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Kien Nguyen

2 papers indexed

arxivcs.NI2026-07-20

Cost-Aware Uplink MPQUIC Scheduling via Multi-Objective Bayesian Optimization

Thanh Trung Nguyen, Thanh Le, Phi Le Nguyen, Kien Nguyen

Multipath QUIC (MPQUIC) enables simultaneous uplink transmission over heterogeneous access networks such as Wi-Fi and LTE, improving reliability and performance. However, aggressive LTE utilization increases operational cost, creating an inherent trade-off between upload delay an…

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arxivcs.CV2026-06-30

Cross-Space Distillation: Teaching One-Step Students with Modern Diffusion Teachers

Anh Nguyen, Ngan Nguyen, Duc Vu, Trung Dao, Viet Nguyen, Quan Dao, et al.

Modern one-step diffusion models achieve impressive quality through distribution-based timestep distillation. Yet, they rely on a critical assumption: Teacher and Student must inhabit the same latent space. This Shared-Space constraint prevents knowledge transfer from modern high…

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