIPS), 2024
Honglin Li
Yunlong Zhang
Pingyi Chen
Honglin Li
Chenglu Zhu
Lin Yang
MedIm
289
12
0
18 Oct 2024
Multi-Modal Parameter-Efficient Fine-tuning via Graph Neural Network
Bin Cheng
Jiaxuan Lu
223
0
0
01 Aug 2024
Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality
Tri Dao
Albert Gu
Mamba
413
1,043
0
31 May 2024
MambaOut: Do We Really Need Mamba for Vision?
Computer Vision and Pattern Recognition (CVPR), 2024
Weihao Yu
Xinchao Wang
Mamba
339
178
0
13 May 2024
Hypergraph-based Multi-View Action Recognition using Event Cameras
Yue Gao
Jiaxuan Lu
Siqi Li
Yipeng Li
Shaoyi Du
320
25
0
28 Mar 2024
Integrative Graph-Transformer Framework for Histopathology Whole Slide Image Representation and Classification
Zhan Shi
Jingwei Zhang
Jun Kong
Fusheng Wang
MedIm
274
7
0
26 Mar 2024
PathoTune: Adapting Visual Foundation Model to Pathological Specialists
Jiaxuan Lu
Fang Yan
Xiaofan Zhang
Yue Gao
Shaoting Zhang
VLM
LM&MA
MedIm
326
10
0
25 Mar 2024
MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024
Shu Yang
Yihui Wang
Hao Chen
Mamba
167
95
0
11 Mar 2024
Graph Mamba: Towards Learning on Graphs with State Space Models
Ali Behrouz
Farnoosh Hashemi
AI4CE
403
114
0
13 Feb 2024
SegMamba: Long-range Sequential Modeling Mamba For 3D Medical Image Segmentation
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024
Zhaohu Xing
Tian-Chun Ye
Yijun Yang
Guang Liu
Lei Zhu
Mamba
386
427
0
24 Jan 2024
Mamba: Linear-Time Sequence Modeling with Selective State Spaces
Albert Gu
Tri Dao
Mamba
568
5,271
0
01 Dec 2023
Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification
IEEE International Conference on Computer Vision (ICCV), 2023
Wenhao Tang
Sheng Huang
Xiaoxian Zhang
Fengtao Zhou
Yi Zhang
Bo Liu
370
71
0
28 Jul 2023
Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning
Computer Vision and Pattern Recognition (CVPR), 2023
Tsai Hor Chan
Fernando Julio Cendra
Lan Ma
Guosheng Yin
Lequan Yu
233
72
0
09 Jul 2023
Exphormer: Sparse Transformers for Graphs
International Conference on Machine Learning (ICML), 2023
Hamed Shirzad
A. Velingker
B. Venkatachalam
Danica J. Sutherland
A. Sinop
282
177
0
10 Mar 2023
Not too little, not too much: a theoretical analysis of graph (over)smoothing
Neural Information Processing Systems (NeurIPS), 2022
Nicolas Keriven
354
139
0
24 May 2022
A graph-transformer for whole slide image classification
IEEE Transactions on Medical Imaging (IEEE TMI), 2022
Yi Zheng
R. Gindra
Emily J. Green
E. Burks
Margrit Betke
J. Beane
V. Kolachalama
MedIm
261
183
0
19 May 2022
Whole Slide Images are 2D Point Clouds: Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
Richard J. Chen
Ming Y. Lu
Muhammad Shaban
Chengkuan Chen
Tiffany Y. Chen
Drew F. K. Williamson
Faisal Mahmood
3DPC
MedIm
286
217
0
27 Jul 2021
Dual-stream Multiple Instance Learning Network for Whole Slide Image Classification with Self-supervised Contrastive Learning
Computer Vision and Pattern Recognition (CVPR), 2020
Bin Li
Yin Li
K. Eliceiri
447
811
0
17 Nov 2020
Whole Slide Images based Cancer Survival Prediction using Attention Guided Deep Multiple Instance Learning Networks
Jiawen Yao
Xinliang Zhu
J. Jonnagaddala
Nicholas J Hawkins
Junzhou Huang
223
469
0
23 Sep 2020
Measuring and Relieving the Over-smoothing Problem for Graph Neural Networks from the Topological View
AAAI Conference on Artificial Intelligence (AAAI), 2019
Deli Chen
Yankai Lin
Wei Li
Peng Li
Jie Zhou
Xu Sun
225
1,266
0
07 Sep 2019
Attention-based Deep Multiple Instance Learning
Maximilian Ilse
Jakub M. Tomczak
Max Welling
804
2,273
0
13 Feb 2018
Deep Residual Learning for Image Recognition
Kaiming He
Xinming Zhang
Shaoqing Ren
Jian Sun
MedIm
3.7K
217,209
0
10 Dec 2015
Adam: A Method for Stochastic Optimization
International Conference on Learning Representations (ICLR), 2014
Diederik P. Kingma
Jimmy Ba
ODL
4.7K
161,471
0
22 Dec 2014
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