Author

See-Kiong Ng

2 papers indexed here

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Preprint Aug 2026

Reconstruction-Shift Discrimination via Mask-Guided Latent Diffusion for Medical Anomaly Detection

Discriminative mask-guided diffusion is proposed, a medical anomaly detection framework that complements residual-based localization with reconstruction-shift discrimination and achieves the best overall performance among the state-of-the-art baseline methods.

Yibo Wan, Jinyu Cai, Yun-He Zhang et al. · 0 citations

#artificial intelligence Dec 2025

GLOW: Graph-Language Co-Encoding for Agentic Workflow Performance Prediction

GLOW is proposed, a unified framework for AW performance prediction that combines the graph-structure modeling ability of GNNs with the topology-aware semantic encoding capability of LLMs and consistently outperforms state-of-the-art baselines in both prediction accuracy and ranking utility.

Wei Guan, Jian Cao, Jin-Yu Cai et al. · IEEE Transactions on Service... · 2 citations