2 papers
cs.LG2026
CAP: Controllable Alignment Prompting for Unlearning in LLMs
Zhaokun Wang, Jinyu Guo, Jingwen Pu +7
Large language models (LLMs) trained on unfiltered corpora inherently risk retaining sensitive information, necessitating selective knowledge unlearning for regulatory compliance a…
cs.LG2026
Neighbourhood Transformer: Switchable Attention for Monophily-Aware Graph Learning
Yi Luo, Xu Sun, Guangchun Luo +1
Graph neural networks (GNNs) have been widely adopted in engineering applications such as social network analysis, chemical research and computer vision. However, their efficacy is…