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cs.LG2026
Analyzing Stream Collapse in Hyper-Connections: From Diagnosis to Mitigation
Ekaterina Alimaskina, Gleb Molodtsov, Aleksandr Beznosikov
Hyper-Connections (HC) replace the single Transformer residual stream with multiple streams, introducing a permutation symmetry over stream indices. We study how this symmetry is r…
cs.LG2025
Metropolis-Scale Road Network Datasets for Fine-Grained Urban Traffic Modeling
Fedor Velikonivtsev, Oleg Platonov, Ekaterina Alimaskina +2
Modeling traffic dynamics is a critical challenge for urban computing, with applications from real-time traffic management to infrastructure planning. However, progress in this are…