| 2026 | AAAI | CaPro: Curvilinear-aware Prompt Learning with Single Unlabeled Image for Cost-effective Curvilinear Structure Segmentation. | Zhuangzhuang Chen, Qiangyu Chen, Chubin Ou, Xiaomeng Li |
| 2026 | AAAI | OFL-SAM2: Prompt SAM2 with Online Few-shot Learner for Efficient Medical Image Segmentation. | Meng Lan, Lefei Zhang, Xiaomeng Li |
| 2026 | AAAI | Scaling and Transferability of Annealing Strategies in Large Language Model Training. | Siqi Wang, Zhengyu Chen, Teng Xiao, Zheqi Lv, Jinluan Yang, Xunliang Cai, Jingang Wang, Xiaomeng Li |
| 2026 | ACL | Into the Gray Zone: Domain Contexts Can Blur LLM Safety Boundaries. | Ki Sen Hung, Xi Yang, Chang Liu, Haoran Li, Kejiang Chen, Changxuan Fan, Tsun On Kwok, Weiming Zhang, Xiaomeng Li, Yangqiu Song |
| 2026 | ACL | Parallelism and Generation Order in Masked Diffusion Language Models: Limits Today, Potential Tomorrow. | Yangyang Zhong, Yanmei Gu, Zhengqing Zang, Xiaomeng Li, Yuqi Ding, Xibei Jia, Yuting Shen, Zhenzhong Lan, Liwang Zhu, Weiping Liu, Junlin Zhou, Haisheng Liu, Zhong Xin Yu, Pengxin Luo, Donglian Qi, Yunfeng Yan, Junbo Zhao |
| 2026 | CHI | Small Talk, Big Impact? LLM-based Conversational Agents to Mitigate Passive Fatigue in Conditional Automated Driving. | Lewis Cockram, Yueteng Yu, Jorge Pardo, Xiaomeng Li, Andry Rakotonirainy, Jonny Kuo, Sbastien Demmel, Mike G. Lenn, Ronald Schroeter |
| 2025 | AAAI | Leveraging Anatomical Consistency for Multi-Object Detection in Ultrasound Images via Source-free Unsupervised Domain Adaptation. | Bin Pu, Xingguo Lv, Jiewen Yang, Xingbo Dong, Yiqun Lin, Shengli Li, Kenli Li, Xiaomeng Li |
| 2025 | CVPR | MuTri: Multi-view Tri-alignment for OCT to OCTA 3D Image Translation. | Zhuangzhuang Chen, Hualiang Wang, Chubin Ou, Xiaomeng Li |
| 2025 | ICASSP | GDFDNet: A Novel Graph-Based Dynamically Fused Dual-Stream Network for Accuracy Prohibited Items Detection. | Xiaomeng Li, Hongxia Gao, Yaobin Huang, Zhenming Guan, Litao Li |
| 2025 | ICASSP | PlantPCC: Dual Sampling and Multi-level Geometry-aware Contrastive Regularization for Plant Point Cloud Completion. | Xiaomeng Li, Wenxu Wang, Haoxiang Sun, Yanhao Ding, Zhenbo Li |
| 2025 | ICCV | Token Activation Map to Visually Explain Multimodal LLMs. | Yi Li, Hualiang Wang, Xinpeng Ding, Haonan Wang, Xiaomeng Li |
| 2025 | ICCV | Neurons: Emulating the Human Visual Cortex Improves Fidelity and Interpretability in fMRI-to-Video Reconstruction. | Haonan Wang, Qixiang Zhang, Lehan Wang, Xuanqi Huang, Xiaomeng Li |
| 2025 | ICLR | Interpretable Bilingual Multimodal Large Language Model for Diverse Biomedical Tasks. | Lehan Wang, Haonan Wang, Honglong Yang, Jiaji Mao, Zehong Yang, Jun Shen, Xiaomeng Li |
| 2025 | ICML | Concept-Based Unsupervised Domain Adaptation. | Xinyue Xu, Yueying Hu, Hui Tang, Yi Qin, Lu Mi, Hao Wang, Xiaomeng Li |
