| 2025 | AAAI | Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection. | Hanzhe Liang, Guoyang Xie, Chengbin Hou, Bingshu Wang, Can Gao, Jinbao Wang |
| 2025 | AAAI | Revisiting Multimodal Fusion for 3D Anomaly Detection from an Architectural Perspective. | Kaifang Long, Guoyang Xie, Lianbo Ma, Jiaqi Liu, Zhichao Lu |
| 2025 | ICCV | Trade-Offs in Image Generation: How Do Different Dimensions Interact? | Sicheng Zhang, Binzhu Xie, Zhonghao Yan, Yuli Zhang, Donghao Zhou, Xiaofei Chen, Shi Qiu, Jiaqi Liu, Guoyang Xie, Zhichao Lu |
| 2025 | ICML | Learning from Loss Landscape: Generalizable Mixed-Precision Quantization via Adaptive Sharpness-Aware Gradient Aligning. | Lianbo Ma, Jianlun Ma, Yuee Zhou, Guoyang Xie, Qiang He, Zhichao Lu |
| 2024 | ECCV | Rethinking Unsupervised Outlier Detection via Multiple Thresholding. | Zhonghang Liu, Panzhong Lu, Guoyang Xie, Zhichao Lu, Wen-Yan Lin |
| 2023 | CVPR | What Makes a Good Data Augmentation for Few-Shot Unsupervised Image Anomaly Detection? | Lingrui Zhang, Shuheng Zhang, Guoyang Xie, Jiaqi Liu, Hua Yan, Jinbao Wang, Feng Zheng, Yaochu Jin |
| 2023 | ICLR | Pushing the Limits of Fewshot Anomaly Detection in Industry Vision: Graphcore. | Guoyang Xie, Jinbao Wang, Jiaqi Liu, Yaochu Jin, Feng Zheng |