Mustafa Hajij

Mustafa Hajij

Santa Clara University

H-index: 16

North America-United States

About Mustafa Hajij

Mustafa Hajij, With an exceptional h-index of 16 and a recent h-index of 15 (since 2020), a distinguished researcher at Santa Clara University, specializes in the field of Topological Deep Learning, Digital Geometry Processing, Topological Data Analysis.

His recent articles reflect a diverse array of research interests and contributions to the field:

Position Paper: Challenges and Opportunities in Topological Deep Learning

TopoX: a suite of Python packages for machine learning on topological domains

Icml 2023 topological deep learning challenge: Design and results

Topo-mlp: A simplicial network without message passing

Architectures of topological deep learning: A survey on topological neural networks

Multimodal Cell Complex Neural Networks for Prediction of Multiple Drug Side Effects Severity and Frequency

Cell Complex Neural Networks for 3D Object Recognition and Segmentation from Point Cloud Data

Combinatorial complexes: bridging the gap between cell complexes and hypergraphs

Mustafa Hajij Information

University

Position

___

Citations(all)

740

Citations(since 2020)

651

Cited By

282

hIndex(all)

16

hIndex(since 2020)

15

i10Index(all)

25

i10Index(since 2020)

19

Email

University Profile Page

Google Scholar

Mustafa Hajij Skills & Research Interests

Topological Deep Learning

Digital Geometry Processing

Topological Data Analysis

Top articles of Mustafa Hajij

Title

Journal

Author(s)

Publication Date

Position Paper: Challenges and Opportunities in Topological Deep Learning

Theodore Papamarkou

Tolga Birdal

Michael Bronstein

Gunnar Carlsson

Justin Curry

...

2024/2/14

TopoX: a suite of Python packages for machine learning on topological domains

arXiv preprint arXiv:2402.02441

Mustafa Hajij

Mathilde Papillon

Florian Frantzen

Jens Agerberg

Ibrahem AlJabea

...

2024/2/4

Icml 2023 topological deep learning challenge: Design and results

Mathilde Papillon

Mustafa Hajij

Audun Myers

Florianand Frantzen

Ghada Zamzmi

...

2023/9/27

Topo-mlp: A simplicial network without message passing

Karthikeyan Natesan Ramamurthy

Aldo Guzmán-Sáenz

Mustafa Hajij

2023/6/4

Architectures of topological deep learning: A survey on topological neural networks

arXiv preprint arXiv:2304.10031

Mathilde Papillon

Sophia Sanborn

Mustafa Hajij

Nina Miolane

2023/4/20

Multimodal Cell Complex Neural Networks for Prediction of Multiple Drug Side Effects Severity and Frequency

2023/3/23

Cell Complex Neural Networks for 3D Object Recognition and Segmentation from Point Cloud Data

2023/3/23

Combinatorial complexes: bridging the gap between cell complexes and hypergraphs

Mustafa Hajij

Ghada Zamzmi

Theodore Papamarkou

AIdo Guzman-Saenz

ToIga Birdal

...

2023/10/29

Normalizing flow for synthetic medical images generation

Mustafa Hajij

Ghada Zamzmi

Rahul Paul

Lokenda Thukar

2022/3/10

The Impact of Self-Efficacy, Mobility, and Benefits Awareness on adoption of mobile banking applications in Jordan

Central European Management Journal

Hanandeh Ahmad

Hanandeh Rami

Alhwiadi Maram

Hanandeh Raed

Hajij Mustafa

2022/12/13

Impact of agile leadership, information system, and empowerment on the organizational entrepreneurship in the zain telecommunication company

Journal of Southwest Jiaotong University

Hanandeh Ahmad

Hanandeh Rami

Dana Abed AlHakim Akhuirshaideh

Malak Mohammad Ghaith

Yahya Mohammad Ghaith

...

2022

Business process and digital self-efficacy as a mediate role on customer relationship management and customer loyalty

management

Hanandeh Ahmada

Hanandeh Ramiᵇ

Alhwiadi Maramᶜ

Ahmad A Al-Naimiᵈ

Mustafa Hajijᵉ

2022

High skip networks: A higher order generalization of skip connections

Mustafa Hajij

Karthikeyan Natesan Ramamurthy

Aldo Guzmán-Sáenz

Ghada Za

2022/3/2

Big data approaches to knot theory: understanding the structure of the Jones polynomial

Journal of Knot Theory and Its Ramifications

Jesse SF Levitt

Mustafa Hajij

Radmila Sazdanovic

2022/11/28

The impact of the agile system, knowledge sharing, and empowerment on organizational entrepreneurship in orange telecommunication firms

Journal of Southwest Jiaotong University

Hanandeh Ahmad

Alhwaidi Maram

Almajali Thaer

Hanandeh Raed

Hajij Mustafa

2022

A comparative study of soil liquefaction assessment using machine learning models

Geotechnical and Geological Engineering

Shadi M Hanandeh

Wassel A Al-Bodour

Mustafa M Hajij

2022/9

Development of evaluation framework for the unconfined compressive strength of soils based on the fundamental soil parameters using gene expression programming and deep …

Journal of Materials in Civil Engineering

Wassel Al Bodour

Shadi Hanandeh

Mustafa Hajij

Yasmin Murad

2022/2/1

The impact of artificial intelligence, big data analytics and business intelligence on transforming capability and digital transformation in Jordanian telecommunication firms

International Journal of Data and Network Science

Hanandeh Ahmad

Hajij Mustafa

2022

Topological deep learning: Going beyond graph data

arXiv preprint arXiv:2206.00606

Mustafa Hajij

Ghada Zamzmi

Theodore Papamarkou

Nina Miolane

Aldo Guzmán-Sáenz

...

2023/4/21

The strategic information system, knowledge acquisition, and empowerment on organizational entrepreneurship in orange telecommunication firm

Journal of Southwest Jiaotong University

Hanandeh Ahmad

Hanandeh Rami

Alhwiadi Maram

Hanady Alzagheer

Dmaithan Almajali

...

2022

See List of Professors in Mustafa Hajij University(Santa Clara University)

Co-Authors

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