2024 "oversmoothing problem" Papers

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An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention

Yehjin Shin, Jeongwhan Choi, Hyowon Wi et al.

AAAI 2024paperarXiv:2312.10325
99
citations

Multi-Track Message Passing: Tackling Oversmoothing and Oversquashing in Graph Learning via Preventing Heterophily Mixing

Hongbin Pei, Yu Li, Huiqi Deng et al.

ICML 2024spotlight

Polynomial-based Self-Attention for Table Representation Learning

Jayoung Kim, Yehjin Shin, Jeongwhan Choi et al.

ICML 2024posterarXiv:2312.07753