| 2025 | IECON | Research on Optimization Algorithms for Alarm Data Fusion of Multiple Network Security Situational Awareness Devices. | Xiaomeng Li, Mengqi Liu, Shuozai Zheng, Tongshuai Zhang |
| 2025 | KDD | Diffmv: A Unified Diffusion Framework for Healthcare Predictions with Random Missing Views and View Laziness. | Chuang Zhao, Hui Tang, Hongke Zhao, Xiaomeng Li |
| 2025 | MICCAI | Adaptive Frame Selection for Gestational Age Estimation from Blind Sweep Fetal Ultrasound Videos. | Tanya Akumu, Marawan Elbatel, Vctor M. Campello, Richard Osuala, Carlos Martn-Isla, Ignacio Valenzuela, Xiaomeng Li, Bishesh Khanal, Karim Lekadir |
| 2025 | MICCAI | Cine-CLIP: Reducing Cine-MRI Dimensionality with Temporal Variability for Left Ventricular Ejection Fraction Estimation. | Enrique Almar-Munoz, Marawan Elbatel, Cristian Izquierdo, Illia Stepin, Machteld J. Boonstra, Xiaomeng Li, Christian Kremser, Matthias Schwab, Steffen E. Petersen, Markus Haltmeier, Agnes Mayr, Karim Lekadir |
| 2025 | MICCAI | Cross-View Generalized Diffusion Model for Sparse-View CT Reconstruction. | Jixiang Chen, Yiqun Lin, Yi Qin, Hualiang Wang, Xiaomeng Li |
| 2025 | MICCAI | CardiacCLIP: Video-Based CLIP Adaptation for LVEF Prediction in a Few-Shot Manner. | Yao Du, Jiarong Guo, Xiaomeng Li |
| 2025 | MICCAI | Echo-Path: Pathology-Conditioned Echo Video Generation. | Kabir Hamzah Muhammad, Marawan Elbatel, Yi Qin, Xiaomeng Li |
| 2025 | MICCAI | Multi-agent Collaboration for Integrating Echocardiography Expertise in Multi-modal Large Language Models. | Yi Qin, Dinusara Sasindu Gamage Nanayakkara, Xiaomeng Li |
| 2025 | MICCAI | EchoViewCLIP: Advancing Video Quality Control through High-performance View Recognition of Echocardiography. | Shanshan Song, Yi Qin, Honglong Yang, Taoran Huang, Hongwen Fei, Xiaomeng Li |
| 2025 | MICCAI | Geometric-Guided Few-Shot Dental Landmark Detection with Human-Centric Foundation Model. | Anbang Wang, Marawan Elbatel, Keyuan Liu, Lizhuo Lin, Meng Lan, Yanqi Yang, Xiaomeng Li |
| 2025 | MICCAI | VAMPIRE: Uncovering Vessel Directional and Morphological Information from OCTA Images for Cardiovascular Disease Risk Factor Prediction. | Lehan Wang, Hualiang Wang, Chubin Ou, Lushi Chen, Yunyi Liang, Xiaomeng Li |
| 2025 | MICCAI | MOC: Meta-Optimized Classifier for Few-Shot Whole Slide Image Classification. | Tianqi Xiang, Yi Li, Qixiang Zhang, Xiaomeng Li |
| 2025 | MICCAI | MedGround-R1: Advancing Medical Image Grounding via Spatial-Semantic Rewarded Group Relative Policy Optimization. | Huihui Xu, Yuanpeng Nie, Hualiang Wang, Ying Chen, Wei Li, Junzhi Ning, Lihao Liu, Hongqiu Wang, Lei Zhu, Jiyao Liu, Xiaomeng Li, Junjun He |
