| 2026 | ACL | CoQuIR: A Comprehensive Benchmark for Code Quality-Aware Information Retrieval. | Jiahui Geng, Fengyu Cai, Shaobo Cui, Qing Li, Liangwei Chen, Chenyang Lyu, Haonan Li, Derui Zhu, Alexander Pretschner, Heinz Koeppl, Fakhri Karray |
| 2026 | ICPR | Deep Spatiotemporal Forecasting from Privacy-Preserving Mobility Traces. | Philipp Froehlich, Amine Chouchane, Qi Li, Sarra Ben Hamdene, Deniz Dagtekin, Benjamin Dauth, Heinz Koeppl |
| 2025 | AAAI | Bounded Rationality Equilibrium Learning in Mean Field Games. | Yannick Eich, Christian Fabian, Kai Cui, Heinz Koeppl |
| 2025 | AISTATS | Entropic Matching for Expectation Propagation of Markov Jump Processes. | Yannick Eich, Bastian Alt, Heinz Koeppl |
| 2025 | ICML | Learning Mean Field Control on Sparse Graphs. | Christian Fabian, Kai Cui, Heinz Koeppl |
| 2025 | ITW | Identification over Affine Poisson Channels: Application to Molecular Mixture Communication Systems. | Mohammad Javad Salariseddigh, Heinz Koeppl, Holger Boche, Vahid Jamali |
| 2024 | AAAI | Learning Discrete-Time Major-Minor Mean Field Games. | Kai Cui, Gke Dayanikli, Mathieu Laurire, Matthieu Geist, Olivier Pietquin, Heinz Koeppl |
| 2024 | ACL | GeoHard: Towards Measuring Class-wise Hardness through Modelling Class Semantics. | Fengyu Cai, Xinran Zhao, Hongming Zhang, Iryna Gurevych, Heinz Koeppl |
| 2024 | AISTATS | Approximate Control for Continuous-Time POMDPs. | Yannick Eich, Bastian Alt, Heinz Koeppl |
| 2024 | EMNLP | MixGR: Enhancing Retriever Generalization for Scientific Domain through Complementary Granularity. | Fengyu Cai, Xinran Zhao, Tong Chen, Sihao Chen, Hongming Zhang, Iryna Gurevych, Heinz Koeppl |
| 2024 | ICLR | Learning Decentralized Partially Observable Mean Field Control for Artificial Collective Behavior. | Kai Cui, Sascha Hauck, Christian Fabian, Heinz Koeppl |
| 2024 | ICLR | Learning Mean Field Games on Sparse Graphs: A Hybrid Graphex Approach. | Christian Fabian, Kai Cui, Heinz Koeppl |
| 2024 | ICML | Major-Minor Mean Field Multi-Agent Reinforcement Learning. | Kai Cui, Christian Fabian, Anam Tahir, Heinz Koeppl |
| 2024 | IJCAI | Negative-Binomial Randomized Gamma Dynamical Systems for Heterogeneous Overdispersed Count Time Sequences. | Rui Huang, Sikun Yang, Heinz Koeppl |
| 2024 | ICRA | A Modular Aerial System Based on Homogeneous Quadrotors with Fault-Tolerant Control. | Mengguang Li, Kai Cui, Heinz Koeppl |
| 2024 | ICRA | Optimal Collaborative Transportation for Under-Capacitated Vehicle Routing Problems using Aerial Drone Swarms. | Akash Kopparam Sreedhara, Deepesh Padala, Shashank Mahesh, Kai Cui, Mengguang Li, Heinz Koeppl |
| 2024 | ISIT | Mutual Information of a class of Poisson-type Channels using Markov Renewal Theory. | Maximilian Gehri, Nicolai Engelmann, Heinz Koeppl |
| 2024 | NAACL | A Survey of Confidence Estimation and Calibration in Large Language Models. | Jiahui Geng, Fengyu Cai, Yuxia Wang, Heinz Koeppl, Preslav Nakov, Iryna Gurevych |
| 2024 | Networking | Collaborative Optimization of the Age of Information Under Partial Observability. | Anam Tahir, Kai Cui, Bastian Alt, Amr Rizk, Heinz Koeppl |
