Regression of Instance Boundary by Aggregated CNN and GCN. - Yanda Meng; Wei Meng; Dongxu Gao; Yitian Zhao; Xiaoyun Yang; Xiaowei Huang 001; Yalin Zheng (ECCV (8), 2020)

CNN-GCN Aggregation Enabled Boundary Regression for Biomedical Image Segmentation. - Yanda Meng; Meng Wei; Dongxu Gao; Yitian Zhao; Xiaoyun Yang; Xiaowei Huang 001; Yalin Zheng (MICCAI (4), 2020)

Introducing the GEV Activation Function for Highly Unbalanced Data to Develop COVID-19 Diagnostic Models. - Joshua Bridge; Yanda Meng; Yitian Zhao; Yong Du; Mingfeng Zhao; Renrong Sun; Yalin Zheng (IEEE J. Biomed. Health Informatics, 2020)

BI-GCN: Boundary-Aware Input-Dependent Graph Convolution Network for Biomedical Image Segmentation. - Yanda Meng; Hongrun Zhang; Dongxu Gao; Yitian Zhao; Xiaoyun Yang; Xuesheng Qian; Xiaowei Huang 001; Yalin Zheng (BMVC, 2021)

Spatial Uncertainty-Aware Semi-Supervised Crowd Counting. - Yanda Meng; Hongrun Zhang; Yitian Zhao; Xiaoyun Yang; Xuesheng Qian; Xiaowei Huang 001; Yalin Zheng (ICCV, 2021)

Learning Unsupervised Parameter-Specific Affine Transformation for Medical Images Registration. - Xu Chen 030; Yanda Meng; Yitian Zhao; Rachel Williams; Srinivasa R. Vallabhaneni; Yalin Zheng (MICCAI (4), 2021)

TransBridge: A Lightweight Transformer for Left Ventricle Segmentation in Echocardiography. - Kaizhong Deng; Yanda Meng; Dongxu Gao; Joshua Bridge; Yaochun Shen; Gregory Yoke Hong Lip; Yitian Zhao; Yalin Zheng (ASMUS@MICCAI, 2021)

A regularization term for slide correlation reduction in whole slide image analysis with deep learning. - Hongrun Zhang; Yanda Meng; Xuesheng Qian; Xiaoyun Yang; Sarah E. Coupland; Yalin Zheng (MIDL, 2021)

DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification. - Hongrun Zhang; Yanda Meng; Yitian Zhao; Yihong Qiao; Xiaoyun Yang; Sarah E. Coupland; Yalin Zheng (CVPR, 2022)

Shape-Aware Weakly/Semi-Supervised Optic Disc and Cup Segmentation with Regional/Marginal Consistency. - Yanda Meng; Xu Chen 030; Hongrun Zhang; Yitian Zhao; Dongxu Gao; Barbra Hamill; Godhuli Patri; Tunde Peto; Savita Madhusudhan; Yalin Zheng (MICCAI (4), 2022)

Automatically Segment the Left Atrium and Scars from LGE-MRIs Using a Boundary-Focused nnU-Net. - Yuchen Zhang; Yanda Meng; Yalin Zheng (LAScarQS@MICCAI, 2022)

Counting with Adaptive Auxiliary Learning. - Yanda Meng; Joshua Bridge; Meng Wei; Yitian Zhao; Yihong Qiao; Xiaoyun Yang; Xiaowei Huang 001; Yalin Zheng (CoRR, 2022)

3D Dense Face Alignment with Fused Features by Aggregating CNNs and GCNs. - Yanda Meng; Xu Chen 030; Dongxu Gao; Yitian Zhao; Xiaoyun Yang; Yihong Qiao; Xiaowei Huang 001; Yalin Zheng (CoRR, 2022)

Graph-Based Region and Boundary Aggregation for Biomedical Image Segmentation. - Yanda Meng; Hongrun Zhang; Yitian Zhao; Xiaoyun Yang; Yihong Qiao; Ian J. C. MacCormick; Xiaowei Huang 001; Yalin Zheng (IEEE Trans. Medical Imaging, 2022)

