2 papers
cs.NI2026
CCA Reimagined: An Exploratory Study of Large Language Models for Congestion Control
Xiaoxuan Qin, Yufei Wang, Longfei Shangguan
In this paper, we conduct an emulation-guided study to systematically investigate the feasibility of Large language model (LLM)-driven congestion control. The exploration is struct…
cs.CV2026
Taming Vision Priors for Data Efficient mmWave Channel Modeling
Zhenlin An, Longfei Shangguan, John Kaewell +5
Accurately modeling millimeter-wave (mmWave) propagation is essential for real-time AR and autonomous systems. Differentiable ray tracing offers a physics-grounded solution but sti…