Best Papers/ECML-PKDD

ECML-PKDD Best Papers

European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases

8 papers · 2021–2025

← ECML-PKDD Conference Info

🏆 2025(5)

Test of Time Award

Difference Target Propagation

Dong-Hyun LeeSaizheng ZhangAsja FischerYoshua Bengio

Best Paper Award

PAR-AdvGAN: Improving Adversarial Attack Capability with Progressive Auto-Regression AdvGAN

Jiayu ZhangZhiyu ZhuXinyi WangSilin LiaoZhibo JinFlora SalimHuaming Chen

Adversarial ML

Best Student Paper Award

Fairness-Aware Graph Representation Learning with Limited Demographic Information

Zichong WangZhipeng YinLiping YangJun ZhuangRui YuQingzhao KongWenbin Zhang

Representation LearningFairness

Best Paper Award (Applied DS Track)

Graph Neural Networks for Jamming Source Localization

Dania HerzallaWillian TessaroMartin Andreoni

Graph Neural NetworksLocalization

Best Student Paper Award

WoundAmbit: Bridging the Gap between Semantic Segmentation and Wound Care

Vanessa BorstTimo DittusTassilo DegeAstrid SchmiederSamuel Kounev

Image Segmentation

🏆 2023(1)

Best Paper Award

Towards Efficient MCMC Sampling in Bayesian Neural Networks by Exploiting Symmetry

Jonas Gregor WieseLisa WimmerTheodore PapamarkouBernd BischlStephan GünnemannDavid Rügamer

machine-learning

🏆 2022(1)

Best Paper Award

Bounding the Family-Wise Error Rate in Local Causal Discovery using Rademacher Averages

Dario SimionatoFabio Vandin

machine-learningdata-mining

🏆 2021(1)

Best Paper Award

Reparameterized Sampling for Generative Adversarial Networks

Yifei WangYisen WangJiansheng YangZhouchen Lin

GAN

Best Papers/ECML-PKDD

ECML-PKDD Best Papers

European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases

8 papers · 2021–2025

← ECML-PKDD Conference Info

🏆 2025(5)

Test of Time Award

Difference Target Propagation

Dong-Hyun LeeSaizheng ZhangAsja FischerYoshua Bengio

Best Paper Award

PAR-AdvGAN: Improving Adversarial Attack Capability with Progressive Auto-Regression AdvGAN

Jiayu ZhangZhiyu ZhuXinyi WangSilin LiaoZhibo JinFlora SalimHuaming Chen

Adversarial ML

Best Student Paper Award

Fairness-Aware Graph Representation Learning with Limited Demographic Information

Zichong WangZhipeng YinLiping YangJun ZhuangRui YuQingzhao KongWenbin Zhang

Representation LearningFairness

Best Paper Award (Applied DS Track)

Graph Neural Networks for Jamming Source Localization

Dania HerzallaWillian TessaroMartin Andreoni

Graph Neural NetworksLocalization

Best Student Paper Award

WoundAmbit: Bridging the Gap between Semantic Segmentation and Wound Care

Vanessa BorstTimo DittusTassilo DegeAstrid SchmiederSamuel Kounev

Image Segmentation

🏆 2023(1)

Best Paper Award

Towards Efficient MCMC Sampling in Bayesian Neural Networks by Exploiting Symmetry

Jonas Gregor WieseLisa WimmerTheodore PapamarkouBernd BischlStephan GünnemannDavid Rügamer

machine-learning

🏆 2022(1)

Best Paper Award

Bounding the Family-Wise Error Rate in Local Causal Discovery using Rademacher Averages

Dario SimionatoFabio Vandin

machine-learningdata-mining

🏆 2021(1)

Best Paper Award

Reparameterized Sampling for Generative Adversarial Networks

Yifei WangYisen WangJiansheng YangZhouchen Lin

GAN