Papers
1–3 of 3Research Paper·Feb 9, 2026
ANCRe: Adaptive Neural Connection Reassignment for Efficient Depth Scaling
Scaling network depth has been a central driver behind the success of modern foundation models, yet recent investigations suggest that deep layers are often underutilized. This paper revisits the defa...
7.0 viability
Research Paper·Feb 4, 2026·B2BIndustrials
Dual Mind World Model Inspired Network Digital Twin for Access Scheduling
Emerging networked systems such as industrial IoT and real-time cyber-physical infrastructures demand intelligent scheduling strategies capable of adapting to dynamic traffic, deadlines, and interfere...
6.0 viability
Research Paper·Mar 11, 2026
Utility Function is All You Need: LLM-based Congestion Control
Congestion is a critical and challenging problem in communication networks. Congestion control protocols allow network applications to tune their sending rate in a way that optimizes their performance...
3.0 viability