Qianru Wang — accepted AI-conference papers

2025

HDLayout: Hierarchical and Directional Layout Planning for Arbitrary Shaped Visual Text Generation

Tonghui Feng, Chunsheng Yan, Qianru Wang, Jiangtao Cui, Xiaotian Qiao

AAAI 2025technical

Visual text generation, which aims to generate photo-realistic images with coherent and well-formed scene text being rendered, has attracted widespread attention. Although recent works have achieved promising performance, the limited flexibility and controllability hinder their practical application…

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2024

Efficient Federated Learning with Smooth Aggregation for Non-IID Data from Multiple Edges

Qianru Wang, Qingyang Li, Bin Guo, Jiangtao Cui

ICASSP 2024accepted

Federated learning (FL) learns an optimal global model by aggregating local models trained on distributed data from different devices. Due to heterogeneous data distributions across devices, local models will be divergent, resulting in the global model’s performance degradation. Recent studies attem…

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