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Yinxuan Huang

3 accepted papers

2025

Flow Matching for Denoised Social Recommendation

ICML 2025poster

Graph-based social recommendation (SR) models suffer from various noises of the social graphs, hindering their recommendation performances. Either graph-level redundancy or graph-level missing will indeed influence the social graph structures, further influencing the message propagation procedure of…

Cited by 0SourcePDFScholar
2025

Social Recommendation via Graph-Level Counterfactual Augmentation

AAAI 2025technical

Traditional recommendation system focus more on the correlations between users and items (user-item relationships), while research on user-user relationships has received significant attention these years, which is also known as social recommendation. Graph-based models have achieved a great success…

Cited by 0SourcePDFScholar
2024

Improving Viewpoint-Independent Object-Centric Representations through Active Viewpoint Selection

NeurIPS 2024poster

Given the complexities inherent in visual scenes, such as object occlusion, a comprehensive understanding often requires observation from multiple viewpoints. Existing multi-viewpoint object-centric learning methods typically employ random or sequential viewpoint selection strategies. While applicab…

Cited by 0SourcePDFScholar