Heterogeneity of Global and Local Connectivity in Spatial Network Structures of World Migration. - Valentin Danchev; Mason A. Porter (CoRR, 2016)

Centralized "big science" communities more likely generate non-replicable results. - Valentin Danchev; Andrey Rzhetsky; James A. Evans (CoRR, 2018)

Neither global nor local: Heterogeneous connectivity in spatial network structures of world migration. - Valentin Danchev; Mason A. Porter (Soc. Networks, 2018)

Migration Networks: Applications of Network Analysis to Large-Scale Human Mobility. - Valentin Danchev; Mason A. Porter (CoRR, 2020)

Data Governance in the Age of Large-Scale Data-Driven Language Technology. - Yacine Jernite; Huu Nguyen; Stella Biderman; Anna Rogers; Maraim Masoud; Valentin Danchev; Samson Tan; Alexandra Sasha Luccioni; Nishant Subramani; Isaac Johnson 001; Gérard Dupont; Jesse Dodge; et al. (FAccT, 2022)

Data Governance in the Age of Large-Scale Data-Driven Language Technology. - Yacine Jernite; Huu Nguyen; Stella Biderman; Anna Rogers; Maraim Masoud; Valentin Danchev; Samson Tan; Alexandra Sasha Luccioni; Nishant Subramani; Gérard Dupont; Jesse Dodge; Kyle Lo; et al. (CoRR, 2022)

Ten simple rules for building and maintaining a responsible data science workflow. - Sara Stoudt; Yacine Jernite; Brandeis Marshall; Ben Marwick; Malvika Sharan; Kirstie Whitaker; Valentin Danchev (PLoS Comput. Biol., 2024)

Towards deployment-centric multimodal AI beyond vision and language. - Xianyuan Liu; Jiayang Zhang; Shuo Zhou; Thijs L. van der Plas; Avish Vijayaraghavan; Anastasiia Grishina; Mengdie Zhuang; Daniel Schofield; Christopher Tomlinson; Yuhan Wang; Ruizhe Li; Louisa van Zeeland; et al. (CoRR, 2025)