Author

Huizu Lin

h-index 0 View on Semantic Scholar

3 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Sep 2026

VaME: Exploring Variational Latent Reasoning for Multimodal Embeddings

Universal multimodal retrieval requires compact embeddings that preserve task-relevant semantic information across diverse modalities. Prior works have incorporated latent reasoning into multimodal embedding learning to refine this information before embedding extraction. However, most existing approaches remain confin...

Pei-Xi Wu, Ming-Zhou Jiang, Fei-Peng Ma et al. · 0 citations

Jul 2026

Seeing and Reflecting: Multimodal Memory-Enhanced Agent Collaboration for Recommendation

MMEACR introduces a dual-track memory architecture that separates interpretable agent reasoning from fine-grained multimodal matching, and achieves strong overall performance against competitive LLM-based and agent-based baselines.

Hao Cong, Huizu Lin, Zihan Wang et al. · arXiv.org · 2 citations

Preprint Aug 2026

AUSO: Action-Level Unified Skill Optimization from Internalization to Utilization

AUSO (Action-level Unified Skill Optimization), which unifies skill learning and skill use through a progressive, action-aware optimization process, and consistently improves agent performance and out-of-distribution generalization over competitive baselines.

Huizu Lin, Chengkai Huang, Tian Gao et al. · 0 citations