3 papers
cs.IR2026
PreferRec: Learning and Transferring Pareto Preferences for Multi-objective Re-ranking
Wei Zhou, Wuyang Li, Junkai Ji +5
Multi-objective re-ranking has become a critical component of modern multi-stage recommender systems, as it tasked to balance multiple conflicting objectives such as accuracy, dive…
cs.LG2026
RIGA-Fold: A General Framework for Protein Inverse Folding via Recurrent Interaction and Geometric Awareness
Sisi Yuan, Jiehuang Chen, Junchuang Cai +4
Protein inverse folding, the task of predicting amino acid sequences for desired structures, is pivotal for de novo protein design. However, existing GNN-based methods typically su…
cs.CL2025
A Dual-Directional Context-Aware Test-Time Learning for Text Classification
Dong Xu, Mengyao Liao, Zhenglin Lai +2
Text classification assigns text to predefined categories. Traditional methods struggle with complex structures and long-range dependencies. Deep learning with recurrent neural net…