Ghent University Academic Bibliography

Interpretable reinforcement learning for heat pump control through asymmetric differentiable decision trees

Toon Van Puyvelde (UGent) , M. Zareh and Chris Develder (UGent)

(2025) PROCEEDINGS OF THE 2025 THE 16TH ACM INTERNATIONAL CONFERENCE ON FUTURE AND SUSTAINABLE ENERGY SYSTEMS, E-ENERGY 2025. p.968-972

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Conference Paper
P1
open access

Chasing the timber trail : machine learning to reveal harvest location misrepresentation

Shailik Sarkar, Raquib Bin Yousuf, Linhan Wang, Brian Mayer, Thomas Mortier (UGent) , Victor Deklerck, Jakub Truszkowski, John C. Simeone, Marigold Norman, Jade Saunders, et al.

(2025) PROCEEDINGS OF THE 31ST ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING V.2, KDD 2025. p.4796-4805

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Conference Paper
C1
open access

Clair obscur : the light and shadow of system call interposition : from pitfalls to solutions with K23

Jesús María Gómez Moreno, Vissarion Moutafis, Antreas Dionysiou, Fernando Kuipers, Georgios Smaragdakis, Bart Coppens (UGent) and Alexios Voulimeneas

(2025) MIDDLEWARE '25 : proceedings of the 26th International Middleware Conference. p.241-255

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Conference Paper
P1
open access

GreenWise : intelligent application migration for containerized machine learning services in the computing continuum

P. Liu, José Santos (UGent) , Filip De Turck (UGent) and J. Guitart

(2025) PROCEEDINGS OF THE 18TH IEEE/ACM INTERNATIONAL CONFERENCE ON UTILITY AND CLOUD COMPUTING, UCC 2025.

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Conference Paper
P1
open access

Quantifying the impact of job placement and routing on network efficiency in AI clusters

Dante Van Poucke (UGent) , Didier Colle (UGent) , Mario Pickavet (UGent) and Wouter Tavernier (UGent)

(2025) PROCEEDINGS OF THE 2025 2ND WORKSHOP ON NETWORKS FOR AI COMPUTING, SIGCOMM 2025. p.74-80

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Tutorial : Bayesian optimization

Juergen Branke, Sebastian Rojas Gonzalez (UGent) and Ivo Couckuyt (UGent)

(2025) PROCEEDINGS OF THE 2025 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE COMPANION, GECCO 2025 COMPANION. p.1006-1024

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Conference Paper
P1
open access

AI alignment at your discretion

Maarten Buyl (UGent) , Hadi Khalaf, Claudio Mayrink Verdun, Lucas Monteiro Paes, Caio C. Vieira Machado and Flavio du Pin Calmon

(2025) PROCEEDINGS OF THE 2025 ACM CONFERENCE ON FAIRNESS, ACCOUNTABILITY, AND TRANSPARENCY, ACM FACCT 2025. p.3046-3074

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LDW : Label Divergence Weighting for multimodal sentiment analysis

Quanqi Du (UGent) , Loic De Langhe (UGent) , Els Lefever (UGent) and Veronique Hoste (UGent)

(2025) Proceedings of the 33rd ACM International Conference on Multimedia (MM 2025). p.12342-12351

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Exploring users' perspectives on a solid-enabled personal data store enhanced streaming service

Tim Theys (UGent) , Stephanie Van Hove (UGent) , Peter Mechant (UGent) , Gill Van Impe, Alexander Heerinckx and Jelle Saldien (UGent)

(2025) PROCEEDINGS OF THE 2025 CHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYTEMS, CHI 2025.

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Conference Paper
P1
open access

Collaborative cooking in VR : effects of network distortion in multi-user virtual environments

Mohammad Javad Sameri (UGent) , Sam Van Damme (UGent) , Susanna Schwarzmann, Qing Wei, Riccardo Trivisonno, Filip De Turck (UGent) and Maria Torres Vega (UGent)

(2024) PROCEEDINGS OF THE 2024 15TH ACM MULTIMEDIA SYSTEMS CONFERENCE 2024, MMSYS 2024. p.509-515

Academic Bibliography

Interpretable reinforcement learning for heat pump control through asymmetric differentiable decision trees

Chasing the timber trail : machine learning to reveal harvest location misrepresentation

Clair obscur : the light and shadow of system call interposition : from pitfalls to solutions with K23

GreenWise : intelligent application migration for containerized machine learning services in the computing continuum

Quantifying the impact of job placement and routing on network efficiency in AI clusters

Tutorial : Bayesian optimization

AI alignment at your discretion

LDW : Label Divergence Weighting for multimodal sentiment analysis

Exploring users' perspectives on a solid-enabled personal data store enhanced streaming service

Collaborative cooking in VR : effects of network distortion in multi-user virtual environments

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