| 2026 | PAKDD | HEIR-Nets: Hierarchical Ensemble with Inheritance-Based Refinement Networks for Sperm Target Detection with Noisy Labels. | Huiliang Lv, Yang Zhao, Xuan Yang, Jihong Pei, Jiahui Wu |
| 2026 | PAKDD | MED-YOLO: A Medical Small Target Sperm Detection Framework Based on Cross-Scale Spatial Dynamic Attention. | Zhenting Yang, Yang Zhao, Xin Wang, Jihong Pei, Xuan Yang, Jiahui Wu |
| 2026 | PAKDD | EmbryoCST: A Stage-Aware ResNet with Layered CNN-3D Swin Transformer for Embryo Stage Classification. | Yang Zhao, Xudong Li, Zikang Cai, Jihong Pei, Xuan Yang, Jiahui Wu |
| 2025 | AAAI | LLM-RG4: Flexible and Factual Radiology Report Generation Across Diverse Input Contexts. | Zhuhao Wang, Yihua Sun, Zihan Li, Xuan Yang, Fang Chen, Hongen Liao |
| 2025 | CIKM | EAPformer: Entropy-Aware Patch Transformer for Multivariate Long-Term Time Series Forecasting. | Jiahao Ling, Xuan Yang, Shimin Gong, Bo Gu |
| 2025 | CSCWD | RetinexUNet++: A Retinex-Based UNet++ Model for Low-Light Image Enhancement. | Lijun Dai, Chenhuan Liu, Xuan Yang, Yunquan Sun, Lizhe Qi |
| 2025 | CSCWD | DI-Net: Dynamic Interconnected Network for Accurate Industrial Defect Detection. | Xinzhi Lin, Xuan Yang, Liang Hao, Liang Zhang, Yunquan Sun, Lizhe Qi |
| 2025 | CVPR | Scaling Inference Time Compute for Diffusion Models. | Nanye Ma, Shangyuan Tong, Haolin Jia, Hexiang Hu, Yu-Chuan Su, Mingda Zhang, Xuan Yang, Yandong Li, Tommi S. Jaakkola, Xuhui Jia, Saining Xie |
| 2025 | ICML | SafeAuto: Knowledge-Enhanced Safe Autonomous Driving with Multimodal Foundation Models. | Jiawei Zhang, Xuan Yang, Taiqi Wang, Yu Yao, Aleksandr Petiushko, Bo Li |
| 2025 | IJCNN | HSDNet: Hybrid Super-Resolution Assisted Detection Network for Surface Defect Detection. | Xinzhi Lin, Xuan Yang, Yunquan Sun, Lizhe Qi |
| 2025 | IJCNN | IF-DETR: Incremental Few-Shot Detection Transformer for Surface Defect Detection. | Xuan Yang, Zhangxun Li, Xinzhi Lin, Jiamu Sheng, Nailei Hei, Lijun Dai, Lizhe Qi |
| 2025 | IJCNN | FBI-Net: Foreground and Background Isolate Knowledge Distillation Network for Surface Defect Detection. | Xuan Yang, Xinzhi Lin, Yuzheng Wang, Yunquan Sun, Lizhe Qi |
| 2025 | MICCAI | Probabilistic Inverse Consistent Image Registration Using Sparse Bayesian Network. | Shenglong Yang, Kangrong Xu, Zefeng He, Tianchao Feng, Xuan Yang |
| 2025 | MICCAI | EchoCardMAE: Video Masked Auto-Encoders Customized for Echocardiography. | Xuan Yang, Rui Xu, Xinchen Ye, Zhi-Hui Wang, Miao Zhang, Yi Wang, Xin Fan, Hongkai Wang, Qingxiong Yue, Xiangjian He, Yen-Wei Chen |
| 2025 | MMM | Uncertainty-Guided Joint Semi-supervised Segmentation and Registration of Cardiac Images. | Junjian Chen, Xuan Yang |
| 2025 | VTC | A Channel Robust RFF Extraction Method Based on 802.11N HT-MF Preamble. | Long Li, Yuan Zhong, Xuan Yang, Fan Xiao, Dongming Li |
| 2025 | WACV | SANPO: A Scene Understanding, Accessibility and Human Navigation Dataset. | Sagar M. Waghmare, Kimberly Wilber, Dave Hawkey, Xuan Yang, Matthew Wilson, Stephanie Debats, Cattalyya Nuengsigkapian, Astuti Sharma, Lars Pandikow, Huisheng Wang, Hartwig Adam, Mikhail Sirotenko |
| 2024 | GLOBECOM | Loop-Back based Physical-Layer Key Generation in FDD System Under Hardware Impairments. | Xuan Yang, Dongming Li |