Weakly Supervised Segmentation with Point Annotations for Histopathology Images via Contrast-Based Variational Model. - Hongrun Zhang; Liam Burrows; Yanda Meng; Declan Sculthorpe; Abhik Mukherjee; Sarah E. Coupland; Ke Chen 002; Yalin Zheng (CVPR, 2023)

Weakly/Semi-supervised Left Ventricle Segmentation in 2D Echocardiography with Uncertain Region-Aware Contrastive Learning. - Yanda Meng; Yuchen Zhang; Jianyang Xie; Jinming Duan 001; Yitian Zhao; Yalin Zheng (PRCV (13), 2023)

Bilateral adaptive graph convolutional network on CT based Covid-19 diagnosis with uncertainty-aware consensus-assisted multiple instance learning. - Yanda Meng; Joshua Bridge; Cliff Addison; Manhui Wang; Cristin Merritt; Stu Franks; Maria Mackey; Steve Messenger; Renrong Sun; Thomas Fitzmaurice; Caroline McCann; Qiang Li; et al. (Medical Image Anal., 2023)

3D Human Pose and Shape Reconstruction From Videos via Confidence-Aware Temporal Feature Aggregation. - Hongrun Zhang; Yanda Meng; Yitian Zhao; Xuesheng Qian; Yihong Qiao; Xiaoyun Yang; Yalin Zheng (IEEE Trans. Multim., 2023)

Dual Consistency Enabled Weakly and Semi-Supervised Optic Disc and Cup Segmentation With Dual Adaptive Graph Convolutional Networks. - Yanda Meng; Hongrun Zhang; Yitian Zhao; Dongxu Gao; Barbra Hamill; Godhuli Patri; Tunde Peto; Savita Madhusudhan; Yalin Zheng (IEEE Trans. Medical Imaging, 2023)

Transportation Object Counting With Graph-Based Adaptive Auxiliary Learning. - Yanda Meng; Joshua Bridge; Yitian Zhao; Martha Joddrell; Yihong Qiao; Xiaoyun Yang; Xiaowei Huang 001; Yalin Zheng (IEEE Trans. Intell. Transp. Syst., 2023)

Dynamic Semantic-Based Spatial Graph Convolution Network for Skeleton-Based Human Action Recognition. - Jianyang Xie; Yanda Meng; Yitian Zhao; Anh Nguyen 003; Xiaoyun Yang; Yalin Zheng (AAAI, 2024)

The Impact of Reasoning Step Length on Large Language Models. - Mingyu Jin; Qinkai Yu; Dong Shu; Haiyan Zhao 003; Wenyue Hua; Yanda Meng; Yongfeng Zhang 003; Mengnan Du (ACL (Findings), 2024)

Clinical Insight-Augmented Multi-View Learning for Alzheimer's Detection in Retinal OCTA Images. - Yuandi Zhang; Jinkui Hao; Botian Zheng; Yonghuai Liu; Yanda Meng; Jiong Zhang 004; Yang Chen 008; Chunfeng Yang; Yitian Zhao (BIBM, 2024)

Multi-disease Detection in Retinal Images Guided by Disease Causal Estimation. - Jianyang Xie; Xiuju Chen; Yitian Zhao; Yanda Meng; He Zhao 002; Anh Nguyen 003; Xiaoxin Li; Yalin Zheng (MICCAI (1), 2024)

CLIP-DR: Textual Knowledge-Guided Diabetic Retinopathy Grading with Ranking-Aware Prompting. - Qinkai Yu; Jianyang Xie; Anh Nguyen 003; He Zhao 002; Jiong Zhang 004; Huazhu Fu; Yitian Zhao; Yalin Zheng; Yanda Meng (MICCAI (1), 2024)

Health-LLM: Personalized Retrieval-Augmented Disease Prediction System. - Mingyu Jin; Qinkai Yu; Dong Shu; Chong Zhang 006; Lizhou Fan; Wenyue Hua; Suiyuan Zhu; Yanda Meng; Zhenting Wang; Mengnan Du; Yongfeng Zhang 003; Yanda Meng (CoRR, 2024)

