# All Publications in 2022

The following listing contains all publications of the current members of the Algorithm Engineering group in 2022.

You can view all publications of the current members of the Algorithm Engineering group. To view all dissertations, please click here. For other listings, please see:

- years: 2023, 2022, 2021, 2020, 2019, 2018, 2017, 2016, 2015, 2014, 2013, 2012, 2011, 2010
- researchers: Prof. Dr. Tobias Friedrich, Dr. Samuel Baguley, Dr. Katrin Casel, Dr. Sarel Cohen, Dr. Andreas Göbel, Dr. Davis Issac, Dr. Timo Kötzing, Dr. Nikhil Kumar, Dr. Pascal Lenzner, Dr. Ralf Rothenberger, Dr. George Skretas
- PhD students: Vanja Doskoč, Philipp Fischbeck, Hans Gawendowicz, Maximilian Katzmann, Nicolas Klodt, Simon Krogmann, Gregor Lagodzinski, Xiaoyue Sherry Li, Louise Molitor, Stefan Neubert, Aikaterini Niklanovits, Marcus Pappik, Leila Parsaei-Majd, Francesco Quinzan, Aishwarya Radhakrishnan, Ziena Zeif
- theory conferences: ICALP, MFCS, SAGT, STACS, STOC, WINE

algorithm conferences: ALENEX, ESA, GD, ISAAC, SODA, SPAA, SWAT, WAW - artificial intelligence conferences: AAAI, AAMAS, ALT, COLT, ECAI, ICAPS, IJCAI, SAT

