| 2026 | AAAI | Towards Illumination-Aware Restoration of Metalens-Captured Images: A New Dataset and a Strong Baseline. | Fen Fang, Xinan Liang, Muli Yang, Jinghong Zheng, Tobias Wilhelm W. Mass, Ying Sun, Xulei Yang, Xuewu Xu, Zhengguo Li |
| 2026 | AAAI | Next-Generation Metalens Vision System: Powered by AI and Applied to AI. | Fen Fang, Muli Yang, Henan Wang, Xinan Liang, Tobias Wilhelm W. Mass, Xuewu Xu, Xulei Yang, Zhengguo Li |
| 2026 | AAAI | AD-FM: Multimodal LLMs for Anomaly Detection via Multi-Stage Reasoning and Fine-Grained Reward Optimization. | Jingyi Liao, Yongyi Su, Rong-Cheng Tu, Zhao Jin, Wenhao Sun, Yiting Li, Xun Xu, Dacheng Tao, Xulei Yang |
| 2026 | ACL | From Language to Driving: A Dual-Loop SLM-Enhanced Framework for Multi-Planner Scheduling via a Domain-Specific Language. | Jiawei Liu, Xun Gong, Muli Yang, Xingrui Yu, Fen Fang, Xulei Yang, Ivor W. Tsang, Yunfeng Hu, Hong Chen, Qing Guo |
| 2025 | CVPR | Rectification-specific Supervision and Constrained Estimator for Online Stereo Rectification. | Rui Gong, Kim-Hui Yap, Weide Liu, Xulei Yang, Jun Cheng |
| 2025 | CVPR | SeeGround: See and Ground for Zero-Shot Open-Vocabulary 3D Visual Grounding. | Rong Li, Shijie Li, Lingdong Kong, Xulei Yang, Junwei Liang |
| 2025 | CVPR | MedUnifier: Unifying Vision-and-Language Pre-training on Medical Data with Vision Generation Task using Discrete Visual Representations. | Ziyang Zhang, Yang Yu, Yucheng Chen, Xulei Yang, Si Yong Yeo |
| 2025 | ICASSP | Distribution Alignment Informed Thresholding for Semi-Supervised Curvilinear Structure Segmentation. | Yuhao Mo, Bo Peng, Bihan Wen, Xulei Yang, Ce Zhu, Xun Xu |
| 2025 | ICCV | Exploiting Vision Language Model for Training-Free 3D Point Cloud OOD Detection via Graph Score Propagation. | Tiankai Chen, Yushu Li, Adam Goodge, Fei Teng, Xulei Yang, Tianrui Li, Xun Xu |
| 2025 | ICCV | Global-Aware Monocular Semantic Scene Completion with State Space Models. | Shijie Li, Zhongyao Cheng, Rong Li, Shuai Li, Juergen Gall, Xun Xu, Xulei Yang |
| 2025 | ICCV | FIND: Few-Shot Anomaly Inspection with Normal-Only Multi-Modal Data. | Yiting Li, Fayao Liu, Jingyi Liao, Sichao Tian, Chuan-Sheng Foo, Xulei Yang |
| 2025 | ICCV | Future-Aware Interaction Network for Motion Forecasting. | Shijie Li, Chunyu Liu, Xun Xu, Si Yong Yeo, Xulei Yang |
| 2025 | ICLR | Evidential Learning-based Certainty Estimation for Robust Dense Feature Matching. | Lile Cai, Chuan-Sheng Foo, Xun Xu, Zaiwang Gu, Jun Cheng, Xulei Yang |
| 2025 | ICLR | On the Adversarial Risk of Test Time Adaptation: An Investigation into Realistic Test-Time Data Poisoning. | Yongyi Su, Yushu Li, Nanqing Liu, Kui Jia, Xulei Yang, Chuan-Sheng Foo, Xun Xu |
| 2025 | ICLR | Text-to-Image Rectified Flow as Plug-and-Play Priors. | Xiaofeng Yang, Cheng Chen, Xulei Yang, Fayao Liu, Guosheng Lin |
