Yanda Meng

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 34

Top Topics

Weakly Supervised

Multiple Instance

Top Venues

Medical Image Anal.

IEEE Trans. Medical Imaging

Publications

Mingyu Jin, Qinkai Yu, Jingyuan Huang, Qingcheng Zeng, Zhenting Wang, Wenyue Hua, Haiyan Zhao, Kai Mei, Yanda Meng, Kaize Ding, Fan Yang, Mengnan Du, Yongfeng Zhang
Exploring Concept Depth: How Large Language Models Acquire Knowledge at Different Layers? CoRR (2024)
Jianyang Xie, Yanda Meng, Yitian Zhao, Anh Nguyen, Xiaoyun Yang, Yalin Zheng
Dynamic Semantic-Based Spatial Graph Convolution Network for Skeleton-Based Human Action Recognition. AAAI (2024)
Mingyu Jin, Qinkai Yu, Dong Shu, Haiyan Zhao, Wenyue Hua, Yanda Meng, Yongfeng Zhang, Mengnan Du
The Impact of Reasoning Step Length on Large Language Models. ACL (Findings) (2024)
Mingyu Jin, Qinkai Yu, Chong Zhang, Dong Shu, Suiyuan Zhu, Mengnan Du, Yongfeng Zhang, Yanda Meng
Health-LLM: Personalized Retrieval-Augmented Disease Prediction Model. CoRR (2024)
Meng Wang, Tian Lin, Aidi Lin, Kai Yu, Yuanyuan Peng, Lianyu Wang, Cheng Chen, Ke Zou, Huiyu Liang, Man Chen, Xue Yao, Meiqin Zhang, Binwei Huang, Chaoxin Zheng, Peixin Zhang, Wei Chen, Yilong Luo, Yifan Chen, Honghe Xia, Tingkun Shi, Qi Zhang, Jinming Guo, Xiaolin Chen, Jingcheng Wang, Yih Chung Tham, Dianbo Liu, Wendy Wong, Sahil Thakur, Beau Fenner, Danqi Fang, Siying Liu, Qingyun Liu, Yuqiang Huang, Hongqiang Zeng, Yanda Meng, Yukun Zhou, Zehua Jiang, Minghui Qiu, Changqing Zhang, Xinjian Chen, Sophia Y. Wang, Cecilia S. Lee, Lucia Sobrin, Carol Y. Cheung, Chi Pui Pang, Pearse A Keane, Ching-Yu Cheng, Haoyu Chen, Huazhu Fu
Common and Rare Fundus Diseases Identification Using Vision-Language Foundation Model with Knowledge of Over 400 Diseases. CoRR (2024)
Yanda Meng, Yuchen Zhang, Jianyang Xie, Jinming Duan, Martha Joddrell, Savita Madhusudhan, Tunde Peto, Yitian Zhao, Yalin Zheng
Multi-granularity learning of explicit geometric constraint and contrast for label-efficient medical image segmentation and differentiable clinical function assessment. Medical Image Anal. 95 (2024)
Mingyu Jin, Qinkai Yu, Dong shu, Haiyan Zhao, Wenyue Hua, Yanda Meng, Yongfeng Zhang, Mengnan Du
The Impact of Reasoning Step Length on Large Language Models. CoRR (2024)
Qingcheng Zeng, Mingyu Jin, Qinkai Yu, Zhenting Wang, Wenyue Hua, Zihao Zhou, Guangyan Sun, Yanda Meng, Shiqing Ma, Qifan Wang, Felix Juefei-Xu, Kaize Ding, Fan Yang, Ruixiang Tang, Yongfeng Zhang
Uncertainty is Fragile: Manipulating Uncertainty in Large Language Models. CoRR (2024)
Qinkai Yu, Jianyang Xie, Anh Nguyen, He Zhao, Jiong Zhang, Huazhu Fu, Yitian Zhao, Yalin Zheng, Yanda Meng
CLIP-DR: Textual Knowledge-Guided Diabetic Retinopathy Grading with Ranking-aware Prompting. CoRR (2024)
Hongrun Zhang, Liam Burrows, Yanda Meng, Declan Sculthorpe, Abhik Mukherjee, Sarah E. Coupland, Ke Chen, Yalin Zheng
Weakly supervised segmentation with point annotations for histopathology images via contrast-based variational model. CoRR (2023)
Yanda Meng, Yuchen Zhang, Jianyang Xie, Jinming Duan, Yitian Zhao, Yalin Zheng
Weakly/Semi-supervised Left Ventricle Segmentation in 2D Echocardiography with Uncertain Region-Aware Contrastive Learning. PRCV (13) (2023)
Yanda Meng, Hongrun Zhang, Yitian Zhao, Dongxu Gao, Barbra Hamill, Godhuli Patri, Tunde Peto, Savita Madhusudhan, Yalin Zheng
Dual Consistency Enabled Weakly and Semi-Supervised Optic Disc and Cup Segmentation With Dual Adaptive Graph Convolutional Networks. IEEE Trans. Medical Imaging 42 (2) (2023)
Hongrun Zhang, Yanda Meng, Yitian Zhao, Xuesheng Qian, Yihong Qiao, Xiaoyun Yang, Yalin Zheng
3D Human Pose and Shape Reconstruction From Videos via Confidence-Aware Temporal Feature Aggregation. IEEE Trans. Multim. 25 (2023)
Yanda Meng, Joshua Bridge, Yitian Zhao, Martha Joddrell, Yihong Qiao, Xiaoyun Yang, Xiaowei Huang, Yalin Zheng
Transportation Object Counting With Graph-Based Adaptive Auxiliary Learning. IEEE Trans. Intell. Transp. Syst. 24 (3) (2023)
Yuchen Zhang, Yanda Meng, Yalin Zheng
