most citedVariational Rectification Inference for Learning with Noisy Labels

15 citations · 21 across the 3 of their papers we have counts for

collaborators
Showing cs.IRShow all

2 papers · 1 filter

cs.IR2025

I-MRec: Invariant Learning with Information Bottleneck for Incomplete Modality Recommendation

Huilin Chen, Miaomiao Cai, Fan Liu +3

Multimodal recommender systems (MRS) improve recommendation performance by integrating complementary semantic information from multiple modalities. However, the assumption of compl…

cs.IR2025★ 6 cited

User Invariant Preference Learning for Multi-Behavior Recommendation

Mingshi Yan, Zhiyong Cheng, Fan Liu +2

In multi-behavior recommendation scenarios, analyzing users' diverse behaviors, such as click, purchase, and rating, enables a more comprehensive understanding of their interests,…