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Meng Yuan

4 accepted papers

2026

SynGR: Unleashing the Potential of Cross-Modal Synergy for Generative Recommendation

ICML 2026poster

Generative Recommendation (GR) has emerged as a promising paradigm by formulating item recommendation as a sequence-to-sequence generation task over item identifiers. Recent studies have incorporated multimodal signals to provide richer token-level evidence for generation. However, existing approach…

Cited by 0SourceScholar
2025

FCKT: Fine-Grained Cross-Task Knowledge Transfer with Semantic Contrastive Learning for Targeted Sentiment Analysis

IJCAI 2025

In this paper, we address the task of targeted sentiment analysis , which involves two sub-tasks, i.e., identifying specific aspects from reviews and determining their corresponding senti-ments. Aspect extraction forms the foundation for sentiment prediction, highlighting the critical dependency bet

2025

Style Nursing with Spatial and Semantic Guidance for Zero-Shot Traffic Scene Style Transfer

AAAI 2025technical

Recent advances in text-to-image diffusion models have shown an outstanding ability in zero-shot style transfer. However, existing methods often struggle to balance preserving the semantic content of the input image and faithfully transferring the target style in line with the edit prompt. Especiall…

Cited by 0SourcePDFScholar