| 2026 | ACL | G²RPO-A: Guided Group Relative Policy Optimization with Adaptive Guidance. | Yongxin Guo, Wenbo Deng, Zhenglin Cheng, Xiaoying Tang |
| 2026 | ACL | RepoShapley: Shapley-Enhanced Context Filtering for Repository-Level Code Completion. | Yu Huo, Kun Zeng, Siyu Zhang, Yuquan Lu, Cheng Yang, Yifu Guo, Xiaoying Tang |
| 2026 | ACL | Adaptive Prompt Structure Factorization: A Framework for Self-Discovering and Optimizing Compositional Prompt Programs. | Haoyue Liu, Zhichao Wang, Yongxin Guo, Haoran Shou, Xiaoying Tang |
| 2026 | HCI | Exploring LLM-Enhanced Interactive Storytelling in Immersive VR for Children: Designing for Attention, Engagement, and Parental Mediation. | Yankai Zhao, Xiaoying Tang, Zhiyuan Liu, Tianlu He, Yani Zhang, Zuyuan Liang, Siao Li, Peijin Lv |
| 2025 | AAAI | VTG-LLM: Integrating Timestamp Knowledge into Video LLMs for Enhanced Video Temporal Grounding. | Yongxin Guo, Jingyu Liu, Mingda Li, Dingxin Cheng, Xiaoying Tang, Dianbo Sui, Qingbin Liu, Xi Chen, Kevin Zhao |
| 2025 | AAAI | Federated Unlearning with Gradient Descent and Conflict Mitigation. | Zibin Pan, Zhichao Wang, Chi Li, Kaiyan Zheng, Boqi Wang, Xiaoying Tang, Junhua Zhao |
| 2025 | AISTATS | On the Power of Adaptive Weighted Aggregation in Heterogeneous Federated Learning and Beyond. | Dun Zeng, Zenglin Xu, Shiyu Liu, Yu Pan, Qifan Wang, Xiaoying Tang |
| 2025 | CHI | Let AI Read First: Enhancing Reading Abilities for Individuals with Dyslexia through Artificial Intelligence. | Sihang Zhao, Shoucong Carol Xiong, Bo Pang, Xiaoying Tang, Pinjia He |
| 2025 | CVPR | AniMer: Animal Pose and Shape Estimation Using Family Aware Transformer. | Jin Lyu, Tianyi Zhu, Yi Gu, Li Lin, Pujin Cheng, Yebin Liu, Xiaoying Tang, Liang An |
| 2025 | CVPR | NLPrompt: Noise-Label Prompt Learning for Vision-Language Models. | Bikang Pan, Qun Li, Xiaoying Tang, Wei Huang, Zhen Fang, Feng Liu, Jingya Wang, Jingyi Yu, Ye Shi |
| 2025 | ICCV | Client2Vec: Improving Federated Learning by Distribution Shifts Aware Client Indexing. | Yongxin Guo, Lin Wang, Xiaoying Tang, Tao Lin |
| 2025 | ICLR | Enhancing Clustered Federated Learning: Integration of Strategies and Improved Methodologies. | Yongxin Guo, Xiaoying Tang, Tao Lin |
| 2025 | ICLR | Dynamic Mixture of Experts: An Auto-Tuning Approach for Efficient Transformer Models. | Yongxin Guo, Zhenglin Cheng, Xiaoying Tang, Zhaopeng Tu, Tao Lin |
| 2025 | ICLR | TRACE: Temporal Grounding Video LLM via Causal Event Modeling. | Yongxin Guo, Jingyu Liu, Mingda Li, Qingbin Liu, Xi Chen, Xiaoying Tang |
| 2025 | MICCAI | Masked Contrastive Language-Image Modeling For Brain Segmentation. | Jianwen Liang, Junyan Lyu, Yixuan Yuan, Xiaoying Tang |
| 2025 | MICCAI | Probabilistic Prior-Guided Anatomical Alignment for MRI Super-Resolution. | Yiwen Luo, Xiaoying Tang, Yixuan Yuan |
| 2025 | MICCAI | BEAM: Boosting Fundus Image Enhancement via Adapted Text-to-Image Models. | Ziheng Wang, Pujin Cheng, Xiaoying Tang |
| 2025 | MICCAI | UniOCTSeg: Towards Universal OCT Retinal Layer Segmentation via Hierarchical Prompting and Progressive Consistency Learning. | Jian Zhong, Li Lin, Chaoran Miao, Kenneth K. Y. Wong, Xiaoying Tang |
