Understanding microbiome dynamics via interpretable graph representation
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Understanding microbiome dynamics via interpretable graph representation learning

2 March 2022

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Papers citing "Understanding microbiome dynamics via interpretable graph representation learning"

14 / 14 papers shown

Title
A Survey on Graph Representation Learning Methods Shima Khoshraftar A. An GNN AI4TS 92 124 0 04 Apr 2022
Transformer Interpretability Beyond Attention Visualization Hila Chefer Shir Gur Lior Wolf 139 673 0 17 Dec 2020
A Generalization of Transformer Networks to Graphs Vijay Prakash Dwivedi Xavier Bresson AI4CE 109 760 0 17 Dec 2020
Hierarchical Graph Pooling with Structure Learning Zhen Zhang Jiajun Bu Martin Ester Jianfeng Zhang Chengwei Yao Zhi Yu Can Wang 88 178 0 14 Nov 2019
Attention Interpretability Across NLP Tasks Shikhar Vashishth Shyam Upadhyay Gaurav Singh Tomar Manaal Faruqui XAI MILM 95 176 0 24 Sep 2019
Representation Learning for Dynamic Graphs: A Survey Seyed Mehran Kazemi Rishab Goel Kshitij Jain I. Kobyzev Akshay Sethi Peter Forsyth Pascal Poupart AI4TS AI4CE GNN 105 463 0 27 May 2019
Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned Elena Voita David Talbot F. Moiseev Rico Sennrich Ivan Titov 119 1,149 0 23 May 2019
Self-Attention Graph Pooling Junhyun Lee Inyeop Lee Jaewoo Kang GNN 186 1,130 0 17 Apr 2019
Attention is not Explanation Sarthak Jain Byron C. Wallace FAtt 148 1,330 0 26 Feb 2019
Network Representation Learning: A Survey Daokun Zhang Jie Yin Xingquan Zhu Chengqi Zhang GNN AI4TS 117 623 0 04 Dec 2017
graph2vec: Learning Distributed Representations of Graphs A. Narayanan Mahinthan Chandramohan R. Venkatesan Lihui Chen Yang Liu Shantanu Jaiswal GNN 79 745 0 17 Jul 2017
node2vec: Scalable Feature Learning for Networks Aditya Grover J. Leskovec 196 10,924 0 03 Jul 2016
Distributed Representations of Sentences and Documents Quoc V. Le Tomas Mikolov FaML 265 9,258 0 16 May 2014
DeepWalk: Online Learning of Social Representations Bryan Perozzi Rami Al-Rfou Steven Skiena HAI 267 9,809 0 26 Mar 2014

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