| 2025 | ICML | How Do Images Align and Complement LiDAR? Towards a Harmonized Multi-modal 3D Panoptic Segmentation. | Yining Pan, Qiongjie Cui, Xulei Yang, Na Zhao |
| 2025 | MICCAI | EFFDNet: A Scribble-Supervised Medical Image Segmentation Method with Enhanced Foreground Feature Discrimination. | Jinhua Liu, Shu Yun Tan, Xulei Yang, Yanwu Xu, Si Yong Yeo |
| 2025 | MICCAI | Dual Correlation-Aware Mamba for Microvascular Obstruction Identification in Non-contrast Cine Cardiac Magnetic Resonance. | Yige Yan, Jun Cheng, Xulei Yang, Shuang Leng, Ru-San Tan, Liang Zhong, Jagath C. Rajapakse |
| 2025 | MICCAI | Spatiotemporal-Sensitive Network for Microvascular Obstruction Segmentation from Cine Cardiac Magnetic Resonance. | Yang Yu, Christopher Kok, Jiahao Wang, Jun Cheng, Shuang Leng, Ru-San Tan, Liang Zhong, Xulei Yang |
| 2025 | WACV | AIC3DOD: Advancing Indoor Class-Incremental 3D Object Detection with Point Transformer Architecture and Room Layout Constraints. | Zhongyao Cheng, Fang Wu, Peisheng Qian, Ziyuan Zhao, Xulei Yang |
| 2024 | CVPR | Learning Intra-View and Cross-View Geometric Knowledge for Stereo Matching. | Rui Gong, Weide Liu, Zaiwang Gu, Xulei Yang, Jun Cheng |
| 2024 | ECCV | LPViT: Low-Power Semi-structured Pruning for Vision Transformers. | Kaixin Xu, Zhe Wang, Chunyun Chen, Xue Geng, Jie Lin, Xulei Yang, Min Wu, Xiaoli Li, Weisi Lin |
| 2024 | ECCV | Learn to Optimize Denoising Scores: A Unified and Improved Diffusion Prior for 3D Generation. | Xiaofeng Yang, Yiwen Chen, Cheng Chen, Chi Zhang, Yi Xu, Xulei Yang, Fayao Liu, Guosheng Lin |
| 2024 | MICCAI | Coarse-Grained Mask Regularization for Microvascular Obstruction Identification from Non-contrast Cardiac Magnetic Resonance. | Yige Yan, Jun Cheng, Xulei Yang, Zaiwang Gu, Shuang Leng, Ru-San Tan, Liang Zhong, Jagath C. Rajapakse |
| 2024 | MICCAI | See, Predict, Plan: Diffusion for Procedure Planning in Robotic Surgical Videos. | Ziyuan Zhao, Fen Fang, Xulei Yang, Qianli Xu, Cuntai Guan, S. Kevin Zhou |
| 2023 | ICASSP | Efficient Practices for Profile-to-Frontal Face Synthesis and Recognition. | Huijiao Wang, Xulei Yang |
| 2023 | ICIP | COCO-TEACH: A Contrastive Co-Teaching Network For Incremental 3D Object Detection. | Zhongyao Cheng, Cen Chen, Ziyuan Zhao, Peisheng Qian, Xiaoli Li, Xulei Yang |
| 2023 | ICIP | An Efficient Deep Video Model For Deepfake Detection. | Ruipeng Sun, Ziyuan Zhao, Li Shen, Zeng Zeng, Yuxin Li, Bharadwaj Veeravalli, Xulei Yang |
| 2023 | ICIP | Controlling Facial Attribute Synthesis by Disentangling Attribute Feature Axes in Latent Space. | Qiyu Wei, Weihua Zheng, Yuxin Li, Zhongyao Cheng, Zeng Zeng, Xulei Yang |
| 2023 | IJCAI | SemiGNN-PPI: Self-Ensembling Multi-Graph Neural Network for Efficient and Generalizable Protein-Protein Interaction Prediction. | Ziyuan Zhao, Peisheng Qian, Xulei Yang, Zeng Zeng, Cuntai Guan, Tam Wai Leong, Xiaoli Li |
