Luca Hermes

30 papers A* 2B 5Journal 16Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
DGPO: RL-Steered Graph Diffusion for Neural Architecture Generation.
CoRR
Aleksei Liuliakov, Luca Hermes, Barbara Hammer
2025 J jnl
A Benchmark for Physics-informed Machine Learning of Chlorine Concentration States in Water Distribution Networks.
SN Comput. Sci.
Luca Hermes, André Artelt, Stelios G. Vrachimis, Marios M. Polycarpou, Barbara Hammer
2025 A* conf
Exact Computation of Any-Order Shapley Interactions for Graph Neural Networks.
ICLR
Maximilian Muschalik, Fabian Fumagalli, Paolo Frazzetto, Janine Strotherm, Luca Hermes, Alessandro Sperduti, Eyke Hüllermeier, Barbara Hammer
2025 J jnl
Exact Computation of Any-Order Shapley Interactions for Graph Neural Networks.
CoRR
Fabian Fumagalli, Maximilian Muschalik, Paolo Frazzetto, Janine Strotherm, Luca Hermes, Alessandro Sperduti, Eyke Hüllermeier, Barbara Hammer
2025 — conf
Go with the Flow: Leveraging Physics-Informed Gradients to Solve Real-World Problems in Water Distribution Systems.
ECML/PKDD (10)
Inaam Ashraf, Janine Strotherm, Luca Hermes, Barbara Hammer
2025 — conf
Neural Surrogate Model in an Extended Kalman Filter for Chlorine Concentration State Estimation in Water Distribution Systems.
SysTol
André Artelt, Janine Strotherm, Luca Hermes, Barbara Hammer
2025 J jnl
Noise Robust One-Class Intrusion Detection on Dynamic Graphs.
CoRR
Aleksei Liuliakov, Alexander Schulz, Luca Hermes, Barbara Hammer
2025 J jnl
One-Class Intrusion Detection with Dynamic Graphs.
CoRR
Aleksei Liuliakov, Alexander Schulz, Luca Hermes, Barbara Hammer
2024 B conf
Noise Robust One-Class Intrusion Detection on Dynamic Graphs.
ESANN
Aleksei Liuliakov, Alexander Schulz, Luca Hermes, Barbara Hammer
2024 A* conf
Physics-Informed Graph Neural Networks for Water Distribution Systems.
AAAI
Inaam Ashraf, Janine Strotherm, Luca Hermes, Barbara Hammer
2024 J jnl
Physics-Informed Graph Neural Networks for Water Distribution Systems.
CoRR
Inaam Ashraf, Janine Strotherm, Luca Hermes, Barbara Hammer
2024 J jnl
Targeted Visualization of the Backbone of Encoder LLMs.
CoRR
Isaac Roberts, Alexander Schulz, Luca Hermes, Barbara Hammer
2023 — conf
Adversarial Attacks on Leakage Detectors in Water Distribution Networks.
IWANN (2)
Paul Stahlhofen, André Artelt, Luca Hermes, Barbara Hammer
2023 J jnl
Adversarial Attacks on Leakage Detectors in Water Distribution Networks.
CoRR
Paul Stahlhofen, André Artelt, Luca Hermes, Barbara Hammer
2023 J jnl
AutoML technologies for the identification of sparse classification and outlier detection models.
Appl. Soft Comput.
Aleksei Liuliakov, Luca Hermes, Barbara Hammer
2023 B conf
Graph Learning by Dynamic Sampling.
IJCNN
Luca Hermes, Aleksei Liuliakov, Malte Schilling
2023 J jnl
Metropolitan Segment Traffic Speeds From Massive Floating Car Data in 10 Cities.
IEEE Trans. Intell. Transp. Syst.
Moritz Neun, Christian Eichenberger, Yanan Xin, Cheng Fu, Nina Wiedemann, Henry Martin, Martin Tomko, Lukas Ambühl, Luca Hermes, Michael Kopp
2023 J jnl
Metropolitan Segment Traffic Speeds from Massive Floating Car Data in 10 Cities.