| 2025 | VTC | Performance Optimization for Self-Sustainable IRS-aided SWIPT: A Hierarchical Framework. | Xueyan Cao, Xiaomeng Li, Yuzheng Ren |
| 2025 | WWW | Unveiling Discrete Clues: Superior Healthcare Predictions for Rare Diseases. | Chuang Zhao, Hui Tang, Jiheng Zhang, Xiaomeng Li |
| 2024 | CVPR | Holistic Autonomous Driving Understanding by Bird'View Injected Multi-Modal Large Models. | Xinpeng Ding, Jianhua Han, Hang Xu, Xiaodan Liang, Wei Zhang, Xiaomeng Li |
| 2024 | CVPR | C | Yiqun Lin, Jiewen Yang, Hualiang Wang, Xinpeng Ding, Wei Zhao, Xiaomeng Li |
| 2024 | CVPR | M | Bin Pu, Liwen Wang, Jiewen Yang, Guannan He, Xingbo Dong, Shengli Li, Ying Tan, Ming Chen, Zhe Jin, Kenli Li, Xiaomeng Li |
| 2024 | CVPR | AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation. | Haonan Wang, Qixiang Zhang, Yi Li, Xiaomeng Li |
| 2024 | ECCV | Teach CLIP to Develop a Number Sense for Ordinal Regression. | Yao Du, Qiang Zhai, Weihang Dai, Xiaomeng Li |
| 2024 | ECCV | CardiacNet: Learning to Reconstruct Abnormalities for Cardiac Disease Assessment from Echocardiogram Videos. | Jiewen Yang, Yiqun Lin, Bin Pu, Jiarong Guo, Xiaowei Xu, Xiaomeng Li |
| 2024 | ICASSP | Multimodal Survival Ensemble Network: Integrating Genomic and Histopathological Insights for Enhanced Cancer Prognosis. | Chenyi Zhou, Hualiang Wang, Xiaomeng Li, Wanlu Liu, Zuozhu Liu |
| 2024 | ICIP | Adaptxray: Vision Transformer And Adapter In X-Ray Images For Prohibited Items Detection. | Yaobin Huang, Hongxia Gao, Xiaomeng Li |
| 2024 | ICLR | Energy-Based Concept Bottleneck Models: Unifying Prediction, Concept Intervention, and Probabilistic Interpretations. | Xinyue Xu, Yi Qin, Lu Mi, Hao Wang, Xiaomeng Li |
| 2024 | ICML | Unsupervised Domain Adaptation for Anatomical Structure Detection in Ultrasound Images. | Bin Pu, Xingguo Lv, Jiewen Yang, Guannan He, Xingbo Dong, Yiqun Lin, Shengli Li, Tan Ying, Fei Liu, Ming Chen, Zhe Jin, Kenli Li, Xiaomeng Li |
| 2024 | MICCAI | Spatial-Division Augmented Occupancy Field for Bone Shape Reconstruction from Biplanar X-Rays. | Jixiang Chen, Yiqun Lin, Haoran Sun, Xiaomeng Li |
| 2024 | MICCAI | HiA: Towards Chinese Multimodal LLMs for Comparative High-Resolution Joint Diagnosis. | Xinpeng Ding, Yongqiang Chu, Renjie Pi, Hualiang Wang, Xiaomeng Li |
| 2024 | MICCAI | An Organism Starts with a Single Pix-Cell: A Neural Cellular Diffusion for High-Resolution Image Synthesis. | Marawan Elbatel, Konstantinos Kamnitsas, Xiaomeng Li |
| 2024 | MICCAI | FD-SOS: Vision-Language Open-Set Detectors for Bone Fenestration and Dehiscence Detection from Intraoral Images. | Marawan Elbatel, Keyuan Liu, Yanqi Yang, Xiaomeng Li |
| 2024 | MICCAI | Learning 3D Gaussians for Extremely Sparse-View Cone-Beam CT Reconstruction. | Yiqun Lin, Hualiang Wang, Jixiang Chen, Xiaomeng Li |
