Yixuan He | DeepAI

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Featured Co-authors

Junchi Yan
113 publications
Junjie Huang
43 publications
Mihai Cucuringu
37 publications
David Wipf
32 publications
Gesine Reinert
25 publications
Benedek Rozemberczki
20 publications
Rik Sarkar
20 publications
Minjie Wang
16 publications
Quan Gan
14 publications
Qitian Wu
14 publications
Xitong Zhang
11 publications

∙ 01/23/2023

DIFFormer: Scalable (Graph) Transformers Induced by Energy Constrained Diffusion

Real-world data generation often involves complex inter-dependencies amo...

0 Qitian Wu, et al. ∙

∙ 09/01/2022

MSGNN: A Spectral Graph Neural Network Based on a Novel Magnetic Signed Laplacian

Signed and directed networks are ubiquitous in real-world applications. ...

0 Yixuan He, et al. ∙

∙ 05/21/2022

CEP3: Community Event Prediction with Neural Point Process on Graph

Many real world applications can be formulated as event forecasting on C...

0 Xuhong Wang, et al. ∙

∙ 02/22/2022

PyTorch Geometric Signed Directed: A Survey and Software on Graph Neural Networks for Signed and Directed Graphs

Signed networks are ubiquitous in many real-world applications (e.g., so...

0 Yixuan He, et al. ∙

∙ 02/01/2022

GNNRank: Learning Global Rankings from Pairwise Comparisons via Directed Graph Neural Networks

Recovering global rankings from pairwise comparisons is an important pro...

0 Yixuan He, et al. ∙

∙ 10/13/2021

SSSNET: Semi-Supervised Signed Network Clustering

Node embeddings are a powerful tool in the analysis of networks; yet, th...

0 Yixuan He, et al. ∙

∙ 06/09/2021

DIGRAC: Digraph Clustering with Flow Imbalance

Node clustering is a powerful tool in the analysis of networks. Here, we...

0 Yixuan He, et al. ∙

∙ 04/15/2021

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models

We present PyTorch Geometric Temporal a deep learning framework combinin...

0 Benedek Rozemberczki, et al. ∙

∙ 06/08/2019

Scan-flood Fill(SCAFF): an Efficient Automatic Precise Region Filling Algorithm for Complicated Regions

Recently, instant level labeling for supervised machine learning require...

0 Yixuan He, et al. ∙

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