2 papers
cs.LG2025
Echo Flow Networks
Hongbo Liu, Jia Xu
At the heart of time-series forecasting (TSF) lies a fundamental challenge: how can models efficiently and effectively capture long-range temporal dependencies across ever-growing…
cs.CL2025
ResFormer: All-Time Reservoir Memory for Long Sequence Classification
Hongbo Liu, Jia Xu
Sequence classification is essential in NLP for understanding and categorizing language patterns in tasks like sentiment analysis, intent detection, and topic classification. Trans…