3 papers
cs.LG2026
Most-Recent Anchoring with Recurrent Ordering for Time Series Forecasting
Jung Min Choi, Ngoc Son Le, Ibram Abdelmalak +2
Long-term forecasting models commonly process all patches in a look-back window using the same fixed stack. Older contextual patches and recent evidence therefore receive the same…
cs.LG2026
Dual-Context Analog Retrieval for Time Series Forecasting
Jung Min Choi, Ngoc Son Le, Ibram Abdelmalak +2
Most long-term time-series forecasting models map the look-back window directly to the full horizon in a single pass. While efficient, this design does not explicitly identify whic…
cs.IR2026
Rethinking Convolutional Networks for Attribute-Aware Sequential Recommendation
Shereen Elsayed, Ngoc Son Le, Ahmed Rashed +1
Attribute-aware sequential recommendation entails predicting the next item a user will interact with based on a chronologically ordered history of past interactions, enriched with…