2 papers
cs.LG2026
Vision-LLMs for Spatiotemporal Traffic Forecasting
Ning Yang, Hengyu Zhong, Haijun Zhang +1
Accurate spatiotemporal traffic forecasting is a critical prerequisite for proactive resource management in dense urban mobile networks. While large language models have shown prom…
cs.CL2026
LinearARD: Linear-Memory Attention Distillation for RoPE Restoration
Ning Yang, Hengyu Zhong, Wentao Wang +3
The extension of context windows in Large Language Models is typically facilitated by scaling positional encodings followed by lightweight Continual Pre-Training (CPT). While effec…