| 2023 | ACL | ECOLA: Enhancing Temporal Knowledge Embeddings with Contextualized Language Representations. | Zhen Han, Ruotong Liao, Jindong Gu, Yao Zhang, Zifeng Ding, Yujia Gu, Heinz Koeppl, Hinrich Schtze, Volker Tresp |
| 2023 | AISTATS | Learning Sparse Graphon Mean Field Games. | Christian Fabian, Kai Cui, Heinz Koeppl |
| 2023 | ICRA | Scalable Task-Driven Robotic Swarm Control via Collision Avoidance and Learning Mean-Field Control. | Kai Cui, Mengguang Li, Christian Fabian, Heinz Koeppl |
| 2023 | LCN | UAV Swarms for Joint Data Ferrying and Dynamic Cell Coverage via Optimal Transport Descent and Quadratic Assignment. | Kai Cui, Lars Baumgrtner, Mustafa Burak Yilmaz, Mengguang Li, Christian Fabian, Benjamin Becker, Lin Xiang, Maximilian Bauer, Heinz Koeppl |
| 2023 | QoMEX | Modeling Quality of Experience for Compressed Point Cloud Sequences based on a Subjective Study. | Jannis Weil, Yassin Alkhalili, Anam Tahir, Thomas Gruczyk, Tobias Meuser, Mu Mu, Heinz Koeppl, Andreas Mauthe |
| 2022 | GLOBECOM | Optimal Offloading Strategies for Edge-Computing via Mean-Field Games and Control. | Kai Cui, Mustafa Burak Yilmaz, Anam Tahir, Anja Klein, Heinz Koeppl |
| 2022 | GLOBECOM | Decentralized Coordination in Partially Observable Queueing Networks. | Jiekai Jia, Anam Tahir, Heinz Koeppl |
| 2022 | ICLR | Learning Graphon Mean Field Games and Approximate Nash Equilibria. | Kai Cui, Heinz Koeppl |
| 2022 | ICML | Markov Chain Monte Carlo for Continuous-Time Switching Dynamical Systems. | Lukas Khs, Bastian Alt, Heinz Koeppl |
| 2022 | ICPP | Learning Mean-Field Control for Delayed Information Load Balancing in Large Queuing Systems. | Anam Tahir, Kai Cui, Heinz Koeppl |
| 2022 | ICRA | Nearest-Neighbor-based Collision Avoidance for Quadrotors via Reinforcement Learning. | Ramzi Ourari, Kai Cui, Ahmed Elshamanhory, Heinz Koeppl |
| 2021 | AISTATS | Approximately Solving Mean Field Games via Entropy-Regularized Deep Reinforcement Learning. | Kai Cui, Heinz Koeppl |
| 2021 | AISTATS | Moment-Based Variational Inference for Stochastic Differential Equations. | Christian Wildner, Heinz Koeppl |
| 2021 | BMVC | OSS-Net: Memory Efficient High Resolution Semantic Segmentation of 3D Medical Data. | Christoph Reich, Tim Prangemeier, zdemir etin, Heinz Koeppl |
| 2021 | ICML | Active Learning of Continuous-time Bayesian Networks through Interventions. | Dominik Linzner, Heinz Koeppl |
| 2021 | MICCAI | Multi-StyleGAN: Towards Image-Based Simulation of Time-Lapse Live-Cell Microscopy. | Christoph Reich, Tim Prangemeier, Christian Wildner, Heinz Koeppl |
| 2020 | AAAI | A Variational Perturbative Approach to Planning in Graph-Based Markov Decision Processes. | Dominik Linzner, Heinz Koeppl |
| 2020 | CIBCB | Multiclass Yeast Segmentation in Microstructured Environments with Deep Learning. | Tim Prangemeier, Christian Wildner, Andr O. Franani, Christoph Reich, Heinz Koeppl |
| 2020 | ICML | Continuous Time Bayesian Networks with Clocks. | Nicolai Engelmann, Dominik Linzner, Heinz Koeppl |
| 2020 | ISIT | Poisson channel with binary Markov input and average sojourn time constraint. | Mark Sinzger, Maximilian Gehri, Heinz Koeppl |
| 2020 | UAI | The Hawkes Edge Partition Model for Continuous-time Event-based Temporal Networks. | Sikun Yang, Heinz Koeppl |
