Gerrit Großmann

30 papers Journal 19Unranked 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
Auto-encoding Molecules: Graph-Matching Capabilities Matter.
CoRR
Magnus Cunow, Gerrit Großmann
2025 J jnl
BioDisco: Multi-agent hypothesis generation with dual-mode evidence, iterative feedback and temporal evaluation.
CoRR
Yujing Ke, Kevin George, Kathan Pandya, David Blumenthal, Maximilian Sprang, Gerrit Großmann, Sebastian J. Vollmer, David Antony Selby
2025 J jnl
CleanSurvival: Automated data preprocessing for time-to-event models using reinforcement learning.
CoRR
Yousef Koka, David Antony Selby, Gerrit Großmann, Sebastian J. Vollmer
2025 J jnl
Decomposing Visual Classification: Assessing Tree-Based Reasoning in VLMs.
CoRR
Sary Elmansoury, Islam Mesabah, Gerrit Großmann, Peter Neigel, Raj Bhalwankar, Daniel Kondermann, Sebastian J. Vollmer
2025 J jnl
MEDAKA: Construction of Biomedical Knowledge Graphs Using Large Language Models.
CoRR
Asmita Sengupta, David Antony Selby, Sebastian Josef Vollmer, Gerrit Großmann
2025 J jnl
Neural Spatiotemporal Point Processes: Trends and Challenges.
Trans. Mach. Learn. Res.
Sumantrak Mukherjee, Mouad Elhamdi, George Mohler, David Antony Selby, Yao Xie, Sebastian Josef Vollmer, Gerrit Großmann
2025 J jnl
The Power of Stories: Narrative Priming Shapes How LLM Agents Collaborate and Compete.
CoRR
Gerrit Großmann, Larisa Ivanova, Sai Leela Poduru, Mohaddeseh Tabrizian, Islam Mesabah, David Antony Selby, Sebastian J. Vollmer
2025 — conf
The Power of Stories: Narrative Priming in Networked Multi-Agent LLM Interactions.
NETGCOOP
Gerrit Großmann, Larisa Ivanova, Sai Leela Poduru, Mohaddeseh Tabrizian, Islam Mesabah, David A. Selby, Sebastian J. Vollmer
2025 J jnl
Visible neural networks for multi-omics integration: a critical review.
Frontiers Artif. Intell.
David Antony Selby, Rashika Jakhmola, Maximilian Sprang, Gerrit Großmann, Hind Raki, Niloofar Maani, Daria Pavliuk, Jan Ewald, Sebastian J. Vollmer
2025 J jnl
When Counterfactual Reasoning Fails: Chaos and Real-World Complexity.
CoRR
Yahya Aalaila, Gerrit Großmann, Sumantrak Mukherjee, Jonas Wahl, Sebastian J. Vollmer
2024 J jnl
Enhancing GNNs with Architecture-Agnostic Graph Transformations: A Systematic Analysis.
CoRR
Zhifei Li, Gerrit Großmann, Verena Wolf
2024 — conf
Peculiarities of Counterfactual Point Process Generation.
STCausal@SIGSPATIAL
Gerrit Großmann, Sumantrak Mukherjee, Sebastian J. Vollmer
2024 J jnl
icon: Fast Simulation of Epidemics on Coevolving Networks.
CoRR
Gerrit Großmann, Sebastian J. Vollmer
2023 J jnl
Unsupervised relational inference using masked reconstruction.
Appl. Netw. Sci.
Gerrit Großmann, Julian Zimmerlin, Michael Backenköhler, Verena Wolf
2021 — conf
Abstraction-Guided Truncations for Stationary Distributions of Markov Population Models.
QEST
Michael Backenköhler, Luca Bortolussi, Gerrit Großmann, Verena Wolf
2021 J jnl
Abstraction-Guided Truncations for Stationary Distributions of Markov Population Models.
CoRR
Michael Backenköhler, Luca Bortolussi, Gerrit Großmann, Verena Wolf
2021 — conf
Analysis of Markov Jump Processes under Terminal Constraints.
TACAS (1)
Michael Backenköhler, Luca Bortolussi, Gerrit Großmann, Verena Wolf
2021 — conf
Epidemic overdispersion strengthens the effectiveness of mobility restrictions.
HSCC
Gerrit Großmann, Michael Backenköhler, Verena Wolf
2021 J jnl
GINA: Neural Relational Inference From Independent Snapshots.
CoRR
Gerrit Großmann, Julian Zimmerlin, Michael Backenköhler, Verena Wolf
2020 J jnl
Analysis of Markov Jump Processes under Terminal Constraints.
CoRR
Michael Backenköhler, Luca Bortolussi, Gerrit Großmann, Verena Wolf
2020 — conf
Importance of Interaction Structure and Stochasticity for Epidemic Spreading: A COVID-19 Case Study.
QEST
Gerrit Großmann, Michael Backenköhler, Verena Wolf
2020 — conf
Learning Vaccine Allocation from Simulations.
COMPLEX NETWORKS (1)
Gerrit Großmann, Michael Backenköhler, Jonas Klesen, Verena Wolf
2019 — conf
Reducing Spreading Processes on Networks to Markov Population Models.
QEST
Gerrit Großmann, Luca Bortolussi
2019 J jnl
Reducing Spreading Processes on Networks to Markov Population Models.
CoRR
Gerrit Großmann, Luca Bortolussi
2019 — conf
Rejection-Based Simulation of Non-Markovian Agents on Complex Networks.
COMPLEX NETWORKS (1)
Gerrit Großmann, Luca Bortolussi, Verena Wolf
2019 J jnl
Rejection-Based Simulation of Non-Markovian Agents on Complex Networks.
CoRR
Gerrit Großmann, Luca Bortolussi, Verena Wolf
2019 — conf
Rejection-Based Simulation of Stochastic Spreading Processes on Complex Networks.
HSB
Gerrit Großmann, Verena Wolf
2018 — conf
Lumping the Approximate Master Equation for Multistate Processes on Complex Networks.
QEST
Gerrit Großmann, Charalampos Kyriakopoulos, Luca Bortolussi, Verena Wolf
2018 J jnl
Lumping the Approximate Master Equation for Multistate Processes on Complex Networks.
CoRR
Gerrit Großmann, Charalampos Kyriakopoulos, Luca Bortolussi, Verena Wolf
2018 J jnl
Rejection-Based Simulation of Stochastic Spreading Processes on Complex Networks.
CoRR
Gerrit Großmann, Verena Wolf