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Xiaoying Liao

3 accepted papers

2026

CCLRec: Consensus-driven Contrastive Learning for LLM-enhanced Graph Recommendation

ICML 2026poster

Recommendation systems seek to accurately model user preferences from a large set of candidate items. Graph neural networks (GNNs) have emerged as a dominant approach in this domain due to their ability to capture high-order user–item interactions. Recent efforts have aimed to enhance GNN-based repr…

Cited by 0SourceScholar
2026

FedBPrompt: Federated Domain Generalization Person Re-Identification via Body Distribution Aware Visual Prompts

CVPR 2026

Federated Domain Generalization for Person Re-Identification (FedDG-ReID) aims to learn domain-invariant representations from decentralized data. Although Vision Transformers (ViTs) are widely adopted, their global attention often fails to distinguish pedestrians from high similarity backgrounds or

Cited by 0SourcecodeScholar