evolutionary computation conferences: CEC, EMO, EvoCOP, FOGA, GECCO, PPSN

## Conference Publications

2022

- Hacker, Philipp; Naumann, Felix; Friedrich, Tobias; Grundmann, Stefan; Lehmann, Anja
**AI Compliance - Challenges of Bridging Data Science and Law**ACM Journal of Data and Information Quality 2022 - Bläsius, Thomas; Freiberger, Cedric; Friedrich, Tobias; Katzmann, Maximilian; Montenegro-Retana, Felix; Thieffry, Marianne
**Efficient Shortest Paths in Scale-Free Networks with Underlying Hyperbolic Geometry**ACM Transactions on Algorithms 2022: 1–32 - Bilò, Davide; Bilò, Vittorio; Lenzner, Pascal; Molitor, Louise
**Topological Influence and Locality in Swap Schelling Games**Autonomous Agents and Multi-Agent Systems (AGNT) 2022: 47 - Casel, Katrin; Fischbeck, Philipp; Friedrich, Tobias; Göbel, Andreas; Lagodzinski, J. A. Gregor
**Zeros and approximations of Holant polynomials on the complex plane**Computational Complexity 2022: 11 - Casel, Katrin; Fernau, Henning; Grigoriev, Alexander; Schmid, Markus L.; Whitesides, Sue
**Combinatorial Properties and Recognition of Unit Square Visibility Graphs**Discrete \& Computational Geometry 2022 - Bläsius, Thomas; Friedrich, Tobias; Lischeid, Julius; Meeks, Kitty; Schirneck, Martin
**Efficiently Enumerating Hitting Sets of Hypergraphs Arising in Data Profiling**Journal of Computer and System Sciences 2022: 192–213 - Friedrich, Tobias; Göbel, Andreas; Krejca, Martin S.; Pappik, Marcus
**A Spectral Independence View on Hard Spheres via Block Dynamics**SIAM Journal on Discrete Mathematics 2022: 2282–2322 - Bläsius, Thomas; Friedrich, Tobias; Schirneck, Martin
**The Complexity of Dependency Detection and Discovery in Relational Databases**Theoretical Computer Science 2022: 79–96 - Bandyapadhyay, Sayan; Fomin, Fedor V.; Golovach, Petr A.; Lochet, William; Purohit, Nidhi; Simonov, Kirill
**How to Find a Good Explanation for Clustering?**Conference on Artificial Intelligence (AAAI) 2022: 3904–3912 - Cseh, Ágnes; Peters, Jannik
**Three-Dimensional Popular Matching with Cyclic Preferences**Autonomous Agents and Multi-Agent Systems (AAMAS) 2022: 77–87 - Berenbrink, Petra; Hoefer, Martin; Kaaser, Dominik; Lenzner, Pascal; Rau, Malin; Schmand, Daniel
**Asynchronous Opinion Dynamics in Social Networks**Autonomous Agents and Multi-Agent Systems (AAMAS) 2022: 109–117 - Cseh, Ágnes; Friedrich, Tobias; Peters, Jannik
**Pareto Optimal and Popular House Allocation with Lower and Upper Quotas**Autonomous Agents and Multi-Agent Systems (AAMAS) 2022: 300–308 - Bläsius, Thomas; Friedrich, Tobias; Stangl, David; Weyand, Christopher
**An Efficient Branch-and-Bound Solver for Hitting Set**Algorithm Engineering and Experiments (ALENEX) 2022 - Friedrich, Tobias; Issac, Davis; Kumar, Nikhil; Mallek, Nadym; Zeif, Ziena
**A Primal-Dual Algorithm for Multicommodity Flows and Multicuts in Treewidth-2 Graphs**Approximation Algorithms for Combinatorial Optimization Problems (APPROX) 2022: 55:1–55:18 - Doskoč, Vanja; Kötzing, Timo
**Maps of Restrictions for Behaviourally Correct Learning**Computability in Europe (CiE) 2022: 103–114 - Friedrich, Tobias; Göbel, Andreas; Katzmann, Maximilian; Krejca, Martin S.; Pappik, Marcus
**Algorithms for hard-constraint point processes via discretization**International Computing and Combinatorics Conference (COCOON) 2022 - Hildebrandt, Philipp; Schulze, Maximilian; Cohen, Sarel; Doskoč, Vanja; Saabni, Raid; Friedrich, Tobias
**Optical Character Recognition Guided Image Super Resolution**Symposium on Document Engineering (DocEng) 2022: 1–4 - Führlich, Pascal; Cseh, Ágnes; Lenzner, Pascal
**Improving Ranking Quality and Fairness in Swiss-System Chess Tournaments**ACM Conference on Economics and Computation (EC) 2022: 1101–1102 - Bläsius, Thomas; Fischbeck, Philipp
**On the External Validity of Average-Case Analyses of Graph Algorithms**European Symposium on Algorithms (ESA) 2022: 21:1–21:14 - Kumar, Nikhil
**An Approximate Generalization of the Okamura-Seymour Theorem**Symposium on Foundations of Computer Science (FOCS) 2022 - Angrick, Sebastian; Bals, Ben; Hastrich, Niko; Kleissl, Maximilian; Schmidt, Jonas; Doskoč, Vanja; Katzmann, Maximilian; Molitor, Louise; Friedrich, Tobias
**Towards Explainable Real Estate Valuation via Evolutionary Algorithms**Genetic and Evolutionary Computation Conference (GECCO) 2022: 1130–1138 - Baguley, Samuel; Friedrich, Tobias; Timo, Kötzing; Li, Xiaoyue; Pappik, Marcus; Zeif, Ziena
**Analysis of a Gray-Box Operator for Vertex Cover**Genetic and Evolutionary Computation Conference (GECCO) 2022: 1363–1371 - Friedrich, Tobias; Kötzing, Timo; Radhakrishnan, Aishwarya; Schiller, Leon; Schirneck, Martin; Tennigkeit, Georg; Wietheger, Simon
**Crossover for Cardinality Constrained Optimization**Genetic and Evolutionary Computation Conference (GECCO) 2022: 1399–1407Best Paper Award (Theory Track) - Wood, Andrew; Hershcovitch, Moshik; Ennmouri, Ilias; Zong, Weiyu; Chennuri, Saurav; Cohen, Sarel; Sundararaman, Swaminathan; Waddington, Daniel; Chin, Peter
**Towards Fast Crash-Consistent Cluster Checkpointing**High Performance Extreme Computing Conference (HPEC) 2022 - Friedrich, Tobias; Gawendowicz, Hans; Lenzner, Pascal; Melnichenko, Anna
**Social Distancing Network Creation**International Colloquium on Automata, Languages and Programming (ICALP) 2022: 62:1–62:21 - Bilò, Davide; Choudhary, Keerti; Cohen, Sarel; Friedrich, Tobias; Schirneck, Martin
**Deterministic Sensitivity Oracles for Diameter, Eccentricities and All Pairs Distances**International Colloquium on Automata, Languages and Programming (ICALP) 2022: 68:1–68:19 - Böther, Maximilian; Kißig, Otto; Taraz, Martin; Cohen, Sarel; Seidel, Karen; Friedrich, Tobias
**What’s Wrong with Deep Learning in Tree Search for Combinatorial Optimization**International Conference on Learning Representations (ICLR) 2022 - Bilò, Davide; Bilò, Vittorio; Lenzner, Pascal; Molitor, Louise
**Tolerance is Necessary for Stability: Single-Peaked Swap Schelling Games**International Joint Conference on Artificial Intelligence (IJCAI) 2022: 81–87 - Bullinger, Martin; Lenzner, Pascal; Melnichenko, Anna
**Network Creation with Homophilic Agents**International Joint Conference on Artificial Intelligence (IJCAI) 2022: 151–157 - Bilò, Davide; Casel, Katrin; Choudhary, Keerti; Cohen, Sarel; Friedrich, Tobias; Lagodzinski, J.A. Gregor; Schirneck, Martin; Wietheger, Simon
**Fixed-Parameter Sensitivity Oracles**Innovations in Theoretical Computer Science (ITCS) 2022: 23:1–23:18 - Friedrich, Tobias; Kötzing, Timo; Krejca, Martin S.; Rajabi, Amirhossein
**Escaping Local Optima With Local Search: A Theory-Driven Discussion**Parallel Problem Solving from Nature (PPSN) 2022: 442–455Best Paper Award and Best Poster Award - Friedrich, Tobias; Kötzing, Timo; Neumann, Frank; Radhakrishnan, Aishwarya
**Theoretical Study of Optimizing Rugge Landscapes with the cGA**Parallel Problem Solving From Nature (PPSN) 2022: 586–599 - Bläsius, Thomas; Fischbeck, Philipp; Gottesbüren, Lars; Hamann, Michael; Heuer, Tobias; Spinner, Jonas; Weyand, Christopher; Wilhelm, Marcus
**A Branch-and-Bound Algorithm for Cluster Editing**Symposium on Experimental Algorithms (SEA) 2022: 13:1–13:19 - Cohen, Sarel; Fischbeck, Philipp; Friedrich, Tobias; Krejca, Martin S.; Sauerwald, Thomas
**Accelerated Information Dissemination on Networks with Local and Global Edges**Structural Information and Communication Complexity (SIROCCO) 2022: 79–97 - Fomin, Fedor V.; Golovach, Petr A.; Sagunov, Danil; Simonov, Kirill
**Algorithmic Extensions of Dirac’s Theorem**Symposium on Discrete Algorithms (SODA) 2022: 406–416 - Bazgan, Cristina; Casel, Katrin; Cazals, Pierre
**Dense Graph Partitioning on sparse and dense graphs.**Scandinavian Workshop Algorithm Theory (SWAT) 2022

