@article{chatterjee2025boosting,
  title={Boosting Payment Channel Network Liquidity with Topology Optimization and Transaction Selection},
  author={Chatterjee, Krishnendu and K{\v{r}}i{\v{s}}t'an, Jan Maty{\'a}{\v{s}} and Schmid, Stefan and Svoboda, Jakub and Yeo, Michelle},
  journal={arXiv preprint arXiv:2508.14524},
  year={2025}
}

@article{brandstotter2025synthesizing,
  title={Synthesizing Accurate and Realistic T1-weighted Contrast-Enhanced MR Images using Posterior-Mean Rectified Flow},
  author={Brandst{\"o}tter, Bastian and Kobler, Erich},
  journal={arXiv preprint arXiv:2508.12640},
  year={2025}
}

@article{di2025minimal,
  title={Minimal Model Reasoning in Description Logics: Don't Try This at Home!},
  author={Di Stefano, Federica and Mani{\`e}re, Quentin and Ortiz, Magdalena and {\v{S}}imkus, Mantas},
  journal={arXiv preprint arXiv:2508.05350},
  year={2025}
}

@article{moscati2025face,
  title={Face-voice Association in Multilingual Environments (FAME) 2026 Challenge Evaluation Plan},
  author={Moscati, Marta and Abdullah, Ahmed and Saeed, Muhammad Saad and Nawaz, Shah and Das, Rohan Kumar and Zaheer, Muhammad Zaigham and Mir, Junaid and Yousaf, Muhammad Haroon and Malik, Khalid and Schedl, Markus},
  journal={arXiv preprint arXiv:2508.04592},
  year={2025}
}

@article{moscati2025parameter,
  title={Parameter-Efficient Single Collaborative Branch for Recommendation},
  author={Moscati, Marta and Nawaz, Shah and Schedl, Markus},
  journal={arXiv preprint arXiv:2508.03518},
  year={2025}
}

@article{ahmetaj2025shacl,
  title={SHACL Validation under Graph Updates (Extended Paper)},
  author={Ahmetaj, Shqiponja and Konstantinidis, George and Ortiz, Magdalena and Pareti, Paolo and Simkus, Mantas},
  journal={arXiv preprint arXiv:2508.00137},
  year={2025}
}

@article{tarzariol2025casp,
  title={A CASP-based Solution for Traffic Signal Optimisation},
  author={Tarzariol, Alice and Maratea, Marco and Vallati, Mauro},
  journal={arXiv preprint arXiv:2507.19061},
  year={2025}
}

@article{beiser2025automated,
  title={Automated Hybrid Grounding Using Structural and Data-Driven Heuristics},
  author={Beiser, Alexander and Hecher, Markus and Woltran, Stefan},
  journal={arXiv preprint arXiv:2507.17493},
  year={2025}
}

@article{cranganore2025einstein,
  title={Einstein Fields: A Neural Perspective To Computational General Relativity},
  author={Cranganore, Sandeep Suresh and Bodnar, Andrei and Berzins, Arturs and Brandstetter, Johannes},
  journal={arXiv preprint arXiv:2507.11589},
  year={2025}
}

@article{geibinger2025and,
  title={Why this and not that? A Logic-based Framework for Contrastive Explanations},
  author={Geibinger, Tobias and Jaakkola, Reijo and Kuusisto, Antti and Liu, Xinghan and Vilander, Miikka},
  journal={arXiv preprint arXiv:2507.08454},
  year={2025}
}

@article{yang2025neurons,
  title={Neurons have an inherent capability to learn order relations: A theoretical foundation that explains numerous experimental data},
  author={Yang, Yukun and Maass, Wolfgang},
  journal={bioRxiv},
  year={2025},
  publisher={Cold Spring Harbor Laboratory}
}

@article{da2025calibrated,
  title={Calibrated Recommendations: Survey and Future Directions},
  author={da Silva, Diego Corr{\^e}a and Jannach, Dietmar},
  journal={arXiv preprint arXiv:2507.02643},
  year={2025}
}