| 2024 | MICCAI | Few-Shot Lymph Node Metastasis Classification Meets High Performance on Whole Slide Images via the Informative Non-parametric Classifier. | Yi Li, Qixiang Zhang, Tianqi Xiang, Yiqun Lin, Qingling Zhang, Xiaomeng Li |
| 2024 | MICCAI | Tri-Plane Mamba: Efficiently Adapting Segment Anything Model for 3D Medical Images. | Hualiang Wang, Yiqun Lin, Xinpeng Ding, Xiaomeng Li |
| 2024 | OZCHI | Using gaze to understand shifts in visual attention during conditional automation with non-driving related tasks. | Jorge Pardo, Rafael Cirino Gonalves, Xiaomeng Li, Jonny Kuo, Shiyan Yang, Ronald Schroeter, Natasha Merat, Mike G. Lenn |
| 2024 | SecureComm | Byzantine-Robust Federated Learning for Unreliable Environments by Random-Matching Verification and Credibility Table. | Yanjun Li, Xiaomeng Li, Hui Wan, Cong Wang |
| 2023 | AAAI | Semi-Supervised Deep Regression with Uncertainty Consistency and Variational Model Ensembling via Bayesian Neural Networks. | Weihang Dai, Xiaomeng Li, Kwang-Ting Cheng |
| 2023 | ICANN | Interpretable Image Recognition by Screening Class-Specific and Class-Shared Prototypes. | Xiaomeng Li, Jiaqi Wang, Liping Jing |
| 2023 | ICCV | CLIPN for Zero-Shot OOD Detection: Teaching CLIP to Say No. | Hualiang Wang, Yi Li, Huifeng Yao, Xiaomeng Li |
| 2023 | ICCV | GraphEcho: Graph-Driven Unsupervised Domain Adaptation for Echocardiogram Video Segmentation. | Jiewen Yang, Xinpeng Ding, Ziyang Zheng, Xiaowei Xu, Xiaomeng Li |
| 2023 | ICONIP | Dynamic Data Augmentation via Monte-Carlo Tree Search for Prostate MRI Segmentation. | Xinyue Xu, Yuhan Hsi, Haonan Wang, Xiaomeng Li |
| 2023 | MICCAI | Radiomics-Informed Deep Learning for Classification of Atrial Fibrillation Sub-Types from Left-Atrium CT Volumes. | Weihang Dai, Xiaomeng Li, Taihui Yu, Di Zhao, Jun Shen, Kwang-Ting Cheng |
| 2023 | MICCAI | SEDSkill: Surgical Events Driven Method for Skill Assessment from Thoracoscopic Surgical Videos. | Xinpeng Ding, Xiaowei Xu, Xiaomeng Li |
| 2023 | MICCAI | Federated Model Aggregation via Self-supervised Priors for Highly Imbalanced Medical Image Classification. | Marawan Elbatel, Hualiang Wang, Robert Mart, Huazhu Fu, Xiaomeng Li |
| 2023 | MICCAI | Context-Aware Pseudo-label Refinement for Source-Free Domain Adaptive Fundus Image Segmentation. | Zheang Huai, Xinpeng Ding, Yi Li, Xiaomeng Li |
| 2023 | MICCAI | Learning Deep Intensity Field for Extremely Sparse-View CBCT Reconstruction. | Yiqun Lin, Zhongjin Luo, Wei Zhao, Xiaomeng Li |
| 2023 | MICCAI | FSDiffReg: Feature-Wise and Score-Wise Diffusion-Guided Unsupervised Deformable Image Registration for Cardiac Images. | Yi Qin, Xiaomeng Li |
| 2023 | MICCAI | Fundus-Enhanced Disease-Aware Distillation Model for Retinal Disease Classification from OCT Images. | Lehan Wang, Weihang Dai, Mei Jin, Chubin Ou, Xiaomeng Li |