Health-LLM: Personalized Retrieval-Augmented Disease Prediction System. - Mingyu Jin; Qinkai Yu; Dong Shu; Chong Zhang 006; Lizhou Fan; Wenyue Hua; Suiyuan Zhu; Yanda Meng; Zhenting Wang; Mengnan Du; Yongfeng Zhang 003; Yanda Meng (CoRR, 2024)

Exploring Concept Depth: How Large Language Models Acquire Knowledge at Different Layers? - Mingyu Jin; Qinkai Yu; Jingyuan Huang; Qingcheng Zeng; Zhenting Wang; Wenyue Hua; Haiyan Zhao 003; Kai Mei; Yanda Meng; Kaize Ding; Fan Yang 023; Mengnan Du; et al. (CoRR, 2024)

Common and Rare Fundus Diseases Identification Using Vision-Language Foundation Model with Knowledge of Over 400 Diseases. - Meng Wang 038; Tian Lin; Aidi Lin; Kai Yu 009; Yuanyuan Peng; Lianyu Wang; Cheng Chen 013; Ke Zou; Huiyu Liang; Man Chen; Xue Yao; Meiqin Zhang; et al. (CoRR, 2024)

Uncertainty is Fragile: Manipulating Uncertainty in Large Language Models. - Qingcheng Zeng; Mingyu Jin; Qinkai Yu; Zhenting Wang; Wenyue Hua; Zihao Zhou; Guangyan Sun; Yanda Meng; Shiqing Ma; Qifan Wang 001; Felix Juefei-Xu; Kaize Ding; et al. (CoRR, 2024)

CathAction: A Benchmark for Endovascular Intervention Understanding. - Baoru Huang; Tuan Van Vo; Chayun Kongtongvattana; Giulio Dagnino; Dennis Kundrat; Wenqiang Chi; Mohamed E. M. K. Abdelaziz; Trevor M. Y. Kwok; Tudor Jianu; Tuong Do; Hieu Le; Minh Nguyen; et al. (CoRR, 2024)

Multi-granularity learning of explicit geometric constraint and contrast for label-efficient medical image segmentation and differentiable clinical function assessment. - Yanda Meng; Yuchen Zhang; Jianyang Xie; Jinming Duan 001; Martha Joddrell; Savita Madhusudhan; Tunde Peto; Yitian Zhao; Yalin Zheng (Medical Image Anal., 2024)

Self-Guided Adversarial Network for Domain Adaptive Retinal Layer Segmentation. - Jiong Zhang 004; Chenggang Lu; Ran Song 001; Yalin Zheng; Huaying Hao; Yanda Meng; Yitian Zhao (IEEE Trans. Instrum. Meas., 2024)

Dynamic Semantic-Based Spatial-Temporal Graph Convolution Network for Skeleton-Based Human Action Recognition. - Jianyang Xie; Yanda Meng; Yitian Zhao; Anh Nguyen 003; Xiaoyun Yang; Yalin Zheng (IEEE Trans. Image Process., 2024)

Incomplete Modality Disentangled Representation for Ophthalmic Disease Grading and Diagnosis. - Chengzhi Liu; Zile Huang; Zhe Chen; Feilong Tang; Yu Tian; Zhongxing Xu; Zihong Luo; Yalin Zheng; Yanda Meng (AAAI, 2025)

Exploring Concept Depth: How Large Language Models Acquire Knowledge and Concept at Different Layers? - Mingyu Jin; Qinkai Yu; Jingyuan Huang; Qingcheng Zeng; Zhenting Wang; Wenyue Hua; Haiyan Zhao 003; Kai Mei; Yanda Meng; Kaize Ding; Fan Yang 023; Mengnan Du; et al. (COLING, 2025)

Are Spatial-Temporal Graph Convolution Networks for Human Action Recognition Over-Parameterized? - Jianyang Xie; Yitian Zhao; Yanda Meng; He Zhao 002; Anh Nguyen 003; Yalin Zheng (CVPR, 2025)

tHPM-LDM: Integrating Individual Historical Record with Population Memory in Latent Diffusion-Based Glaucoma Forecasting. - Yuheng Fan; Jianyang Xie; Yimin Luo; Yanda Meng; Savita Madhusudhan; Gregory Y. H. Lip; Li Cheng 001; Yalin Zheng; He Zhao 002 (MICCAI (1), 2025)

