| 2026 | DASFAA | MAC-NER: Multi-Agent Collaborative Framework for Educational Named Entity Recognition. | Chunhua Li, Xiaofeng Du, Xiaoyan Zhang, Tianbo Lu |
| 2025 | CIKM | CoHN: Context-Aware Hawkes Graph Network for Temporal Knowledge Graph Reasoning. | Xiaowei Tian, Xiaoyan Zhang, Xiaofeng Du, Tianbo Lu |
| 2025 | CSCWD | PDP-FD: Federated Knowledge Distillation Based on Personalized Differential Privacy. | Yushuang Xiao, Xu Wang, Juanjuan Wang, Xuebin Ma, Xinwen Zhang, Xiaoyan Zhang, Xiangyu Bai |
| 2025 | CSCWD | DPTB-VFL: An Efficient Vertical Federated Learning Framework Based on Boosting Trees and Adaptive Differential Privacy. | Xinwen Zhang, Xuebin Ma, Xiaoying Yang, Xiaoyan Zhang, Yushuang Xiao, Xiangyu Bai |
| 2025 | CSCWD | An Efficient Federated Learning with Correlation-Based Pruning: Improving Accuracy under Layer-Wise Differential Privacy. | Xiaoyan Zhang, Xuebin Ma, Xiaoying Yang, Xinwen Zhang, Yushuang Xiao, Xiangyu Bai |
| 2025 | ICCV | Dataset Ownership Verification for Pre-Trained Masked Models. | Yuechen Xie, Jie Song, Yicheng Shan, Xiaoyan Zhang, Yuanyu Wan, Shengxuming Zhang, Jiarui Duan, Mingli Song |
| 2025 | IJCNN | Federated Distillation Meets Correlation-Based Pruning: Improving Accuracy under Differential Privacy. | Xiaoyan Zhang, Xiangyu Bai |
| 2024 | AAIM | A Distributed Approximation Algorithm for the Total Dominating Set Problem. | Limin Wang, Zhao Zhang, Donglei Du, Yaping Mao, Xiaoyan Zhang |
| 2024 | AAIM | Efficient Approximation Algorithms for Parallel Batch Machine Scheduling of Malleable Jobs. | Fenghe Xia, Longkun Guo, Xiaoyan Zhang |
| 2024 | COCOON | Algorithms for 2-Balanced Connected k-Partition Problem in Graphs. | Jing Hu, Junran Yu, Xiaoyan Zhang |
| 2024 | CVPR | Validating Privacy-Preserving Face Recognition Under a Minimum Assumption. | Hui Zhang, Xingbo Dong, Yen-Lung Lai, Ying Zhou, Xiaoyan Zhang, Xingguo Lv, Zhe Jin, Xuejun Li |
| 2024 | DASFAA | EBCPL: A Novel Evidence-Based Method for Concept Prerequisite Relation Learning. | Jiayu Zhang, Xiaoyan Zhang, Xiaofeng Du, Tianbo Lu |
| 2024 | ICPR | MFP3D: Monocular Food Portion Estimation Leveraging 3D Point Clouds. | Jinge Ma, Xiaoyan Zhang, Gautham Vinod, Siddeshwar Raghavan, Jiangpeng He, Fengqing Zhu |
| 2024 | PDCAT | Fast Approximation for Scheduling Malleable Jobs on Parallel Batch Machines with Rejection. | Fenghe Xia, Longkun Guo, Xiaoyan Zhang |
| 2023 | CGI | Video-Based Self-supervised Human Depth Estimation. | Qianlin Li, Xiaoyan Zhang |
| 2023 | DSAA | Lightweight Graph Convolutional Collaborative Filtering Recommendation Approach Incorporating Social Relationships. | Xiangfu Meng, Hongjin Huo, Xiaoyan Zhang, Wanchun Wang |
| 2023 | ICASSP | FFFN: Fashion Feature Fusion Network by Co-Attention Model for Fashion Recommendation. | Zhantu Lin, Xiaoyan Zhang |
| 2023 | IJCNN | RepEPnP: Weakly Supervised 3D Human Pose Estimation with EPnP Algorithm. | Huaijing Lai, Zhenhua Tang, Xiaoyan Zhang |