| 2024 | ICML | VideoPoet: A Large Language Model for Zero-Shot Video Generation. | Dan Kondratyuk, Lijun Yu, Xiuye Gu, Jos Lezama, Jonathan Huang, Grant Schindler, Rachel Hornung, Vighnesh Birodkar, Jimmy Yan, Ming-Chang Chiu, Krishna Somandepalli, Hassan Akbari, Yair Alon, Yong Cheng, Joshua V. Dillon, Agrim Gupta, Meera Hahn, Anja Hauth, David Hendon, Alonso Martinez, David Minnen, Mikhail Sirotenko, Kihyuk Sohn, Xuan Yang, Hartwig Adam, Ming-Hsuan Yang, Irfan Essa, Huisheng Wang, David A. Ross, Bryan Seybold, Lu Jiang |
| 2024 | IWQoS | Low-Latency Video Conferencing via Optimized Packet Routing and Reordering. | Yao Xiao, Sitian Chen, Amelie Chi Zhou, Shuhao Zhang, Yi Wang, Rui Mao, Xuan Yang |
| 2024 | MICCAI | Novelty Detection Based Discriminative Multiple Instance Feature Mining to Classify NSCLC PD-L1 Status on HE-Stained Histopathological Images. | Rui Xu, Dan Yu, Xuan Yang, Xinchen Ye, Zhihui Wang, Yi Wang, Hongkai Wang, Haojie Li, Dingpin Huang, Fangyi Xu, Yi Gan, Yuan Tu, Hongjie Hu |
| 2024 | MICCAI | Airway Segmentation Based on Topological Structure Enhancement Using Multi-task Learning. | Xuan Yang, Lingyu Chen, Yuchao Zheng, Longfei Ma, Fang Chen, Guochen Ning, Hongen Liao |
| 2024 | WCNC | Pattern-Independent Human Gait Identification with Commodity WiFi. | Zhe Xiao, Shuang Zhou, Xiangming Wen, Sida Ling, Xuan Yang |
| 2024 | WACV | PolyMaX: General Dense Prediction with Mask Transformer. | Xuan Yang, Liangzhe Yuan, Kimberly Wilber, Astuti Sharma, Xiuye Gu, Siyuan Qiao, Stephanie Debats, Huisheng Wang, Hartwig Adam, Mikhail Sirotenko, Liang-Chieh Chen |
| 2023 | AAAI | DropMessage: Unifying Random Dropping for Graph Neural Networks. | Taoran Fang, Zhiqing Xiao, Chunping Wang, Jiarong Xu, Xuan Yang, Yang Yang |
| 2023 | GLOBECOM | A Channel Robust RF Fingerprint Identification Scheme for LTE Devices Based on DMRS Signals. | Xuan Yang, Dongming Li, Fuhui Zhou, Naofal Al-Dhahir |
| 2023 | ICASSP | Knowledge Distillation with Active Exploration and Self-Attention Based Inter-Class Variation Transfer for Image Segmentation. | Yifan Zhang, Shaojie Li, Xuan Yang |
| 2023 | ICDM | Leveraging Federated Learning for Unsecured Loan Risk Assessment on Decentralized Finance Lending Platforms. | Qian'ang Mao, Sheng Wan, Daning Hu, Jiaqi Yan, Jin Hu, Xuan Yang |
| 2023 | ICLR | Statistical Methods for Auditing the Quality of Manual Content Reviews. | Xuan Yang, Andrew Smart, Daniel Theron |
| 2023 | MICCAI | Nonuniformly Spaced Control Points Based on Variational Cardiac Image Registration. | Haosheng Su, Xuan Yang |
| 2023 | MICCAI | Importance Weighted Variational Cardiac MRI Registration Using Transformer and Implicit Prior. | Kangrong Xu, Qirui Huang, Xuan Yang |
| 2023 | VTC | Energy Consumption Optimization for UAV-Assisted Communication by Trajectory Design. | Xiaoge Huang, Yuyang Luo, Xuan Yang, Qianbin Chen |
| 2023 | VTC | LTE Base Station Synchronous Signal Based RF Fingerprints Identification Scheme. | Wenwen Yin, Xuan Yang |
| 2022 | CVPR | When Does Contrastive Visual Representation Learning Work? | Elijah Cole, Xuan Yang, Kimberly Wilber, Oisin Mac Aodha, Serge J. Belongie |
| 2022 | ECCV | On Label Granularity and Object Localization. | Elijah Cole, Kimberly Wilber, Grant Van Horn, Xuan Yang, Marco Fornoni, Pietro Perona, Serge J. Belongie, Andrew G. Howard, Oisin Mac Aodha |