| 2019 | ICML | Moment-Based Variational Inference for Markov Jump Processes. | Christian Wildner, Heinz Koeppl |
| 2019 | INFOCOM | CBA: Contextual Quality Adaptation for Adaptive Bitrate Video Streaming. | Bastian Alt, Trevor Ballard, Ralf Steinmetz, Heinz Koeppl, Amr Rizk |
| 2018 | AAAI | A Poisson Gamma Probabilistic Model for Latent Node-Group Memberships in Dynamic Networks. | Sikun Yang, Heinz Koeppl |
| 2018 | ICDM | Collapsed Variational Inference for Nonparametric Bayesian Group Factor Analysis. | Sikun Yang, Heinz Koeppl |
| 2018 | ICML | Dependent Relational Gamma Process Models for Longitudinal Networks. | Sikun Yang, Heinz Koeppl |
| 2018 | INFOCOM | Collaborative Uploading in Heterogeneous Networks: Optimal and Adaptive Strategies. | Wasiur R. KhudaBukhsh, Bastian Alt, Sounak Kar, Amr Rizk, Heinz Koeppl |
| 2017 | INFOCOM | Optimizing stochastic scheduling in fork-join queueing models: Bounds and applications. | Wasiur R. KhudaBukhsh, Amr Rizk, Alexander Frmmgen, Heinz Koeppl |
| 2017 | VTC | Cross-Layer QoE-Based Incentive Mechanism for Video Streaming in Multi-Hop Wireless Networks. | Mahdi Mousavi, Hussein Al-Shatri, Wasiur R. KhudaBukhsh, Heinz Koeppl, Anja Klein |
| 2016 | AAAI | Marginalized Continuous Time Bayesian Networks for Network Reconstruction from Incomplete Observations. | Lukas Studer, Loc Paulev, Christoph Zechner, Matthias Reumann, Mara Rodrguez Martnez, Heinz Koeppl |
| 2016 | ICASSP | Policy recognition via expectation maximization. | Adrian Sosic, Abdelhak M. Zoubir, Heinz Koeppl |
| 2016 | Networking | Analysing and leveraging client heterogeneity in swarming-based live streaming. | Wasiur R. KhudaBukhsh, Julius Rckert, Julian Wulfheide, David Hausheer, Heinz Koeppl |
| 2016 | WoWMoM | Enabling crowdsourced live event coverage with adaptive collaborative upload strategies. | Bjrn Richerzhagen, Julian Wulfheide, Heinz Koeppl, Andreas Mauthe, Klara Nahrstedt, Ralf Steinmetz |
| 2013 | CAV | Under-Approximating Cut Sets for Reachability in Large Scale Automata Networks. | Loc Paulev, Geoffroy Andrieux, Heinz Koeppl |
| 2012 | WSC | Reconstructing species-based dynamics from reduced stochastic rule-based models. | Tatjana Petrov, Jrme Feret, Heinz Koeppl |
| 2011 | DNA | Cooperative Assembly Systems. | Vincent Danos, Heinz Koeppl, John Roger Wilson-Kanamori |
| 2010 | ISCAS | Probability metrics to calibrate stochastic chemical kinetics. | Heinz Koeppl, Gianluca Setti, Serge Pelet, Mauro Mangia, Tatjana Petrov, Matthias Peter |
| 2009 | ISCAS | Analysis and Design of Biological Circuits and Systems. | Heinz Koeppl, Gianluca Setti |
| 2008 | ISCAS | Digitally enhanced analog circuits: System aspects. | Boris Murmann, Christian Vogel, Heinz Koeppl |
| 2007 | ISCAS | The Composition Rule for Multivariate Volterra Operators and its Application to Circuit Analysis. | Heinz Koeppl |
| 2006 | IJCNN | A Bio-inspired Computer Fovea Model based on Hexagonal-type Cellular Neural Networks. | Chao-Hui Huang, Heinz Koeppl, Chin-Teng Lin |
| 2006 | IJCNN | Information Rate Maximization over a Resistive Grid. | Heinz Koeppl |
| 2004 | ICASSP | Comparison of discrete-time approximations for continuous-time nonlinear systems. | Heinz Koeppl, David Schwingshackl |