Jingyan Chen

2 accepted papers

2025

FASTER: Face Attribute Sliders with Semantic Rewards

Jingyan Chen, Lanxiang Zhou, Han Fang, Zerun Feng, Chao Ban, Yaqi Li +2

ICASSP 2025accepted

Large-scale text-to-image generative models have demonstrated remarkable success in generating diverse and high-quality faces. However, current methods for face editing often unintentionally modify facial features that are intended to be preserved. Multi-step denoising methods necessitate storing mu…

Cited by 0 Source ↗Scholar ↗

2024

Boosting Graph Anomaly Detection with Adaptive Message Passing

Jingyan Chen, Guanghui Zhu, Chunfeng Yuan, Yihua Huang

ICLR 2024poster

Unsupervised graph anomaly detection has been widely used in real-world applications. Existing methods primarily focus on local inconsistency mining (LIM), based on the intuition that establishing high similarities between abnormal nodes and their neighbors is difficult. However, the message passing…

Cited by 12 Source ↗PDF ↗Scholar ↗