| 2025 | VTC | Trajectory Planning and Task Offloading for Delay and Energy Optimization in UAV Corridors. | Haoyue Liu, Suzhi Bi, Xiaoying Tang |
| 2024 | AAAI | FedLF: Layer-Wise Fair Federated Learning. | Zibin Pan, Chi Li, Fangchen Yu, Shuyi Wang, Haijin Wang, Xiaoying Tang, Junhua Zhao |
| 2024 | EMNLP | Difficult Task Yes but Simple Task No: Unveiling the Laziness in Multimodal LLMs. | Sihang Zhao, Youliang Yuan, Xiaoying Tang, Pinjia He |
| 2024 | HCI | Research on an Educational Toy for Preschool Children's Oral Care Based on Persuasive Design. | Xiaoying Tang, Silu Zheng, Yibing Chen, Zitao Liu |
| 2024 | HCI | Enhancing Product Design Efficiency Through Artificial Intelligence-Generated Content: A Case Study of a Home Office Desk. | Xiaoying Tang, Silu Zheng, Zitao Liu |
| 2024 | HCI | Digital Gamification Design of Chinese Landscape Painting Based on Gesture Interaction. | Jiaqi Xie, Hao Zheng, Junxian Lin, Xiaoying Tang |
| 2024 | ICML | FedRC: Tackling Diverse Distribution Shifts Challenge in Federated Learning by Robust Clustering. | Yongxin Guo, Xiaoying Tang, Tao Lin |
| 2024 | MICCAI | BPaCo: Balanced Parametric Contrastive Learning for Long-Tailed Medical Image Classification. | Zhiyuan Cai, Tianyunxi Wei, Li Lin, Hao Chen, Xiaoying Tang |
| 2024 | MICCAI | Fine-Grained Prompt Tuning: A Parameter and Memory Efficient Transfer Learning Method for High-Resolution Medical Image Classification. | Yijin Huang, Pujin Cheng, Roger C. Tam, Xiaoying Tang |
| 2023 | AAAI | FedMDFG: Federated Learning with Multi-Gradient Descent and Fair Guidance. | Zibin Pan, Shuyi Wang, Chi Li, Haijin Wang, Xiaoying Tang, Junhua Zhao |
| 2023 | ICCV | PRIOR: Prototype Representation Joint Learning from Medical Images and Reports. | Pujin Cheng, Li Lin, Junyan Lyu, Yijin Huang, Wenhan Luo, Xiaoying Tang |
| 2023 | ICML | FedBR: Improving Federated Learning on Heterogeneous Data via Local Learning Bias Reduction. | Yongxin Guo, Xiaoying Tang, Tao Lin |
| 2023 | IDEAL | Segmentation of Brachial Plexus Ultrasound Images Based on Modified SegNet Model. | Songlin Yan, Xiujiao Chen, Xiaoying Tang, Xuebing Chi |
| 2023 | MICCAI | Learning Ontology-Based Hierarchical Structural Relationship for Whole Brain Segmentation. | Junyan Lyu, Pengxiao Xu, Fatima A. Nasrallah, Xiaoying Tang |
| 2023 | MICCAI | Whole-Heart Reconstruction with Explicit Topology Integrated Learning. | Huilin Yang, Roger C. Tam, Xiaoying Tang |
| 2022 | GLOBECOM | Incentive Mechanism for Federated Learning based on Random Client Sampling. | Hongyi Wu, Xiaoying Tang, Ying-Jun Angela Zhang, Lin Gao |
| 2022 | MICCAI | Uni4Eye: Unified 2D and 3D Self-supervised Pre-training via Masked Image Modeling Transformer for Ophthalmic Image Classification. | Zhiyuan Cai, Li Lin, Huaqing He, Xiaoying Tang |
| 2022 | MICCAI | AugPaste: One-Shot Anomaly Detection for Medical Images. | Weikai Huang, Yijin Huang, Xiaoying Tang |
| 2022 | MICCAI | DS | Ziqi Huang, Li Lin, Pujin Cheng, Kai Pan, Xiaoying Tang |
