Hans Vandierendonck

Hans Vandierendonck

Queen's University Belfast

H-index: 23

Europe-United Kingdom

About Hans Vandierendonck

Hans Vandierendonck, With an exceptional h-index of 23 and a recent h-index of 13 (since 2020), a distinguished researcher at Queen's University Belfast, specializes in the field of High-performance computing, parallel programming, runtime systems, compilation, non-volatile memory.

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

Differentiating set intersections in maximal clique enumeration by function and subproblem size

The Effects of Weight Quantization on Online Federated Learning for the IoT: A Case Study

On Overcoming HPC Challenges of Trillion-Scale Real-World Graph Datasets

Resource-efficient convolutional networks: A survey on model-, arithmetic-, and implementation-level techniques

Roma: Run-time object detection to maximize real-time accuracy

Machine learning-based per-instance algorithm selection for high-performance subgraph isomorphism enumeration

Dataset announcement: MS-BioGraphs, trillion-scale public real-world sequence similarity graphs

Decentralised biomedical signal classification using early exits

Hans Vandierendonck Information

University

Position

Professor

Citations(all)

2496

Citations(since 2020)

693

Cited By

2051

hIndex(all)

23

hIndex(since 2020)

13

i10Index(all)

62

i10Index(since 2020)

28

Email

University Profile Page

Queen's University Belfast

Google Scholar

View Google Scholar Profile

Hans Vandierendonck Skills & Research Interests

High-performance computing

parallel programming

runtime systems

compilation

non-volatile memory

Top articles of Hans Vandierendonck

Title

Journal

Author(s)

Publication Date

Differentiating set intersections in maximal clique enumeration by function and subproblem size

Hans Vandierendonck

2024/4/3

The Effects of Weight Quantization on Online Federated Learning for the IoT: A Case Study

IEEE access

Nil Llisterri Giménez

Junkyu Lee

Felix Freitag

Hans Vandierendonck

2024/1/4

On Overcoming HPC Challenges of Trillion-Scale Real-World Graph Datasets

Mohsen Koohi Esfahani

Paolo Boldi

Hans Vandierendonck

Peter Kilpatrick

Sebastiano Vigna

2023/12/15

Resource-efficient convolutional networks: A survey on model-, arithmetic-, and implementation-level techniques

JunKyu Lee

Lev Mukhanov

Amir Sabbagh Molahosseini

Umar Minhas

Yang Hua

...

2023/7/13

Roma: Run-time object detection to maximize real-time accuracy

JunKyu Lee

Blesson Varghese

Hans Vandierendonck

2023

Machine learning-based per-instance algorithm selection for high-performance subgraph isomorphism enumeration

Syed Tauhidi

Arindam Karmakar

Thai Son Mai

Hans Vandierendonck

2023/8/1

Dataset announcement: MS-BioGraphs, trillion-scale public real-world sequence similarity graphs

Mohsen Koohi Esfahani

Paolo Boldi

Hans Vandierendonck

Peter Kilpatrick

Sebastiano Vigna

2023/10/1

Decentralised biomedical signal classification using early exits

Li Xiaolin

Hans Vandierendonck

Dimitrios S Nikolopoulos

Bo Ji

Barry Cardiff

...

2023/6/26

MS-BioGraphs: Sequence similarity graph datasets

arXiv preprint arXiv:2308.16744

Mohsen Koohi Esfahani

Paolo Boldi

Hans Vandierendonck

Peter Kilpatrick

Sebastiano Vigna

2023/8/31

On designing structure-aware high-performance graph algorithms

Mohsen Koohi Esfahani

Hans Vandierendonck

Peter Kilpatrick

Paul Kelly

Ivor Spence

2023

PGT: a prompt based generative transformer for the patent domain

Dimitrios Christofidellis

Antonio Berrios Torres

Ashish Dave

Manuel Roveri

Kristin Schmidt

...

2022/7/11

LOTUS: Locality optimizing triangle counting

Mohsen Koohi Esfahani

Peter Kilpatrick

Hans Vandierendonck

2022/4/2

Software-defined floating-point number formats and their application to graph processing

Hans Vandierendonck

2022/6/28

Model-agnostic counterfactual explanations in credit scoring

IEEE Access

Xolani Dastile

Turgay Celik

Hans Vandierendonck

2022/5/25

Dengue fever: From extreme climates to outbreak prediction

Son T Mai

Ha T Phi

Abdullahi Abubakar

Peter Kilpatrick

Hung QV Nguyen

...

2022/11/28

SAPCo Sort: Optimizing degree-ordering for power-law graphs

Mohsen Koohi Esfahani

Peter Kilpatrick

Hans Vandierendonck

2022/5/22

MASTIFF: structure-aware minimum spanning tree/forest

Mohsen Koohi Esfahani

Peter Kilpatrick

Hans Vandierendonck

2022/6/28

Increased leverage of transprecision computing for machine vision applications at the edge

Journal of Signal Processing Systems

Umar Ibrahim Minhas

JunKyu Lee

Lev Mukhanov

Georgios Karakonstantis

Hans Vandierendonck

...

2022/10

Comparison of two microcontroller boards for on-device model training in a keyword spotting task

Nil Llisterri Giménez

Felix Freitag

JunKyu Lee

Hans Vandierendonck

2022/6/7

Towards lower precision adaptive filters: facts from backward error analysis of RLS

IEEE Transactions on Signal Processing

JunKyu Lee

Hans Vandierendonck

2021/6/4

See List of Professors in Hans Vandierendonck University(Queen's University Belfast)

Co-Authors

H-index: 53
Thomas Fahringer

Thomas Fahringer

Universität Innsbruck

H-index: 29
Roger Woods

Roger Woods

Queen's University Belfast

H-index: 23
Peter Kilpatrick

Peter Kilpatrick

Queen's University Belfast

H-index: 16
Polyvios Pratikakis

Polyvios Pratikakis

University of Crete

H-index: 10
JunKyu Lee

JunKyu Lee

Queen's University Belfast

H-index: 7
Umar Ibrahim Minhas

Umar Ibrahim Minhas

Queen's University Belfast

academic-engine