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Link Prediction with Persistent Homology: An Interactive View
v1v2 (latest)

Link Prediction with Persistent Homology: An Interactive View

International Conference on Machine Learning (ICML), 2021
20 February 2021
Zuoyu Yan
Tengfei Ma
Liangcai Gao
Zhi Tang
Chao Chen
ArXiv (abs)PDFHTML

Papers citing "Link Prediction with Persistent Homology: An Interactive View"

26 / 26 papers shown
TopInG: Topologically Interpretable Graph Learning via Persistent Rationale Filtration
TopInG: Topologically Interpretable Graph Learning via Persistent Rationale Filtration
Cheng Xin
Fan Xu
Xin Ding
Jie Gao
Jiaxin Ding
171
0
0
06 Oct 2025
TMetaNet: Topological Meta-Learning Framework for Dynamic Link Prediction
TMetaNet: Topological Meta-Learning Framework for Dynamic Link Prediction
Hao Li
Hao Wan
Yuzhou Chen
Dongsheng Ye
Yulia R. Gel
Hao Jiang
AI4CE
147
1
0
31 May 2025
Efficient Learning on Large Graphs using a Densifying Regularity Lemma
Efficient Learning on Large Graphs using a Densifying Regularity Lemma
Jonathan Kouchly
Ben Finkelshtein
M. Bronstein
Ron Levie
302
0
0
25 Apr 2025
Transfer Learning for Temporal Link Prediction
Transfer Learning for Temporal Link Prediction
Ayan Chatterjee
Barbara Ikica
B. Ravandi
John Palowitch
306
1
0
15 Apr 2025
Enhancing Graph Representation Learning with Localized Topological Features
Enhancing Graph Representation Learning with Localized Topological Features
Zuoyu Yan
Qi Zhao
Ze Ye
Tengfei Ma
Liangcai Gao
Zhi Tang
Yusu Wang
Chao Chen
243
4
0
17 Jan 2025
Tensor-Fused Multi-View Graph Contrastive Learning
Tensor-Fused Multi-View Graph Contrastive LearningPacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2024
Yujia Wu
Junyi Mo
Elynn Chen
Yuzhou Chen
253
1
0
20 Oct 2024
When Witnesses Defend: A Witness Graph Topological Layer for Adversarial Graph Learning
When Witnesses Defend: A Witness Graph Topological Layer for Adversarial Graph LearningAAAI Conference on Artificial Intelligence (AAAI), 2024
Naheed Anjum Arafat
D. Basu
Yulia R. Gel
Yuzhou Chen
AAML
1.1K
4
0
21 Sep 2024
Scalar Function Topology Divergence: Comparing Topology of 3D Objects
Scalar Function Topology Divergence: Comparing Topology of 3D Objects
I. Trofimov
Daria Voronkova
Eduard Tulchinskii
Evgeny Burnaev
Serguei Barannikov
367
0
0
11 Jul 2024
GEFL: Extended Filtration Learning for Graph Classification
GEFL: Extended Filtration Learning for Graph Classification
Simon Zhang
Soham Mukherjee
T. Dey
316
13
0
04 Jun 2024
DE-HNN: An effective neural model for Circuit Netlist representation
DE-HNN: An effective neural model for Circuit Netlist representation
Zhishang Luo
Truong-Son Hy
Puoya Tabaghi
Donghyeon Koh
Michael Defferrard
Elahe Rezaei
Ryan Carey
William Rhett Davis
Rajeev Jain
Yusu Wang
306
11
0
30 Mar 2024
Node Duplication Improves Cold-start Link Prediction
Node Duplication Improves Cold-start Link Prediction
Zhichun Guo
Tong Zhao
Yozen Liu
Kaiwen Dong
William Shiao
Mingxuan Ju
Neil Shah
Nitesh Chawla
AI4CE
331
4
0
15 Feb 2024
Learning Persistent Community Structures in Dynamic Networks via
  Topological Data Analysis
Learning Persistent Community Structures in Dynamic Networks via Topological Data Analysis
Dexu Kong
Anping Zhang
Yang Li
178
5
0
06 Jan 2024