| 2023 | MICCAI | DHC: Dual-Debiased Heterogeneous Co-training Framework for Class-Imbalanced Semi-supervised Medical Image Segmentation. | Haonan Wang, Xiaomeng Li |
| 2023 | MICCAI | Morphology-Inspired Unsupervised Gland Segmentation via Selective Semantic Grouping. | Qixiang Zhang, Yi Li, Cheng Xue, Xiaomeng Li |
| 2023 | MICCAI | GL-Fusion: Global-Local Fusion Network for Multi-view Echocardiogram Video Segmentation. | Ziyang Zheng, Jiewen Yang, Xinpeng Ding, Xiaowei Xu, Xiaomeng Li |
| 2023 | WWW | CgAT: Center-Guided Adversarial Training for Deep Hashing-Based Retrieval. | Xunguang Wang, Yiqun Lin, Xiaomeng Li |
| 2022 | AAAI | Uncertainty Estimation via Response Scaling for Pseudo-Mask Noise Mitigation in Weakly-Supervised Semantic Segmentation. | Yi Li, Yiqun Duan, Zhanghui Kuang, Yimin Chen, Wayne Zhang, Xiaomeng Li |
| 2022 | AAAI | Separated Contrastive Learning for Organ-at-Risk and Gross-Tumor-Volume Segmentation with Limited Annotation. | Jiacheng Wang, Xiaomeng Li, Yiming Han, Jing Qin, Liansheng Wang, Qichao Zhou |
| 2022 | AAAI | Enhancing Pseudo Label Quality for Semi-supervised Domain-Generalized Medical Image Segmentation. | Huifeng Yao, Xiaowei Hu, Xiaomeng Li |
| 2022 | CVPR | RSCFed: Random Sampling Consensus Federated Semi-supervised Learning. | Xiaoxiao Liang, Yiqun Lin, Huazhu Fu, Lei Zhu, Xiaomeng Li |
| 2022 | ECCV | Learning Shadow Correspondence for Video Shadow Detection. | Xinpeng Ding, Jingwen Yang, Xiaowei Hu, Xiaomeng Li |
| 2022 | MICCAI | Free Lunch for Surgical Video Understanding by Distilling Self-supervisions. | Xinpeng Ding, Ziwei Liu, Xiaomeng Li |
| 2022 | MICCAI | Calibrating Label Distribution for Class-Imbalanced Barely-Supervised Knee Segmentation. | Yiqun Lin, Huifeng Yao, Zezhong Li, Guoyan Zheng, Xiaomeng Li |
| 2022 | MICCAI | Online Easy Example Mining for Weakly-Supervised Gland Segmentation from Histology Images. | Yi Li, Yiduo Yu, Yiwen Zou, Tianqi Xiang, Xiaomeng Li |
| 2021 | CSCWD | A Method for Extracting Unstructured Threat Intelligence Based on Dictionary Template and Reinforcement Learning. | Xuren Wang, Rong Chen, Binghua Song, Jie Yang, Zhengwei Jiang, Xiaoqing Zhang, Xiaomeng Li, Shengqin Ao |
| 2021 | ICCV | Support-Set Based Cross-Supervision for Video Grounding. | Xinpeng Ding, Nannan Wang, Shiwei Zhang, De Cheng, Xiaomeng Li, Ziyuan Huang, Mingqian Tang, Xinbo Gao |
| 2021 | IJCNN | CM-Net: a point cloud upsampling network based on adversarial neural network. | Xiaomeng Li, Chung-Ming Own, Kaizhen Wu, Qian Sun |
| 2021 | MICCAI | Improved Heatmap-Based Landmark Detection. | Huifeng Yao, Ziyu Guo, Yatao Zhang, Xiaomeng Li |
| 2021 | WCNC | Optimal WiFi APs Deployment for Localization and Coverage Based on Virtual Force. | Xiangyu Li, Baoqi Huang, Yu Tian, Zhendong Xu, Xiaomeng Li |