@article{qi2025towards,
  title={Towards the Training of Deeper Predictive Coding Neural Networks},
  author={Qi, Chang and Forasassi, Matteo and Lukasiewicz, Thomas and Salvatori, Tommaso},
  journal={arXiv preprint arXiv:2506.23800},
  year={2025}
}

@article{frohmann2025double,
  title={Double Entendre: Robust Audio-Based AI-Generated Lyrics Detection via Multi-View Fusion},
  author={Frohmann, Markus and Meseguer-Brocal, Gabriel and Schedl, Markus and Epure, Elena V},
  journal={arXiv preprint arXiv:2506.15981},
  year={2025}
}

@article{baronig2025scalable,
  title={A Scalable Hybrid Training Approach for Recurrent Spiking Neural Networks},
  author={Baronig, Maximilian and Bahariasl, Yeganeh and {\"O}zdenizci, Ozan and Legenstein, Robert},
  journal={arXiv preprint arXiv:2506.14464},
  year={2025}
}

@article{asadi2025lower,
  title={Lower Bound on Howard Policy Iteration for Deterministic Markov Decision Processes},
  author={Asadi, Ali and Chatterjee, Krishnendu and de Raaij, Jakob},
  journal={arXiv preprint arXiv:2506.12254},
  year={2025}
}

@article{poppel2025plstm,
  title={pLSTM: parallelizable Linear Source Transition Mark networks},
  author={P{\"o}ppel, Korbinian and Freinschlag, Richard and Schmied, Thomas and Lin, Wei and Hochreiter, Sepp},
  journal={arXiv preprint arXiv:2506.11997},
  year={2025}
}

@article{setinek2025simshift,
  title={SIMSHIFT: A Benchmark for Adapting Neural Surrogates to Distribution Shifts},
  author={Setinek, Paul and Galletti, Gianluca and Gross, Thomas and Schn{\"u}rer, Dominik and Brandstetter, Johannes and Zellinger, Werner},
  journal={arXiv preprint arXiv:2506.12007},
  year={2025}
}

@article{sanokowski2025rethinking,
  title={Rethinking Losses for Diffusion Bridge Samplers},
  author={Sanokowski, Sebastian and Gruber, Lukas and Bartmann, Christoph and Hochreiter, Sepp and Lehner, Sebastian},
  journal={arXiv preprint arXiv:2506.10982},
  year={2025}
}

@article{pammer2025matheuristic,
  title={A matheuristic for solving the single row facility layout problem},
  author={Pammer, Thomas and Sinnl, Markus},
  journal={arXiv preprint arXiv:2506.09793},
  year={2025}
}

@article{scott2025differentially,
  title={Differentially Private Federated $ k $-Means Clustering with Server-Side Data},
  author={Scott, Jonathan and Lampert, Christoph H and Saulpic, David},
  journal={arXiv preprint arXiv:2506.05408},
  year={2025}
}

@article{schmied2024large,
  title={A large recurrent action model: xlstm enables fast inference for robotics tasks},
  author={Schmied, Thomas and Adler, Thomas and Patil, Vihang and Beck, Maximilian and P{\"o}ppel, Korbinian and Brandstetter, Johannes and Klambauer, G{\"u}nter and Pascanu, Razvan and Hochreiter, Sepp},
  journal={arXiv preprint arXiv:2410.22391},
  year={2024}
}

@article{schweighofer2024disparate,
  title={The Disparate Benefits of Deep Ensembles},
  author={Schweighofer, Kajetan and Arnaiz-Rodriguez, Adrian and Hochreiter, Sepp and Oliver, Nuria},
  journal={arXiv preprint arXiv:2410.13831},
  year={2024}
}