Concept Prerequisite Relation Prediction by Using
  Permutation-Equivariant Directed Graph Neural Networks
Concept Prerequisite Relation Prediction by Using Permutation-Equivariant Directed Graph Neural Networks
Xiran Qu
Xuequn Shang
Yupei Zhang
202
3
0
15 Dec 2023
Embedding in Recommender Systems: A Survey
Embedding in Recommender Systems: A Survey
Maolin Wang
Xinjian Zhao
Xinjian Zhao
Jiansheng Li
Shucheng Zhou
...
Shucheng Zhou
D. Yin
Qing Li
Ruocheng Guo
Xiangyu Zhao
AI4TS
360
30
0
28 Oct 2023
Link Prediction without Graph Neural Networks
Link Prediction without Graph Neural Networks
Zexi Huang
Mert Kosan
A. Silva
Ambuj K. Singh
249
4
0
23 May 2023
An Efficient Subgraph GNN with Provable Substructure Counting Power
An Efficient Subgraph GNN with Provable Substructure Counting PowerKnowledge Discovery and Data Mining (KDD), 2023
Zuoyu Yan
Junru Zhou
Liangcai Gao
Zhi Tang
Muhan Zhang
GNN
196
18
0
19 Mar 2023
Reduction Algorithms for Persistence Diagrams of Networks: CoralTDA and
  PrunIT
Reduction Algorithms for Persistence Diagrams of Networks: CoralTDA and PrunITNeural Information Processing Systems (NeurIPS), 2022
Cüneyt Gürcan Akçora
Murat Kantarcioglu
Yulia R. Gel
Baris Coskunuzer
206
3
0
24 Nov 2022
On the effectiveness of persistent homology
On the effectiveness of persistent homologyNeural Information Processing Systems (NeurIPS), 2022
Renata Turkevs
Guido Montúfar
N. Otter
390
41
0
21 Jun 2022
Two-Dimensional Weisfeiler-Lehman Graph Neural Networks for Link
  Prediction
Two-Dimensional Weisfeiler-Lehman Graph Neural Networks for Link Prediction
Yangyi Hu
Xiyuan Wang
Zhouchen Lin
Pan Li
Muhan Zhang
120
8
0
20 Jun 2022
On the Convergence of Optimizing Persistent-Homology-Based Losses
On the Convergence of Optimizing Persistent-Homology-Based Losses
Yikai Zhang
Jiacheng Yao
Yusu Wang
Chao Chen
221
2
0
06 Jun 2022
BScNets: Block Simplicial Complex Neural Networks
BScNets: Block Simplicial Complex Neural Networks
Yuzhou Chen
Yulia R. Gel
H. Vincent Poor
GNN
181
44
0
13 Dec 2021
Trigger Hunting with a Topological Prior for Trojan Detection
Trigger Hunting with a Topological Prior for Trojan Detection
Xiaoling Hu
Xiaoyu Lin
Michael Cogswell
Yi Yao
Susmit Jha
Chao Chen
AAML
152
50
0
15 Oct 2021
Cycle Representation Learning for Inductive Relation Prediction
Cycle Representation Learning for Inductive Relation Prediction
Zuoyu Yan
Tengfei Ma
Liangcai Gao
Zhi Tang
Chao Chen
243
27
0
06 Oct 2021
Neural Bellman-Ford Networks: A General Graph Neural Network Framework
  for Link Prediction
Neural Bellman-Ford Networks: A General Graph Neural Network Framework for Link PredictionNeural Information Processing Systems (NeurIPS), 2021
Zhaocheng Zhu
Zuobai Zhang
Louis-Pascal Xhonneux
Jian Tang
GNN
422
430
0
13 Jun 2021
Topological Detection of Trojaned Neural Networks
Topological Detection of Trojaned Neural NetworksNeural Information Processing Systems (NeurIPS), 2021
Songzhu Zheng
Yikai Zhang
H. Wagner
Mayank Goswami
Chao Chen
AAML
197
47
0
11 Jun 2021
Hyperbolic Graph Convolutional Neural Networks
Hyperbolic Graph Convolutional Neural NetworksNeural Information Processing Systems (NeurIPS), 2019
Ines Chami
Rex Ying
Christopher Ré
J. Leskovec
GNN
427
766
0
28 Oct 2019
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