## Journal Publications

2022

- Hacker, Philipp; Naumann, Felix; Friedrich, Tobias; Grundmann, Stefan; Lehmann, Anja
**AI Compliance - Challenges of Bridging Data Science and Law**ACM Journal of Data and Information Quality 2022 - Bläsius, Thomas; Freiberger, Cedric; Friedrich, Tobias; Katzmann, Maximilian; Montenegro-Retana, Felix; Thieffry, Marianne
**Efficient Shortest Paths in Scale-Free Networks with Underlying Hyperbolic Geometry**ACM Transactions on Algorithms 2022: 1–32 - Bilò, Davide; Bilò, Vittorio; Lenzner, Pascal; Molitor, Louise
**Topological Influence and Locality in Swap Schelling Games**Autonomous Agents and Multi-Agent Systems (AGNT) 2022: 47 - Casel, Katrin; Fischbeck, Philipp; Friedrich, Tobias; Göbel, Andreas; Lagodzinski, J. A. Gregor
**Zeros and approximations of Holant polynomials on the complex plane**Computational Complexity 2022: 11 - Casel, Katrin; Fernau, Henning; Grigoriev, Alexander; Schmid, Markus L.; Whitesides, Sue
**Combinatorial Properties and Recognition of Unit Square Visibility Graphs**Discrete & Computational Geometry 2022 - Bläsius, Thomas; Friedrich, Tobias; Lischeid, Julius; Meeks, Kitty; Schirneck, Martin
**Efficiently Enumerating Hitting Sets of Hypergraphs Arising in Data Profiling**Journal of Computer and System Sciences 2022: 192–213 - Friedrich, Tobias; Göbel, Andreas; Krejca, Martin S.; Pappik, Marcus
**A Spectral Independence View on Hard Spheres via Block Dynamics**SIAM Journal on Discrete Mathematics 2022: 2282–2322 - Bläsius, Thomas; Friedrich, Tobias; Schirneck, Martin
**The Complexity of Dependency Detection and Discovery in Relational Databases**Theoretical Computer Science 2022: 79–96 - Bandyapadhyay, Sayan; Fomin, Fedor V.; Golovach, Petr A.; Lochet, William; Purohit, Nidhi; Simonov, Kirill
**How to Find a Good Explanation for Clustering?**Conference on Artificial Intelligence (AAAI) 2022: 3904–3912 - Cseh, Ágnes; Peters, Jannik
**Three-Dimensional Popular Matching with Cyclic Preferences**Autonomous Agents and Multi-Agent Systems (AAMAS) 2022: 77–87 - Berenbrink, Petra; Hoefer, Martin; Kaaser, Dominik; Lenzner, Pascal; Rau, Malin; Schmand, Daniel
**Asynchronous Opinion Dynamics in Social Networks**Autonomous Agents and Multi-Agent Systems (AAMAS) 2022: 109–117 - Cseh, Ágnes; Friedrich, Tobias; Peters, Jannik
**Pareto Optimal and Popular House Allocation with Lower and Upper Quotas**Autonomous Agents and Multi-Agent Systems (AAMAS) 2022: 300–308 - Bläsius, Thomas; Friedrich, Tobias; Stangl, David; Weyand, Christopher
**An Efficient Branch-and-Bound Solver for Hitting Set**Algorithm Engineering and Experiments (ALENEX) 2022 - Friedrich, Tobias; Issac, Davis; Kumar, Nikhil; Mallek, Nadym; Zeif, Ziena
**A Primal-Dual Algorithm for Multicommodity Flows and Multicuts in Treewidth-2 Graphs**Approximation Algorithms for Combinatorial Optimization Problems (APPROX) 2022: 55:1–55:18 - Doskoč, Vanja; Kötzing, Timo
**Maps of Restrictions for Behaviourally Correct Learning**Computability in Europe (CiE) 2022: 103–114 - Friedrich, Tobias; Göbel, Andreas; Katzmann, Maximilian; Krejca, Martin S.; Pappik, Marcus
**Algorithms for hard-constraint point processes via discretization**International Computing and Combinatorics Conference (COCOON) 2022 - Hildebrandt, Philipp; Schulze, Maximilian; Cohen, Sarel; Doskoč, Vanja; Saabni, Raid; Friedrich, Tobias
**Optical Character Recognition Guided Image Super Resolution**Symposium on Document Engineering (DocEng) 2022: 1–4 - Führlich, Pascal; Cseh, Ágnes; Lenzner, Pascal
**Improving Ranking Quality and Fairness in Swiss-System Chess Tournaments**ACM Conference on Economics and Computation (EC) 2022: 1101–1102 - Bläsius, Thomas; Fischbeck, Philipp
**On the External Validity of Average-Case Analyses of Graph Algorithms**European Symposium on Algorithms (ESA) 2022: 21:1–21:14 - Kumar, Nikhil