@article{damie2025fedivertex,
  title={Fedivertex: a Graph Dataset based on Decentralized Social Networks for Trustworthy Machine Learning},
  author={Damie, Marc and Cyffers, Edwige},
  journal={arXiv preprint arXiv:2505.20882},
  year={2025}
}

@article{yao2025third,
  title={The Third Pillar of Causal Analysis? A Measurement Perspective on Causal Representations},
  author={Yao, Dingling and Huang, Shimeng and Cadei, Riccardo and Zhang, Kun and Locatello, Francesco},
  journal={arXiv preprint arXiv:2505.17708},
  year={2025}
}

@article{kresse2025logic,
  title={Logic Gate Neural Networks are Good for Verification},
  author={Kresse, Fabian and Yu, Emily and Lampert, Christoph H and Henzinger, Thomas A},
  journal={arXiv preprint arXiv:2505.19932},
  year={2025}
}

@article{heisinger2025f4ncgb,
  title={f4ncgb: High Performance Gr$\backslash$" obner Basis Computations in Free Algebras},
  author={Heisinger, Maximilian and Hofstadler, Clemens},
  journal={arXiv preprint arXiv:2505.19304},
  year={2025}
}

@article{cadei2025causal,
  title={Causal lifting of neural representations: Zero-shot generalization for causal inferences},
  author={Cadei, Riccardo and Demirel, Ilker and De Bartolomeis, Piersilvio and Lindorfer, Lukas and Cremer, Sylvia and Schmid, Cordelia and Locatello, Francesco},
  journal={arXiv preprint arXiv:2502.06343},
  year={2025}
}

@article{wu2025attention,
  title={Attention with Trained Embeddings Provably Selects Important Tokens},
  author={Wu, Diyuan and Shevchenko, Aleksandr and Oymak, Samet and Mondelli, Marco},
  journal={arXiv preprint arXiv:2505.17282},
  year={2025}
}

@article{bombari2025better,
  title={Better Rates for Private Linear Regression in the Proportional Regime via Aggressive Clipping},
  author={Bombari, Simone and Seroussi, Inbar and Mondelli, Marco},
  journal={arXiv preprint arXiv:2505.16329},
  year={2025}
}

@article{paischer2024parameter,
  title={Parameter Efficient Fine-tuning via Explained Variance Adaptation},
  author={Paischer, Fabian and Hauzenberger, Lukas and Schmied, Thomas and Alkin, Benedikt and Deisenroth, Marc Peter and Hochreiter, Sepp},
  journal={arXiv preprint arXiv:2410.07170},
  year={2024}
}

@article{sestak2025lam,
  title={LaM-SLidE: Latent Space Modeling of Spatial Dynamical Systems via Linked Entities},
  author={Sestak, Florian and Toshev, Artur and F{\"u}rst, Andreas and Klambauer, G{\"u}nter and Mayr, Andreas and Brandstetter, Johannes},
  journal={arXiv preprint arXiv:2502.12128},
  year={2025}
}

@article{zakerinia2025federated,
  title={Federated Learning with Unlabeled Clients: Personalization Can Happen in Low Dimensions},
  author={Zakerinia, Hossein and Scott, Jonathan and Lampert, Christoph H},
  journal={arXiv preprint arXiv:2505.15579},
  year={2025}
}

@article{yu2025behavioral,
  title={Behavioral Time Scale Synaptic Plasticity (BTSP) endows Hyperdimensional Computing with attractor features},
  author={Yu, Chengting and Wu, Yujie and Wang, Aili and Maass, Wolfgang},
  journal={bioRxiv},
  pages={2025--05},
  year={2025},
  publisher={Cold Spring Harbor Laboratory}
}

@article{castro2025quartet,
  title={Quartet: Native FP4 Training Can Be Optimal for Large Language Models},
  author={Castro, Roberto L and Panferov, Andrei and Tabesh, Soroush and Sieberling, Oliver and Chen, Jiale and Nikdan, Mahdi and Ashkboos, Saleh and Alistarh, Dan},
  journal={arXiv preprint arXiv:2505.14669},
  year={2025}
}