Self-adaptive Vision-Language Model for 3D Segmentation of Pulmonary Artery and Vein. - Xiaotong Guo; Deqian Yang; Dan Wang; Ying Zhu; Haochen Zhao; Yuan Li; Zhilin Sui; Tao Zhou; Lijun Zhang; Hui Meng; Yanda Meng (MICCAI (9), 2025)

Fairness-Aware vCDR-Controlled Generation for Glaucoma Diagnosis. - Ziheng Wang; Shuran Yang; Wen Chen; Zhen Zhang; Mengyu Wang; Feixiang Zhou; Yu Tian; Meng Wang 038; Yitian Zhao; Yalin Zheng; Yanda Meng (MICCAI (9), 2025)

Memory-Augmented SAM2 for Training-Free Surgical Video Segmentation. - Ming Yin; Fu Wang; Xujiong Ye; Yanda Meng; Zeyu Fu (MICCAI (10), 2025)

Robust Incomplete-Modality Alignment for Ophthalmic Disease Grading and Diagnosis via Labeled Optimal Transport. - Qinkai Yu; Jianyang Xie; Yitian Zhao; Cheng Chen 013; Lijun Zhang; Liming Chen; Jun Cheng 003; Lu Liu; Yalin Zheng; Yanda Meng (MICCAI (15), 2025)

Parameterized Diffusion Optimization Enabled Autoregressive Ordinal Regression for Diabetic Retinopathy Grading. - Qinkai Yu; Wei Zhou; Hantao Liu; Yanyu Xu; Meng Wang 038; Yitian Zhao; Huazhu Fu; Xujiong Ye; Yalin Zheng; Yanda Meng (MICCAI (15), 2025)

GLCP: Global-to-Local Connectivity Preservation for Tubular Structure Segmentation. - Feixiang Zhou; Zhuangzhi Gao; He Zhao 002; Jianyang Xie; Yanda Meng; Yitian Zhao; Gregory Yoke Hong Lip; Yalin Zheng (MICCAI (16), 2025)

Excavate the Potential of Single-Scale Features: A Decomposition Network for Water-Related Optical Image Enhancement. - Zheng Cheng; Wenri Wang; Guang-Yong Chen; Yakun Ju; Yihua Cheng; Zhisong Liu; Yanda Meng; Jintao Song (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Self-adaptive vision-language model for 3D segmentation of pulmonary artery and vein. - Xiaotong Guo; Deqian Yang; Dan Wang; Haochen Zhao; Yuan Li; Zhilin Sui; Tao Zhou; Lijun Zhang; Yanda Meng (CoRR, 2025)

$ text{MR}^{2}$-Net: Retinal OCTA Image Stitching via Multi-Scale Representation Learning and Dynamic Location Guidance. - Haiting Mao; Yuhui Ma; Dan Zhang 026; Yanda Meng; Shaodong Ma; Yuchuan Qiao; Huazhu Fu; Caifeng Shan; Da Chen 002; Yitian Zhao; Jiong Zhang 004 (IEEE J. Biomed. Health Informatics, 2025)

Randomness-Restricted Diffusion Model for Ocular Surface Structure Segmentation. - Xinyu Guo; Han Wen; Huaying Hao; Yifan Zhao 001; Yanda Meng; Jiang Liu 001; Yalin Zheng; Wei Chen 089; Yitian Zhao (IEEE Trans. Medical Imaging, 2025)

A Clinician-Friendly Platform for Ophthalmic Image Analysis Without Technical Barriers. - Meng Wang 038; Tian Lin; Qingshan Hou; Aidi Lin; Jingcheng Wang; Qingsheng Peng; Truong X. Nguyen; Danqi Fang; Ke Zou; Ting Xu; Cancan Xue; Ten Cheer Quek; et al. (CoRR, 2025)

Excavate the potential of Single-Scale Features: A Decomposition Network for Water-Related Optical Image Enhancement. - Zheng Cheng; Wenri Wang; Guangyong Chen; Yakun Ju; Yihua Cheng; Zhisong Liu; Yanda Meng; Jintao Song (CoRR, 2025)