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cs.IR2025
Graph Spectral Filtering with Chebyshev Interpolation for Recommendation
Chanwoo Kim, Jinkyu Sung, Yebonn Han +1
Graph convolutional networks have recently gained prominence in collaborative filtering (CF) for recommendations. However, we identify potential bottlenecks in two foundational com…
cs.IR2024★ 1 cited
General Item Representation Learning for Cold-start Content Recommendations
Jooeun Kim, Jinri Kim, Kwangeun Yeo +4
Cold-start item recommendation is a long-standing challenge in recommendation systems. A common remedy is to use a content-based approach, but rich information from raw contents in…