| 2022 | MICCAI | Student Becomes Decathlon Master in Retinal Vessel Segmentation via Dual-Teacher Multi-target Domain Adaptation. | Linkai Peng, Li Lin, Pujin Cheng, Huaqing He, Xiaoying Tang |
| 2021 | MICCAI | I-SECRET: Importance-Guided Fundus Image Enhancement via Semi-supervised Contrastive Constraining. | Pujin Cheng, Li Lin, Yijin Huang, Junyan Lyu, Xiaoying Tang |
| 2021 | MICCAI | Lesion-Based Contrastive Learning for Diabetic Retinopathy Grading from Fundus Images. | Yijin Huang, Li Lin, Pujin Cheng, Junyan Lyu, Xiaoying Tang |
| 2021 | MICCAI | BSDA-Net: A Boundary Shape and Distance Aware Joint Learning Framework for Segmenting and Classifying OCTA Images. | Li Lin, Zhonghua Wang, Jiewei Wu, Yijin Huang, Junyan Lyu, Pujin Cheng, Jiong Wu, Xiaoying Tang |
| 2021 | MICCAI | FARGO: A Joint Framework for FAZ and RV Segmentation from OCTA Images. | Linkai Peng, Li Lin, Pujin Cheng, Zhonghua Wang, Xiaoying Tang |
| 2021 | MICCAI | Adjacent Scale Fusion and Corneal Position Embedding for Corneal Ulcer Segmentation. | Zhonghua Wang, Junyan Lyu, Wenhao Luo, Xiaoying Tang |
| 2020 | MICCAI | A 3D+2D CNN Approach Incorporating Boundary Loss for Stroke Lesion Segmentation. | Yue Zhang, Jiong Wu, Yilong Liu, Yifan Chen, Ed X. Wu, Xiaoying Tang |
| 2019 | HCI | Digital Design and Research of Ink Art Based on Infrared Interactive Projection Technology - Taking the Work of "Listen to the Ink" as an Example. | Yarong Deng, Lihong Luo, Xiaoying Tang |
| 2019 | HCI | "YUE Virtual Park" - Visualizing the National Voice. | Ting Liang, Xiaoying Tang |
| 2019 | IJCNN | Prostate Segmentation using 2D Bridged U-net. | Wanli Chen, Yue Zhang, Junjun He, Yu Qiao, Yifan Chen, Hongjian Shi, Ed X. Wu, Xiaoying Tang |
| 2019 | MICCAI | Fundus Image Based Retinal Vessel Segmentation Utilizing a Fast and Accurate Fully Convolutional Network. | Junyan Lyu, Pujin Cheng, Xiaoying Tang |
| 2019 | MICCAI | A Joint 3D+2D Fully Convolutional Framework for Subcortical Segmentation. | Jiong Wu, Yue Zhang, Xiaoying Tang |
| 2019 | SMC | Automated Classification of Amyotrophic Lateral Sclerosis Using Multi-level Whole-brain Volumes from Structural Magnetic Resonance Imaging. | Yuanyuan Wei, Siyuan Jiang, Yuanyuan Qin, Xiaoying Tang |
| 2019 | SMC | Whole brain volume and cortical thickness based automatic classification of Wilson's disease. | Lin Zou, Yukun Song, Jianping Chu, Xiaoying Tang |
| 2018 | HCI | The Application of Augmented Reality Technology in Digital Display for Intangible Cultural Heritage: The Case of Cantonese Furniture. | Xing Xie, Xiaoying Tang |
| 2018 | ICIP | Geometry-Based Facial Expression Recognition via Large Deformation Diffeomorphic Metric Curve Mapping. | Pucheng Yang, Huilin Yang, Yuanyuan Wei, Xiaoying Tang |
| 2017 | MICCAI | Patch-Based Deep Convolutional Neural Network for Corneal Ulcer Area Segmentation. | Qichao Sun, Lijie Deng, Jianwei Liu, Haixiang Huang, Jin Yuan, Xiaoying Tang |
| 2013 | MICCAI | Metric Space Structures for Computational Anatomy. | Jianqiao Feng, Xiaoying Tang, Minh Tang, Carey E. Priebe, Michael I. Miller |