**An Approximate Generalization of the Okamura-Seymour Theorem**Symposium on Foundations of Computer Science (FOCS) 2022 - Angrick, Sebastian; Bals, Ben; Hastrich, Niko; Kleissl, Maximilian; Schmidt, Jonas; Doskoč, Vanja; Katzmann, Maximilian; Molitor, Louise; Friedrich, Tobias
**Towards Explainable Real Estate Valuation via Evolutionary Algorithms**Genetic and Evolutionary Computation Conference (GECCO) 2022: 1130–1138 - Baguley, Samuel; Friedrich, Tobias; Timo, Kötzing; Li, Xiaoyue; Pappik, Marcus; Zeif, Ziena
**Analysis of a Gray-Box Operator for Vertex Cover**Genetic and Evolutionary Computation Conference (GECCO) 2022: 1363–1371 - Friedrich, Tobias; Kötzing, Timo; Radhakrishnan, Aishwarya; Schiller, Leon; Schirneck, Martin; Tennigkeit, Georg; Wietheger, Simon
**Crossover for Cardinality Constrained Optimization**Genetic and Evolutionary Computation Conference (GECCO) 2022: 1399–1407Best Paper Award (Theory Track) - Wood, Andrew; Hershcovitch, Moshik; Ennmouri, Ilias; Zong, Weiyu; Chennuri, Saurav; Cohen, Sarel; Sundararaman, Swaminathan; Waddington, Daniel; Chin, Peter
**Towards Fast Crash-Consistent Cluster Checkpointing**High Performance Extreme Computing Conference (HPEC) 2022 - Friedrich, Tobias; Gawendowicz, Hans; Lenzner, Pascal; Melnichenko, Anna
**Social Distancing Network Creation**International Colloquium on Automata, Languages and Programming (ICALP) 2022: 62:1–62:21 - Bilò, Davide; Choudhary, Keerti; Cohen, Sarel; Friedrich, Tobias; Schirneck, Martin
**Deterministic Sensitivity Oracles for Diameter, Eccentricities and All Pairs Distances**International Colloquium on Automata, Languages and Programming (ICALP) 2022: 68:1–68:19 - Böther, Maximilian; Kißig, Otto; Taraz, Martin; Cohen, Sarel; Seidel, Karen; Friedrich, Tobias
**What’s Wrong with Deep Learning in Tree Search for Combinatorial Optimization**International Conference on Learning Representations (ICLR) 2022 - Bilò, Davide; Bilò, Vittorio; Lenzner, Pascal; Molitor, Louise
**Tolerance is Necessary for Stability: Single-Peaked Swap Schelling Games**International Joint Conference on Artificial Intelligence (IJCAI) 2022: 81–87 - Bullinger, Martin; Lenzner, Pascal; Melnichenko, Anna
**Network Creation with Homophilic Agents**International Joint Conference on Artificial Intelligence (IJCAI) 2022: 151–157 - Bilò, Davide; Casel, Katrin; Choudhary, Keerti; Cohen, Sarel; Friedrich, Tobias; Lagodzinski, J.A. Gregor; Schirneck, Martin; Wietheger, Simon
**Fixed-Parameter Sensitivity Oracles**Innovations in Theoretical Computer Science (ITCS) 2022: 23:1–23:18 - Friedrich, Tobias; Kötzing, Timo; Krejca, Martin S.; Rajabi, Amirhossein
**Escaping Local Optima With Local Search: A Theory-Driven Discussion**Parallel Problem Solving from Nature (PPSN) 2022: 442–455Best Paper Award and Best Poster Award - Friedrich, Tobias; Kötzing, Timo; Neumann, Frank; Radhakrishnan, Aishwarya
**Theoretical Study of Optimizing Rugge Landscapes with the cGA**Parallel Problem Solving From Nature (PPSN) 2022: 586–599 - Bläsius, Thomas; Fischbeck, Philipp; Gottesbüren, Lars; Hamann, Michael; Heuer, Tobias; Spinner, Jonas; Weyand, Christopher; Wilhelm, Marcus
**A Branch-and-Bound Algorithm for Cluster Editing**Symposium on Experimental Algorithms (SEA) 2022: 13:1–13:19 - Cohen, Sarel; Fischbeck, Philipp; Friedrich, Tobias; Krejca, Martin S.; Sauerwald, Thomas
**Accelerated Information Dissemination on Networks with Local and Global Edges**Structural Information and Communication Complexity (SIROCCO) 2022: 79–97 - Fomin, Fedor V.; Golovach, Petr A.; Sagunov, Danil; Simonov, Kirill
**Algorithmic Extensions of Dirac’s Theorem**Symposium on Discrete Algorithms (SODA) 2022: 406–416 - Bazgan, Cristina; Casel, Katrin; Cazals, Pierre
**Dense Graph Partitioning on sparse and dense graphs.**Scandinavian Workshop Algorithm Theory (SWAT) 2022