| 2022 | ICDM | Non-local Patch Mixup for Unsupervised Domain Adaptation. | Jiujun He, Bin Liu, Xuan Yang |
| 2022 | ISNCC | Coverage Probability Analysis in Multi-cell Multi-user System with Random Number of Users. | Yuanxue Xin, Xuan Yang, Runkang Zhou, Ting Liu |
| 2022 | VTC | Detection and Exclusion of Incipient Fault for GNSS-based Train Positioning under Non-Gaussian Assumption. | Xuan Yang, Jiang Liu, Baigen Cai, Jian Wang, Debiao Lu |
| 2021 | ICANN | Semi-supervised Learning Based Right Ventricle Segmentation Using Deep Convolutional Boltzmann Machine Shape Model. | Kaimin Liao, Ziyu Gan, Xuan Yang |
| 2021 | ICANN | RIAP: A Method for Effective Receptive Field Rectification. | Zhenzhen Li, Kin-Wang Poon, Xuan Yang |
| 2020 | ASPLOS | Interstellar: Using Halide's Scheduling Language to Analyze DNN Accelerators. | Xuan Yang, Mingyu Gao, Qiaoyi Liu, Jeff Setter, Jing Pu, Ankita Nayak, Steven Bell, Kaidi Cao, Heonjae Ha, Priyanka Raina, Christos Kozyrakis, Mark Horowitz |
| 2019 | ASPLOS | TANGRAM: Optimized Coarse-Grained Dataflow for Scalable NN Accelerators. | Mingyu Gao, Xuan Yang, Jing Pu, Mark Horowitz, Christos Kozyrakis |
| 2019 | ICIG | Pose-Invariant Facial Expression Recognition Based on 3D Face Morphable Model and Domain Adversarial Learning. | Xiao Ma, Kaige Zhang, Xuan Yang |
| 2019 | IGARSS | A Fast and Precise Method for Large-Scale Land-Use Mapping Based on Deep Learning. | Xuan Yang, Zhengchao Chen, Baipeng Li, Dailiang Peng, Pan Chen, Bing Zhang |
| 2019 | MICCAI | Right Ventricle Segmentation in Short-Axis MRI Using a Shape Constrained Dense Connected U-Net. | Hao Yang, Zexiong Liu, Xuan Yang |
| 2019 | PDCAT | Right Ventricle Segmentation of Cine MRI Using Residual U-net Convolutinal Networks. | Zexiong Liu, Yuhong Feng, Xuan Yang |
| 2017 | ASPLOS | TETRIS: Scalable and Efficient Neural Network Acceleration with 3D Memory. | Mingyu Gao, Jing Pu, Xuan Yang, Mark Horowitz, Christos Kozyrakis |
| 2017 | ICIS | Understanding the Impacts of Social Influence on Initial and Sustained Participation in Open Source Software Projects. | Xiao Li, Xuan Yang, Daning Hu, Ji Wu, Harry Jiannan Wang |
| 2017 | ICNC | Comparison of software packages for Bayesian network learning in gene regulatory relationship mining. | Yu Kang, Xuan Yang, Menghai Sun, Junfan Hu, Zhiman Zhong, Jianxiao Liu |
| 2016 | ISLPED | A Thermal-Aware Physical Space Allocation Strategy for 3D Flash Memory Storage Systems. | Yi Wang, Mingxu Zhang, Lisha Dong, Xuan Yang |
| 2014 | HPCC | GPU Accelerated 3D Image Deformation Using Thin-Plate Splines. | Weixin Luo, Xuan Yang, Xiaoxiao Nan, Bingfeng Hu |
| 2013 | HPCC | GPU-Accelerated Parallel 3D Image Thinning. | Bingfeng Hu, Xuan Yang |
| 2010 | ICIS | How Microblog follower Networks Affect Open Source Software Project Success. | Xuan Yang, Daning Hu, Robert M. Davison |
| 2010 | WSC | Monte Carlo for large credit portfolios with potentially high correlations. | Jose H. Blanchet, Jingchen Liu, Xuan Yang |
| 2008 | ICNC | Multimodal Medical Image Elastic Registration Using Mean Shift. | Xuan Yang, Jihong Pei |
| 2003 | IGARSS | Appearance-preserving view-dependent multiresolution terrain modeling. | Xuan Yang, Din-Chang Tseng |