| 2023 | IJCNN | An Efficient Method based on Multi-view Semantic Alignment for Cross-view Geo-localization. | Yifeng Wang, Yamei Xia, Tianbo Lu, Xiaoyan Zhang, Wenbin Yao |
| 2023 | ISCC | Malicious Relay Detection for Tor Network Using Hybrid Multi-Scale CNN-LSTM with Attention. | Qiaozhi Feng, Yamei Xia, Wenbin Yao, Tianbo Lu, Xiaoyan Zhang |
| 2022 | COCOON | Two-Stage BP Maximization Under p-matroid Constraint. | Hong Chang, Zhicheng Liu, Donglei Du, Xiaoyan Zhang |
| 2022 | COMPSAC | A Node-labeling-based Method for Evaluating the Anonymity of Tor Network. | Feng Jiang, Yamei Xia, Wenbin Yao, Tianbo Lu, Xiaoyan Zhang |
| 2022 | HCI | Pilot Fatigue Evaluation Based on Eye-Movement Index and Performance Index. | Hongjun Xue, Xiaotian Chen, Xiaoyan Zhang, Ziqi Ma, Kai Qiu |
| 2022 | HCI | Study on the Mechanism of Pilot Fatigue on Performance. | Hongjun Xue, Ziqi Ma, Xiaoyan Zhang, Xiaotian Chen, Kai Qiu, Jie Li |
| 2022 | TAMC | Two-Stage Non-submodular Maximization. | Hong Chang, Zhicheng Liu, Ping Li, Xiaoyan Zhang |
| 2022 | TAMC | Two-Stage Submodular Maximization Under Knapsack and Matroid Constraints. | Zhicheng Liu, Jing Jin, Donglei Du, Xiaoyan Zhang |
| 2021 | AAIM | Improved Algorithms for Non-submodular Function Maximization Problem. | Zhicheng Liu, Hong Chang, Donglei Du, Xiaoyan Zhang |
| 2021 | COCOA | Two-Stage Submodular Maximization Under Curvature. | Yanzhi Li, Zhicheng Liu, Chuchu Xu, Ping Li, Hong Chang, Xiaoyan Zhang |
| 2021 | COCOA | A LP-based Approximation Algorithm for generalized Traveling Salesperson Path Problem. | Jian Sun, Gregory Z. Gutin, Xiaoyan Zhang |
| 2021 | ICDCS | Demo: Resource Allocation for Wafer-Scale Deep Learning Accelerator. | Huihong Peng, Longkun Guo, Long Sun, Xiaoyan Zhang |
| 2021 | ICIP | Reference-Based Video Colorization With Multi-Scale Semantic Fusion And Temporal Augmentation. | Yaxin Liu, Xiaoyan Zhang, Xiaogang Xu |
| 2021 | TrustCom | Construction of Knowledge Graph Based on Discipline Inspection and Supervision. | Yuefeng Liu, Wei Guo, Hanyu Zhang, Haodong Bian, Yingjie He, Xiaoyan Zhang, Yanzhang Gong, Jianmin Dong, Zhen Liu |
| 2021 | TrustCom | Prediction of remaining useful life of turbofan engine based on optimized model. | Yuefeng Liu, Xiaoyan Zhang, Wei Guo, Haodong Bian, Yingjie He, Zhen Liu |
| 2021 | SEKE | A hierarchical RNN-based model for learning recommendation with session intent detection. | Jinyang Liu, Chuantao Yin, Xiaoyan Zhang, Kunyang Wang, Hong Zhou |
| 2020 | AAAI | Leveraging Title-Abstract Attentive Semantics for Paper Recommendation. | Guibing Guo, Bowei Chen, Xiaoyan Zhang, Zhirong Liu, Zhenhua Dong, Xiuqiang He |
| 2020 | AAIM | Online BP Functions Maximization. | Ling Chen, Zhicheng Liu, Hong Chang, Donglei Du, Xiaoyan Zhang |
| 2020 | AAIM | Approximation Algorithm for Stochastic Set Cover Problem. | Haiyun Sheng, Donglei Du, Yuefang Sun, Jian Sun, Xiaoyan Zhang |