@article{kalinin2025back,
  title={Back to Square Roots: An Optimal Bound on the Matrix Factorization Error for Multi-Epoch Differentially Private SGD},
  author={Kalinin, Nikita P and McKenna, Ryan and Upadhyay, Jalaj and Lampert, Christoph H},
  journal={arXiv preprint arXiv:2505.12128},
  year={2025}
}

@article{brihaye2025risk,
  title={Risk-aware Markov Decision Processes Using Cumulative Prospect Theory},
  author={Brihaye, Thomas and Chatterjee, Krishnendu and Mohr, Stefanie and Weininger, Maximilian},
  journal={arXiv preprint arXiv:2505.09514},
  year={2025}
}

@article{bartl2025differentiable,
  title={Differentiable Fuzzy Neural Networks for Recommender Systems},
  author={Bartl, Stephan and Innerebner, Kevin and Lex, Elisabeth},
  journal={arXiv preprint arXiv:2505.06000},
  year={2025}
}

@article{innerebner2025hybrid,
  title={Hybrid Personalization Using Declarative and Procedural Memory Modules of the Cognitive Architecture ACT-R},
  author={Innerebner, Kevin and Kowald, Dominik and Schedl, Markus and Lex, Elisabeth},
  journal={arXiv preprint arXiv:2505.05083},
  year={2025}
}

@article{asadi2025qualitative,
  title={Qualitative Analysis of $$\backslash$omega $-Regular Objectives on Robust MDPs},
  author={Asadi, Ali and Chatterjee, Krishnendu and Goharshady, Ehsan Kafshdar and Karrabi, Mehrdad and Shafiee, Ali},
  journal={arXiv preprint arXiv:2505.04539},
  year={2025}
}

@article{moscati2025familiarizing,
  title={Familiarizing with Music: Discovery Patterns for Different Music Discovery Needs},
  author={Moscati, Marta and Afchar, Darius and Schedl, Markus and Sguerra, Bruno},
  journal={arXiv preprint arXiv:2505.03568},
  year={2025}
}

@article{baier2025multiplicative,
  title={Multiplicative Rewards in Markovian Models},
  author={Baier, Christel and Chatterjee, Krishnendu and Meggendorfer, Tobias and Piribauer, Jakob},
  journal={arXiv preprint arXiv:2504.18277},
  year={2025}
}

@article{yang2025surprising,
  title={A surprising link between cognitive maps, successor-relation based reinforcement learning, and BTSP},
  author={Yang, Yukun and Stoeckl, Christoph and Maass, Wolfgang},
  journal={bioRxiv},
  pages={2025--04},
  year={2025},
  publisher={Cold Spring Harbor Laboratory}
}

@article{chatterjee2025value,
  title={The Value Problem for Multiple-Environment MDPs with Parity Objective},
  author={Chatterjee, Krishnendu and Doyen, Laurent and Raskin, Jean-Fran{\c{c}}ois and Sankur, Ocan},
  journal={arXiv preprint arXiv:2504.15960},
  year={2025}
}

@article{zverev2025aside,
  title={ASIDE: Architectural Separation of Instructions and Data in Language Models},
  author={Zverev, Egor and Kortukov, Evgenii and Panfilov, Alexander and Tabesh, Soroush and Volkova, Alexandra and Lapuschkin, Sebastian and Samek, Wojciech and Lampert, Christoph H},
  journal={arXiv preprint arXiv:2503.10566},
  year={2025}
}

@article{kantz2025onset,
  title={OnSET: Ontology and Semantic Exploration Toolkit},
  author={Kantz, Benedikt and Innerebner, Kevin and Waldert, Peter and Lengauer, Stefan and Lex, Elisabeth and Schreck, Tobias},
  journal={arXiv preprint arXiv:2504.08373},
  year={2025}
}