| 2020 | CHI | Self-Interruptions of Non-Driving Related Tasks in Automated Vehicles: Mobile vs Head-Up Display. | Michael A. Gerber, Ronald Schroeter, Xiaomeng Li, Mohammed Elhenawy |
| 2020 | MICCAI | Difficulty-Aware Meta-learning for Rare Disease Diagnosis. | Xiaomeng Li, Lequan Yu, Yueming Jin, Chi-Wing Fu, Lei Xing, Pheng-Ann Heng |
| 2020 | MICCAI | Cascaded Robust Learning at Imperfect Labels for Chest X-ray Segmentation. | Cheng Xue, Qiao Deng, Xiaomeng Li, Qi Dou, Pheng-Ann Heng |
| 2019 | HCI | Effects of Time Headway and Velocity on Drivers' Trust in the HMI of ACC System - a Simulator-Based Study. | Jianmin Wang, Wenjuan Wang, Xiaomeng Li, Fang You |
| 2019 | ICNC | Practice of Document Information Knowledge Service Oriented to Metrology Research Innovation. | Xiaomeng Li, Feng Pan, Li Li |
| 2019 | MICCAI | Uncertainty-Aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation. | Lequan Yu, Shujun Wang, Xiaomeng Li, Chi-Wing Fu, Pheng-Ann Heng |
| 2018 | BMVC | Semi-supervised Skin Lesion Segmentation via Transformation Consistent Self-ensembling Model. | Xiaomeng Li, Lequan Yu, Hao Chen, Chi-Wing Fu, Pheng-Ann Heng |
| 2018 | MICCAI | Deeply Supervised Rotation Equivariant Network for Lesion Segmentation in Dermoscopy Images. | Xiaomeng Li, Lequan Yu, Chi-Wing Fu, Pheng-Ann Heng |
| 2017 | ICNC | A method for discovering data patterns through constructing feature networks. | Xiaomeng Li, Chengli Zhao, Qiangjuan Huang, Xiaojie Wang, Dongyun Yi |
| 2016 | ACCV | Ultrasound Speckle Reduction via L_0 Minimization. | Lei Zhu, Weiming Wang, Xiaomeng Li, Qiong Wang, Jing Qin, Kin Hong Wong, Pheng-Ann Heng |
| 2016 | MICCAI | Multi-scale and Modality Dropout Learning for Intervertebral Disc Localization and Segmentation. | Xiaomeng Li, Qi Dou, Hao Chen, Chi-Wing Fu, Pheng-Ann Heng |
| 2014 | ISNN | Perceptual Learning Model on Recognizing Chinese Characters. | Jiawei Chen, Yan Liu, Xiaomeng Li, Liujun Chen |
| 2012 | ISCAS | The design and implementation of a chipset for the endoscopic Micro-Ball. | Yingke Gu, Guolin Li, Xiang Xie, Tianjia Sun, Shouhao Liu, Xiaomeng Li, Songping Mai, Zhihua Wang |
| 2011 | ISCAS | A new omnidirectional wireless power transmission solution for the wireless Endoscopic Micro-Ball. | Xiaomeng Li, Tianjia Sun, Guolin Li, Xiang Xie, Yingke Gu, Zhihua Wang |
| 2008 | ICNC | Neural Synchronization Models and the Potential Function of Phases. | Xiaomeng Li, Fukang Fang |
| 2006 | ISDA | Novel Universal Joint Joystick Based on Linear Compensation. | Hao Lu, HongChul Kim, Jang Myung Lee, Xiaomeng Li |
| 2001 | IROS | Designing ballistic flipping gait for a one-legged robot. | Tao Geng, Xiaoming Xu, Yupu Yang, Xiaomeng Li, Xiaowen Zhang |