Papers & Preprints

This is a list of selected publications and preprints. See also my google scholar profile and CV.

Thumbnail for A guide to higher-order homophily
A guide to higher-order homophily
Laber M. & Klein B.
arXiv:2606.02537 (2026)

Thumbnail for Identifying and upweighting power-niche users to mitigate popularity bias in recommendations
Identifying and upweighting power-niche users to mitigate popularity bias in recommendations
Liu D., Weis E., Laber M., Eliassi-Rad T., & Klein B.
WWW’26: The ACM Web Conference (2026)

Thumbnail for When do neural ordinary differential equations generalize on complex networks?
When do neural ordinary differential equations generalize on complex networks?
Laber M., Klein B., & Eliassi-Rad T.
arXiv:2602.08980 (2026)

Thumbnail for DeepWeightFlow: Re-Basined Flow Matching for Generating Neural Network Weights
DeepWeightFlow: Re-basined flow matching for generating neural network weights
Gupta S., Biggs S., Laber M., Shafi Z., Walters R., & Paul A.
The 14th International Conference on Learning Representations (ICLR) (2026)

Thumbnail for Robustness and generalization in uncertainty-aware message passing neural networks
Robustness and generalization in uncertainty-aware message passing neural networks
Chernikova A., Laber M., Sabhahit N., and Eliassi-Rad T.
The 29th International Conference on Artificial Intelligence and Statistics (AISTATS) (2026)

Thumbnail for Effects of higher-order interactions and homophily on information access inequality
Effects of higher-order interactions and homophily on information access inequality
Laber M., Dies S., Ehlert J., Klein B., & Eliassi-Rad T.
Communications Physics 9 13 (2026)

Thumbnail for Deterministic construction of typical networks in network models
Deterministic construction of typical networks in network models
Sabhahit N.G., Laber M., Hartle H., van der Kolk J., Scarpino S.V., Klein B., & Krioukov D.
arXiv:2512.02254 (2025)

Thumbnail for Multi-strain spreading dynamics under arbitrary transmission kernels
Multi-strain spreading dynamics under arbitrary transmission kernels
Kumar S., Laber M., Majumder M.S., Welles B., & Kiss I.Z.
arXiv:2502.20460 (2025)

Thumbnail for Adaptive shock compensation in the multi-layer network of global food production and trade
Adaptive shock compensation in the multi-layer network of global food production and trade
Baum S., Laber M., Bruckner M., Yang L., Thurner S., & Klimek P.
arXiv:2411.03502 (2024)

Thumbnail for Shock propagation from the Russia–Ukraine conflict on international multilayer food production network determines global food availability
Shock propagation from the Russia–Ukraine conflict on international multilayer food production network determines global food availability
Laber M., Klimek P., Bruckner M., Yang L., & Thurner S.
Nature Food 4 6 (2023)