| 2023 | MICCAI | MS-MT++: Enhanced Multi-scale Mean Teacher for Cross-Modality Vestibular Schwannoma and Cochlea Segmentation. | Ziyuan Zhao, Ruikai Lin, Kaixin Xu, Xulei Yang, Cuntai Guan |
| 2022 | ICIP | MANET: Mitral Annulus Point Tracking Network in Cardiac Magnetic Resonance. | Jianguo Chen, Xulei Yang, Shuang Leng, Ru-San Tan, Zeng Zeng, Liang Zhong |
| 2022 | ICIP | Latent Vector Prototypes Guided Conditional Face Synthesis. | Qiyu Wei, Xulei Yang, Tong Sang, Huijiao Wang, Xiaofeng Zou, Zhongyao Cheng, Ziyuan Zhao, Zeng Zeng |
| 2022 | ICIP | Iterative Contrastive Learning for Single Image Raindrop Removal. | Xulei Yang, Peisheng Qian, Li Wang, Shenghao Zhao, Cen Chen, Xiaoli Li, Zeng Zeng |
| 2022 | ICIP | MMGL: Multi-Scale Multi-View Global-Local Contrastive Learning for Semi-Supervised Cardiac Image Segmentation. | Ziyuan Zhao, Jinxuan Hu, Zeng Zeng, Xulei Yang, Peisheng Qian, Bharadwaj Veeravalli, Cuntai Guan |
| 2021 | ICIP | Joint Anomaly Detection and Inpainting for Microscopy Images Via Deep Self-Supervised Learning. | Ling Huang, Deruo Cheng, Xulei Yang, Tong Lin, Yiqiong Shi, Kaiyi Yang, Bah-Hwee Gwee, Bihan Wen |
| 2021 | ICIP | Systematic Analysis of Circular Artifacts for Stylegan. | Way Tan, Bihan Wen, Cen Chen, Zeng Zeng, Xulei Yang |
| 2020 | ICASSP | Facial Feature Embedded Cyclegan For Vis-Nir Translation. | Huijiao Wang, Haijian Zhang, Lei Yu, Li Wang, Xulei Yang |
| 2020 | ICIP | Object Tracking Via ImageNet Classification Scores. | Li Wang, Ting Liu, Bing Wang, Jie Lin, Xulei Yang, Gang Wang |
| 2020 | ICIP | Opencc - an open Benchmark data set for Corpus Callosum Segmentation and Evaluation. | Xulei Yang, Xin Zhao, Gabriel Tjio, Cen Chen, Li Wang, Bihan Wen, Yi Su |
| 2019 | ICIP | Learning Hierarchical Features for Visual Object Tracking With Recursive Neural Networks. | Li Wang, Ting Liu, Bing Wang, Jie Lin, Xulei Yang, Gang Wang |
| 2018 | ICDM | Exploiting Spatio-Temporal Correlations with Multiple 3D Convolutional Neural Networks for Citywide Vehicle Flow Prediction. | Cen Chen, Kenli Li, Sin G. Teo, Guizi Chen, Xiaofeng Zou, Xulei Yang, Ramaseshan C. Vijay, Jiashi Feng, Zeng Zeng |
| 2018 | KDD | Deep Learning for Practical Image Recognition: Case Study on Kaggle Competitions. | Xulei Yang, Zeng Zeng, Sin G. Teo, Li Wang, Vijay Chandrasekhar, Steven C. H. Hoi |
| 2005 | IJCNN | Weighted support vector machine for data classification. | Xulei Yang, Qing Song, Aizo Cao |
| 2005 | IJCNN | Pre-selection of working set for SVM decomposition algorithm. | Xulei Yang, Qing Song, Sheng Liu |
| 2005 | IJCNN | A robust deterministic annealing algorithm for data clustering. | Xulei Yang, Qing Song, Sheng Liu |
| 2004 | IJCNN | Mammographic mass detection by vicinal support vector machine. | Aize Cao, Qing Song, Xulei Yang, Sheng Liu, Chengyi Guo |