| 2020 | COCOON | Approximation Algorithms for General Cluster Routing Problem. | Xiaoyan Zhang, Donglei Du, Gregory Z. Gutin, Qiaoxia Ming, Jian Sun |
| 2020 | GLOBECOM | Secure and Privacy-preserving Energy Trading Scheme based on Blockchain. | Shunrong Jiang, Xiaoyan Zhang, Jinpeng Li, Hao Yue, Yong Zhou |
| 2020 | HCI | A Task Simulation and Ergonomics Analysis Method Based on JACK. | Hongjun Xue, Jiayu Chen, Xiaoyan Zhang |
| 2020 | ICIP | Convolutional Attention Model For Restaurant Recommendation With Multi-View Visual Features. | Haihua Luo, Xiaoyan Zhang, Guibing Guo |
| 2020 | PDCAT | Approximation Algorithms for the General Cluster Routing Problem. | Longkun Guo, Bin Xing, Peihuang Huang, Xiaoyan Zhang |
| 2020 | PDCAT | Optimal Algorithm of Isolated Toughness for Interval Graphs. | Fengwei Li, Qingfang Ye, Hajo Broersma, Xiaoyan Zhang |
| 2020 | TAMC | Two-Stage Submodular Maximization Problem Beyond Non-negative and Monotone. | Zhicheng Liu, Hong Chang, Ran Ma, Donglei Du, Xiaoyan Zhang |
| 2019 | AAIM | Approximation Algorithm for Stochastic Prize-Collecting Steiner Tree Problem. | Jian Sun, Haiyun Sheng, Yuefang Sun, Xiaoyan Zhang |
| 2019 | AAIM | An Approximation Algorithm for the Dynamic k-level Facility Location Problem. | Limin Wang, Zhao Zhang, Dachuan Xu, Xiaoyan Zhang |
| 2019 | ACL | A Neural Multi-digraph Model for Chinese NER with Gazetteers. | Ruixue Ding, Pengjun Xie, Xiaoyan Zhang, Wei Lu, Linlin Li, Luo Si |
| 2019 | ACML | An Articulated Structure-aware Network for 3D Human Pose Estimation. | Zhenhua Tang, Xiaoyan Zhang, Junhui Hou |
| 2019 | DASFAA | Top-k Spatial Keyword Quer with Typicality and Semantics. | Xiangfu Meng, Xiaoyan Zhang, Lin Li, Quangui Zhang, Pan Li |
| 2019 | HCI | Using CFD Technology to Simulate a Model of Human Thermoregulation in the Stable Temperature Environment. | Sina Dang, Hongjun Xue, Xiaoyan Zhang, Jue Qu, Chengwen Zhong, Siyu Chen |
| 2019 | HCI | An Integrated Ergonomics Evaluation Method of HWDs. | Hongjun Xue, Hua Zhao, Xiaoyan Zhang |
| 2019 | HCI | Modeling Pilots' Operation Error Based on Fitts' Law. | Qianzheng Zhuang, Xiaoyan Zhang, Hua Zhao, Hongjun Xue, Tao Li |
| 2019 | MMM | Deep Reinforcement Learning for Automatic Thumbnail Generation. | Zhuopeng Li, Xiaoyan Zhang |
| 2018 | ICNC | T$k$QS: A Top-$k$ Keyword Query Suggestion System. | Xiangfu Meng, Xiaoyan Zhang, Zeqi Zhao |
| 2017 | DSAA | DP-POIRS: A Diversified and Personalized Point-of-Interest Recommendation System. | Xiangfu Meng, Yanhuan Tang, Xiaoyan Zhang |
| 2017 | HCI | Effects of Key Size, Gap and the Location of Key Characters on the Usability of Touchscreen Devices in Input Tasks. | Da Tao, Qiugu Chen, Juan Yuan, Shuang Liu, Xiaoyan Zhang, Xingda Qu |
| 2017 | HCI | An Approach for Assessing the Usability of Cockpit Display System. | Hongjun Xue, Tao Li, Xiaoyan Zhang |
| 2017 | HCI | Can Fixation Frequency Be Used to Assess Pilots' Mental Workload During Taxiing? | Xiaoyan Zhang, Hongjun Xue, Xingda Qu, Tao Li |