CoRR
Moritz Neun, Christian Eichenberger, Yanan Xin, Cheng Fu, Nina Wiedemann, Henry Martin, Martin Tomko, Lukas Ambühl, Luca Hermes, Michael Kopp
2023 — conf
One-Class Intrusion Detection with Dynamic Graphs.
ICANN (4)
Aleksei Liuliakov, Alexander Schulz, Luca Hermes, Barbara Hammer
2023 B conf
Spatial Graph Convolution Neural Networks for Water Distribution Systems.
IDA
Inaam Ashraf, Luca Hermes, André Artelt, Barbara Hammer
2022 B conf
A Graph-based U-Net Model for Predicting Traffic in unseen Cities.
IJCNN
Luca Hermes, Barbara Hammer, Andrew Melnik, Riza Velioglu, Markus Vieth, Malte Schilling
2022 J jnl
A Graph-based U-Net Model for Predicting Traffic in unseen Cities.
CoRR
Luca Hermes, Barbara Hammer, Andrew Melnik, Riza Velioglu, Markus Vieth, Malte Schilling
2022 — conf
Adaptation of a Decentralized Controller to Curve Walking in a Hexapod Robot.
CLAWAR
Janneke Simmering, Luca Hermes, Axel Schneider, Malte Schilling
2022 — conf
Hierarchical Decentralized Deep Reinforcement Learning Architecture for a Simulated Four-Legged Agent.
LOD (2)
Wadhah Zai El Amri, Luca Hermes, Malte Schilling
2022 J jnl
Hierarchical Decentralized Deep Reinforcement Learning Architecture for a Simulated Four-Legged Agent.
CoRR
Wadhah Zai El Amri, Luca Hermes, Malte Schilling
2022 J jnl
Spatial Graph Convolution Neural Networks for Water Distribution Systems.
CoRR
Inaam Ashraf, Luca Hermes, André Artelt, Barbara Hammer
2022 J jnl
Traffic4cast at NeurIPS 2021 - Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes.
CoRR
Christian Eichenberger, Moritz Neun, Henry Martin, Pedro Herruzo, Markus Spanring, Yichao Lu, Sungbin Choi, Vsevolod Konyakhin, Nina Lukashina, Aleksei Shpilman, Nina Wiedemann, Martin Raubal, Bo Wang, Hai Le Vu, Reza Mohajerpoor, Chen Cai, Inhi Kim, Luca Hermes, Andrew Melnik, Riza Velioglu, Markus Vieth, Malte Schilling, Alabi Bojesomo, Hasan Al-Marzouqi, Panos Liatsis, Jay Santokhi, Dylan Hillier, Yiming Yang, Joned Sarwar, Anna Jordan, Emil Hewage, David Jonietz, Fei Tang, Aleksandra Gruca, Michael Kopp, David P. Kreil, Sepp Hochreiter
2021 B conf
Application of Graph Convolutions in a Lightweight Model for Skeletal Human Motion Forecasting.
ESANN
Luca Hermes, Barbara Hammer, Malte Schilling
2021 J jnl
Application of Graph Convolutions in a Lightweight Model for Skeletal Human Motion Forecasting.
CoRR
Luca Hermes, Barbara Hammer, Malte Schilling
2021 — conf
Traffic4cast at NeurIPS 2021 - Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes.
NeurIPS (Competition and Demos)
Christian Eichenberger, Moritz Neun, Henry Martin, Pedro Herruzo, Markus Spanring, Yichao Lu, Sungbin Choi, Vsevolod Konyakhin, Nina Lukashina, Aleksei Shpilman, Nina Wiedemann, Martin Raubal, Bo Wang, Hai Le Vu, Reza Mohajerpoor, Chen Cai, Inhi Kim, Luca Hermes, Andrew Melnik, Riza Velioglu, Markus Vieth, Malte Schilling, Alabi Bojesomo, Hasan Al-Marzouqi, Panos Liatsis, Jay Santokhi, Dylan Hillier, Yiming Yang, Joned Sarwar, Anna Jordan, Emil Hewage, David Jonietz, Fei Tang, Aleksandra Gruca, Michael Kopp, David P. Kreil, Sepp Hochreiter