Luca Hermes

4 papers at tracked venues · 2 at CORE A* · active 2024–2025

DBLP profile ↗ORCID search ↗

Venues

ECML-PKDD ×2 AAAI ×1 ICLR ×1

Frequent coauthors

Barbara Hammer

×4

Janine Strotherm

×3

Inaam Ashraf

×2

Maximilian Muschalik

×1

Fabian Fumagalli

×1

Paolo Frazzetto

×1

Alessandro Sperduti

×1

Eyke Hüllermeier

×1

Isaac Roberts

×1

Alexander Schulz

×1

Sarah Schröder

×1

Papers

Exact Computation of Any-Order Shapley Interactions for Graph Neural Networks
ICLR 2025 ·
Maximilian Muschalik
,
Fabian Fumagalli
,
Paolo Frazzetto
,
Janine Strotherm
, Luca Hermes,
Alessandro Sperduti
,
Eyke Hüllermeier
,
Barbara Hammer
Go with the Flow: Leveraging Physics-Informed Gradients to Solve Real-World Problems in Water Distribution Systems
ECML-PKDD 2025 ·
Inaam Ashraf
,
Janine Strotherm
, Luca Hermes,
Barbara Hammer
Physics-Informed Graph Neural Networks for Water Distribution Systems
AAAI 2024 ·
Inaam Ashraf
,
Janine Strotherm
, Luca Hermes,
Barbara Hammer
Targeted Visualization of the Backbone of Encoder LLMs
ECML-PKDD 2024 ·
Isaac Roberts
,
Alexander Schulz
,
Sarah Schröder
, Luca Hermes,
Barbara Hammer