| 2017 | ICASSP | Transfer of vignetting effect from paintings to photographs. | Xiaoyan Zhang, Martin Constable, Kap Luk Chan |
| 2017 | ICASSP | Pose-based composition improvement for portrait photographs. | Xiaoyan Zhang, Kap Luk Chan, Martin Constable |
| 2016 | DSAA | A Decision Tree-Based Approach for Categorizing Spatial Database Query Results. | Xiangfu Meng, Xiaoyan Zhang, Jinguang Sun, Lin Li, Changzheng Xing, Chongchun Bi |
| 2016 | MICCAI | Two-Stage Simulation Method to Improve Facial Soft Tissue Prediction Accuracy for Orthognathic Surgery. | Daeseung Kim, Chien-Ming Chang, Dennis Chun-Yu Ho, Xiaoyan Zhang, Shunyao Shen, Peng Yuan, Huaming Mai, Guangming Zhang, Xiaobo Zhou, Jaime Gateno, Michael A. K. Liebschner, James J. Xia |
| 2015 | HCI | Human-Human Interaction Modeling of Trainer. | Hongjun Xue, Wenxin Zhang, Xiaoyan Zhang |
| 2015 | HCI | Comfort Evaluation Method of Commercial Pilot Posture. | Xiaoyan Zhang, Hongjun Xue, Xiaoheng Su, Yunteng Hou |
| 2015 | ICIP | Prediction of facial soft tissue deformations with improved rubin-bodner model after craniomaxillofacial (CMF) surgery. | Guangming Zhang, James J. Xia, Xiaoyan Zhang, Xiaobo Zhou |
| 2015 | MICCAI | Automated Three-Piece Digital Dental Articulation. | Jianfu Li, Flavio Ferraz, Shunyao Shen, Yi-Fang Lo, Xiaoyan Zhang, Peng Yuan, Zhen Tang, Ken-Chung Chen, Jaime Gateno, Xiaobo Zhou, James J. Xia |
| 2014 | HCI | Comfort Evaluation of Cockpit Based on Dynamic Pilot Posture. | Hongjun Xue, Xiaoyan Zhang, Yingchun Chen, Lin Zhou |
| 2014 | HCI | Predictive Probability Model of Pilot Error Based on CREAM. | Xiaoyan Zhang, Hongjun Xue, Yingchun Chen, Lin Zhou, Gaohong Lu |
| 2013 | HCI | Simulation for Pilot's Capability of Target-Pointing Operation. | Hongjun Xue, Xiaoyan Zhang |
| 2013 | HCI | Pilot Performance Models. | Xiaoyan Zhang, Hongjun Xue |
| 2012 | AMIA | ClinData Express - A Metadata Driven Clinical Research Data Management System. | Zuofeng Li, Jiangran Wen, Xiaoyan Zhang, Chunxiao Wu, Zuogao Li, Lei Liu |
| 2012 | ICPR | Example-based contrast enhancement for portrait photograph. | Xiaoyan Zhang, Martin Constable, Kap Luk Chan |
| 2011 | ICIP | Aesthetic enhancement of landscape photographs as informed by paintings across depth layers. | Xiaoyan Zhang, Martin Constable, Kap Luk Chan |
| 2011 | ICNC | A knowledge-based approach for answering fuzzy queries in XML. | Xiaoyan Zhang, Xiangfu Meng, Xing Wang |
| 2010 | ICNC | Investigation on flow instrument fast fault detection based on LSSVM predictor. | Huaqiang Zhang, Xiaoyan Zhang, Shuo Zhang |
| 2008 | IJCNLP | Story Link Detection based on Dynamic Information Extending. | Xiaoyan Zhang, Ting Wang, Huowang Chen |
| 2008 | ISKE | A wavelet-based 3D surfacelet transform. | Hongzhi Xiao, Jingwen Yan, Xiaoyan Zhang |
| 2005 | APWEB | Chinese Named Entity Recognition with a Hybrid-Statistical Model. | Xiaoyan Zhang, Ting Wang, Jintao Tang, Huiping Zhou, Huowang Chen |