Automatically Segment the Left Atrium and Scars from LGE-MRIs Using a Boundary-focused nnU-Net. CoRR (2023)
Yanda Meng, Joshua Bridge, Cliff Addison, Manhui Wang, Cristin Merritt, Stu Franks, Maria Mackey, Steve Messenger, Renrong Sun, Thomas Fitzmaurice, Caroline McCann, Qiang Li, Yitian Zhao, Yalin Zheng
Bilateral adaptive graph convolutional network on CT based Covid-19 diagnosis with uncertainty-aware consensus-assisted multiple instance learning. Medical Image Anal. 84 (2023)
Hongrun Zhang, Liam Burrows, Yanda Meng, Declan Sculthorpe, Abhik Mukherjee, Sarah E. Coupland, Ke Chen, Yalin Zheng
Weakly Supervised Segmentation with Point Annotations for Histopathology Images via Contrast-Based Variational Model. CVPR (2023)
Yanda Meng, Joshua Bridge, Meng Wei, Yitian Zhao, Yihong Qiao, Xiaoyun Yang, Xiaowei Huang, Yalin Zheng
Counting with Adaptive Auxiliary Learning. CoRR (2022)
Yanda Meng, Hongrun Zhang, Yitian Zhao, Xiaoyun Yang, Yihong Qiao, Ian J. C. MacCormick, Xiaowei Huang, Yalin Zheng
Graph-Based Region and Boundary Aggregation for Biomedical Image Segmentation. IEEE Trans. Medical Imaging 41 (3) (2022)
Yanda Meng, Xu Chen, Dongxu Gao, Yitian Zhao, Xiaoyun Yang, Yihong Qiao, Xiaowei Huang, Yalin Zheng
3D Dense Face Alignment with Fused Features by Aggregating CNNs and GCNs. CoRR (2022)
Yuchen Zhang, Yanda Meng, Yalin Zheng
Automatically Segment the Left Atrium and Scars from LGE-MRIs Using a Boundary-Focused nnU-Net. LAScarQS@MICCAI (2022)
Hongrun Zhang, Yanda Meng, Yitian Zhao, Yihong Qiao, Xiaoyun Yang, Sarah E. Coupland, Yalin Zheng
DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification. CVPR (2022)
Hongrun Zhang, Yanda Meng, Yitian Zhao, Yihong Qiao, Xiaoyun Yang, Sarah E. Coupland, Yalin Zheng
DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification. CoRR (2022)
Yanda Meng, Xu Chen, Hongrun Zhang, Yitian Zhao, Dongxu Gao, Barbra Hamill, Godhuli Patri, Tunde Peto, Savita Madhusudhan, Yalin Zheng
Shape-Aware Weakly/Semi-Supervised Optic Disc and Cup Segmentation with Regional/Marginal Consistency. MICCAI (4) (2022)
Hongrun Zhang, Yanda Meng, Xuesheng Qian, Xiaoyun Yang, Sarah E. Coupland, Yalin Zheng
A regularization term for slide correlation reduction in whole slide image analysis with deep learning. MIDL (2021)
Yanda Meng, Hongrun Zhang, Dongxu Gao, Yitian Zhao, Xiaoyun Yang, Xuesheng Qian, Xiaowei Huang, Yalin Zheng
BI-GCN: Boundary-Aware Input-Dependent Graph Convolution Network for Biomedical Image Segmentation. CoRR (2021)
Yanda Meng, Hongrun Zhang, Yitian Zhao, Xiaoyun Yang, Xuesheng Qian, Xiaowei Huang, Yalin Zheng
Spatial Uncertainty-Aware Semi-Supervised Crowd Counting. ICCV (2021)
Xu Chen, Yanda Meng, Yitian Zhao, Rachel Williams, Srinivasa R. Vallabhaneni, Yalin Zheng
Learning Unsupervised Parameter-Specific Affine Transformation for Medical Images Registration. MICCAI (4) (2021)
Yanda Meng, Hongrun Zhang, Yitian Zhao, Xiaoyun Yang, Xuesheng Qian, Xiaowei Huang, Yalin Zheng
Spatial Uncertainty-Aware Semi-Supervised Crowd Counting. CoRR (2021)
Yanda Meng, Hongrun Zhang, Dongxu Gao, Yitian Zhao, Xiaoyun Yang, Xuesheng Qian, Xiaowei Huang, Yalin Zheng
BI-GCN: Boundary-Aware Input-Dependent Graph Convolution Network for Biomedical Image Segmentation. BMVC (2021)
Kaizhong Deng, Yanda Meng, Dongxu Gao, Joshua Bridge, Yaochun Shen, Gregory Y. H. Lip, Yitian Zhao, Yalin Zheng
TransBridge: A Lightweight Transformer for Left Ventricle Segmentation in Echocardiography. ASMUS@MICCAI (2021)
Joshua Bridge, Yanda Meng, Yitian Zhao, Yong Du, Mingfeng Zhao, Renrong Sun, Yalin Zheng
Introducing the GEV Activation Function for Highly Unbalanced Data to Develop COVID-19 Diagnostic Models. IEEE J. Biomed. Health Informatics 24 (10) (2020)
Yanda Meng, Wei Meng, Dongxu Gao, Yitian Zhao, Xiaoyun Yang, Xiaowei Huang, Yalin Zheng
Regression of Instance Boundary by Aggregated CNN and GCN. ECCV (8) (2020)
Yanda Meng, Meng Wei, Dongxu Gao, Yitian Zhao, Xiaoyun Yang, Xiaowei Huang, Yalin Zheng
CNN-GCN Aggregation Enabled Boundary Regression for Biomedical Image Segmentation. MICCAI (4) (2020)