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Bilateral-AI/Publications/2026

Publications 2026

A Scalable Hybrid Training Approach for Recurrent Spiking Neural Networks

M. Baronig, Y. Bahariasl, O. Özdenizci, R. Legenstein - in Neuromorphic Computing and Engineering, 17 Feb 2026 - iopscience.iop.org

ASIDE: Architectural Separation of Instructions and Data in Language Models

E. Zverev, E. Kortukov, A. Panfilov, S. Tabesh, A. Volkova, S. Lapuschkin, W. Samek, C. H. Lampert - ICLR 2025 Workshop on Building Trust in Language Models and Applications, 26 Jan 2026 - openreview.net

A matheuristic for solving the single row facility layout problem

T. Pammer, M. Sinnl - Computers & Operations Research, 21 Jan 2026 - Elsevier

A Quasi-Polynomial Time Algorithm for 3-Coloring Circle Graphs

R. Ganian, D. Lokshtanov, V. Surianarayanan - in Proceedings of the 2026 SIAM Symposium on Simplicity in Algorithms (SOSA), Jan 2026 - SIAM

Embeddings for Post-training Knowledge

S. Hansel, E. Kobler, A. Effland - in Proceedings Pattern Recognition: 47th DAGM German Conference, DAGM GCPR 2025, 2026 - books.google.com

Explanatory Interactive Machine Learning for Bias Mitigation in Visual Gender Classification

N.Q. Satriani, D. Slijepčević, M. Schedl, M. Zeppelzauer - 2025 International Conference on Content-Based Multimedia Indexing (CBMI), 2025 - 20 Jan 2026, ieeexplore.ieee.org

The Task Assignment Problem for Safety-Critical Networks Considering Communication and Criticality

F. Wotawa, J. Proenza, M.A. Barranco, A. Ballesteros - ConfWS’25: 27th International Workshop on Configuration, 2025 - 15 Jan 2026, ceur-ws.org

Diffusion at Absolute Zero: Langevin Sampling Using Successive Moreau Envelopes

A. Habring, A. Falk, M. Zach, T. Pock - SIAM Journal on Imaging Sciences, 2026 - SIAM

T-norm Selection for Object Detection in Autonomous Driving with Logical Constraints

T. Eiter, N.H. Ruiz, K. Inoue, S. Moriyama - 39th Conference on Neural Information Processing Systems (NeurIPS 2025) - 4 Jan 2026, openreview.net

FedPCE: Federated Personalized Client Embeddings for Post-training Knowledge Distillation

S. Hansel, E. Kobler, A. Effland - in Proceedings of DAGM German Conference on Pattern Recognition 2025, 2 Jan 2026 - Springer

Mind the Gap: Urban-Rural Disparities in Wheelchair Accessibility for POI Recommendations

G. Mayr, M. Reiter-Haas, E. Lex - Proceedings: International Workshop on Recommender Systems for Sustainability and Social Good, 2025 / 2 Jan 2026 - Springer

(status: 26 Jan, 2026)


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