4 papers
Proposal Refinement for Few-Shot Object Detection
Yuan Zeng, Bin Song, Jie Guo +1
Few-shot object detection has gained widely attention in recent years. Some excellent algorithms have been proposed to handle this task. However, most of these algorithms rely on t…
IGDMRec: Behavior Conditioned Item Graph Diffusion for Multimodal Recommendation
Ziyuan Guo, Jie Guo, Zhenghao Chen +2
Multimodal recommender systems (MRSs) are critical for various online platforms, offering users more accurate personalized recommendations by incorporating multimodal information o…
SLIF-MR: Self-loop Iterative Fusion of Heterogeneous Auxiliary Information for Multimodal Recommendation
Jie Guo, Jiahao Jiang, Ziyuan Guo +2
Knowledge graphs (KGs) and multimodal item information, which respectively capture relational and attribute features, play a crucial role in improving recommender system accuracy.…
Distributed Task-Oriented Communication Networks with Multimodal Semantic Relay and Edge Intelligence
Jie Guo, Hao Chen, Bin Song +5
In this article, we present a novel framework, named distributed task-oriented communication networks (DTCN), based on recent advances in multimodal semantic transmission and edge…