@article{riccio2025imageset2text,
  title={ImageSet2Text: Describing Sets of Images through Text},
  author={Riccio, Piera and Galati, Francesco and Schweighofer, Kajetan and Garcia, Noa and Oliver, Nuria},
  journal={arXiv preprint arXiv:2503.19361},
  year={2025}
}

@article{yang2025parsimonious,
  title={A parsimonious model for learning order relations provides a principled explanation of diverse experimental data},
  author={Yang, Yukun and Maass, Wolfgang},
  journal={bioRxiv},
  pages={2025--03},
  year={2025},
  publisher={Cold Spring Harbor Laboratory}
}

@article{aichberger2025attacking,
  title={Attacking Multimodal OS Agents with Malicious Image Patches},
  author={Aichberger, Lukas and Paren, Alasdair and Gal, Yarin and Torr, Philip and Bibi, Adel},
  journal={arXiv preprint arXiv:2503.10809},
  year={2025}
}

@article{ganian2025computational,
  title={The Computational Complexity of Positive Non-Clashing Teaching in Graphs},
  author={Ganian, Robert and Khazaliya, Liana and Inerney, Fionn Mc and Rocton, Mathis},
  journal={arXiv preprint arXiv:2503.07665},
  year={2025}
}

@article{harviainen2025optimal,
  title={Optimal Decision Tree Pruning Revisited: Algorithms and Complexity},
  author={Harviainen, Juha and Sommer, Frank and Sorge, Manuel and Szeider, Stefan},
  journal={arXiv preprint arXiv:2503.03576},
  year={2025}
}

@article{eiben2025minor,
  title={A Minor-Testing Approach for Coordinated Motion Planning with Sliding Robots},
  author={Eiben, Eduard and Ganian, Robert and Kanj, Iyad and Sridharan, Ramanujan M},
  journal={arXiv preprint arXiv:2502.21175},
  year={2025}
}

@article{luo2025revisiting,
  title={Revisiting LocalSGD and SCAFFOLD: Improved Rates and Missing Analysis},
  author={Luo, Ruichen and Stich, Sebastian U and Horv{\'a}th, Samuel and Tak{\'a}{\v{c}}, Martin},
  journal={arXiv preprint arXiv:2501.04443},
  year={2025}
}

@article{radler2025generative,
  title={Generative Topology Optimization: Exploring Diverse Solutions in Structural Design},
  author={Radler, Andreas and Volkmann, Eric and Brandstetter, Johannes and Berzins, Arturs},
  journal={arXiv preprint arXiv:2502.13174},
  year={2025}
}

@article{kalinin2025continual,
  title={Continual Release Moment Estimation with Differential Privacy},
  author={Kalinin, Nikita P and Upadhyay, Jalaj and Lampert, Christoph H},
  journal={arXiv preprint arXiv:2502.06597},
  year={2025}
}

@article{pourya2025dealing,
  title={DEALing with Image Reconstruction: Deep Attentive Least Squares},
  author={Pourya, Mehrsa and Kobler, Erich and Unser, Michael and Neumayer, Sebastian},
  journal={arXiv preprint arXiv:2502.04079},
  year={2025}
}

@misc{wu2025neuralcollapseunconstrainedfeatures,
      title={Neural Collapse Beyond the Unconstrained Features Model: Landscape, Dynamics, and Generalization in the Mean-Field Regime}, 
      author={Diyuan Wu and Marco Mondelli},
      year={2025},
      eprint={2501.19104},
      archivePrefix={arXiv},
      primaryClass={cs.LG},
      url={https://arxiv.org/abs/2501.19104}, 
}

@article{schidler2025extracting,
  title={Extracting Problem Structure with LLMs for Optimized SAT Local Search},
  author={Schidler, Andr{\'e} and Szeider, Stefan},
  journal={arXiv preprint arXiv:2501.14630},
  year={2025}
}

