Scholar
Guoyang Xie
Google Scholar ID: Xd95xOcAAAAJ
Algorithm Manager, Department of Intelligent Manufacturing, CATL
Citations & Impact
Citations
913
H-index
12
i10-index
12
Publications
20
Co-authors
12
list available
Publications
Resume (English only)
Academic Achievements
- 1. The President's Award, Full-volume quality inspection image storage with thousand-fold compression technology, 2024.
- 2. The Innovation Star Award, Unsupervised anomaly detection for battery cell appearance, 2024.
- 3. Papers:
- - STAGE: Segmentation-oriented Industrial Anomaly Synthesis via Graded Diffusion with Explicit Mask Alignment, TIP, 2025
- - FAST: Foreground-aware Diffusion with Accelerated Sampling Trajectory for Segmentation-oriented Anomaly Synthesis, NeurIPS, 2025
- - ASBench: Image Anomalies Synthesis Benchmark for Anomaly Detection, TAI, 2025
- - Enhancing Multimodal Learning via Hierarchical Fusion Architecture Search with Inconsistency Mitigation, IEEE TIP, 2025
- - SARD: Segmentation-Aware Anomalies Synthesis via Region Constrained Diffusion with Discriminative Mask Guidance, ICMIANDC, 2025
- - Trade-offs in Image Generation: How Do Different Dimensions Interact?, ICCV, 2025
- - Learning from Loss Landscape: Generalizable Mixed-Precision Quantization via Adaptive Sharpness-Aware Gradient Aligning
Research Experience
- Currently an Algorithm Manager in the Department of Intelligent Manufacturing at CATL. Previously, his research focused on anomaly detection and localization for both industrial and medical images.
Education
- PhD in Machine Learning, University of Surrey, NICE Group, supervised by Prof. Yaochu Jin.
Background
- Research Interests: AI for Manufacturing and Batteries. Professional Field: AI applications in smart manufacturing and batteries.
Miscellany
- Contact: WeChat ID: xgy_cn