@article{voboril2024generating,
  title={Generating streamlining constraints with large language models},
  author={Voboril, Florentina and Ramaswamy, Vaidyanathan Peruvemba and Szeider, Stefan},
  journal={arXiv preprint arXiv:2408.10268},
  year={2024}
}

@article{voboril2024realtime,
  title={Realtime generation of streamliners with large language models},
  author={Voboril, Florentina and Ramaswamy, Vaidyanathan Peruvemba and Szeider, Stefan},
  journal={arXiv preprint arXiv:2408.10268},
  year={2024}
}

@article{kirchweger2025smart,
  title={Smart Cubing for Graph Search: A Comparative Study},
  author={Kirchweger, Markus and Xia, Hai and Peitl, Tom{\'a}{\v{s}} and Szeider, Stefan},
  journal={arXiv preprint arXiv:2501.17201},
  year={2025}
}

@article{chatterjee2025fixed,
  title={Fixed Point Certificates for Reachability and Expected Rewards in MDPs},
  author={Chatterjee, Krishnendu and Quatmann, Tim and Sch{\"a}ffeler, Maximilian and Weininger, Maximilian and Winkler, Tobias and Zilken, Daniel},
  journal={arXiv preprint arXiv:2501.11467},
  year={2025}
}

@article{ma2024efficient,
  title={Efficient MedSAMs: Segment Anything in Medical Images on Laptop},
  author={Ma, Jun and Li, Feifei and Kim, Sumin and Asakereh, Reza and Le, Bao-Hiep and Nguyen-Vu, Dang-Khoa and Pfefferle, Alexander and Wei, Muxin and Gao, Ruochen and Lyu, Donghang and others},
  journal={arXiv preprint arXiv:2412.16085},
  year={2024}
}

@article{wu2023simple,
  title={A simple model for Behavioral Time Scale Synaptic Plasticity provides content addressable memory with binary synapses and one-shot learning},
  author={Wu, Yujie and Maass, Wolfgang},
  journal={bioRxiv},
  pages={2023--04},
  year={2023},
  publisher={Cold Spring Harbor Laboratory}
}

@article{hofstadler2024symmetries,
  title={Symmetries of Dependency Quantified Boolean Formulas},
  author={Hofstadler, Clemens and Kauers, Manuel and Seidl, Martina},
  journal={arXiv preprint arXiv:2410.15848},
  year={2024}
}

@misc{asadi2024concurrentstochasticgamesstatefuldiscounted,
      title={Concurrent Stochastic Games with Stateful-discounted and Parity Objectives: Complexity and Algorithms}, 
      author={Ali Asadi and Krishnendu Chatterjee and Raimundo Saona and Jakub Svoboda},
      year={2024},
      eprint={2405.02486},
      archivePrefix={arXiv},
      primaryClass={cs.GT},
      url={https://arxiv.org/abs/2405.02486}, 
}

@article{frohmann2024segment,
  title={Segment Any Text: A universal approach for robust, efficient and adaptable sentence segmentation},
  author={Frohmann, Markus and Sterner, Igor and Vuli{\'c}, Ivan and Minixhofer, Benjamin and Schedl, Markus},
  journal={arXiv preprint arXiv:2406.16678},
  year={2024}
}

@article{masoudian2024unlabeled,
  title={Unlabeled Debiasing in Downstream Tasks via Class-wise Low Variance Regularization},
  author={Masoudian, Shahed and Frohmann, Markus and Rekabsaz, Navid and Schedl, Markus},
  journal={arXiv preprint arXiv:2409.19541},
  year={2024}
}

@article{ordyniak2024explaining,
  title={Explaining Decisions in ML Models: a Parameterized Complexity Analysis},
  author={Ordyniak, Sebastian and Paesani, Giacomo and Rychlicki, Mateusz and Szeider, Stefan},
  journal={arXiv preprint arXiv:2407.15780},
  year={2024}
}