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keywords=Lequan Yu, Yu Lequan, Lequan, HKU, University of Hong Kong, Stanford, CUHK, The Chinese University of Hong Kong, ZJU, Zhejiang University, Artificial Intelligence, Computer, Vision, Machine, Learning, Medical Image, Multimodal Learning, Medical AI, AI for Healthcare;
description=Lequan Yu is an Assistant Professor at HKU.;

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shrinkage on bayesian neural networks via the r2d2 prior tsai hor chan dora yan zhang guosheng yin lequan yu ieee transactions on pattern analysis and machine intelligence tpami 2025 medagentboard benchmarking multi agent collaboration with conventional methods for diverse medical tasks yinghao zhu ziyi he haoran hu xiaochen zheng xichen zhang zixiang wang junyi gao liantao ma lequan yu conference on neural information processing systems neurips 2025 amplifying prominent representations in multimodal learning via variational dirichlet process tsai hor chan feng wu yihang chen guosheng yin lequan yu conference on neural information processing systems neurips 2025 variational polya tree lu xu tsai hor chan lequan yu kwok fai lam guosheng yin conference on neural information processing systems neurips 2025 scaling chest x ray foundation models from mixed supervisions for dense prediction fuying wang lequan yu ieee transactions on medical imaging tmi 2025 most ig morphology guided spatial transcriptomics integration via visual genomic graph optimal transport liting yu tao ma weiqin zhao zhuo liang lequan yu medical image computing and computer assisted intervention miccai 2025 hyperpath knowledge guided hyperbolic semantic hierarchy modeling for wsi analysis peixiang huang yanyan huang weiqin zhao junjun he lequan yu medical image computing and computer assisted intervention miccai 2025 bridging radiological images and factors with vision language model for accurate diagnosis of proliferative hepatocellular carcinoma yanyan huang wanli zhang peixiang huang yu fu ruimeng yang lequan yu medical image computing and computer assisted intervention miccai 2025 democratizing large language model based graph data augmentation via latent knowledge graphs yushi feng tsai hor chan guosheng yin lequan yu neural networks 2025 ctpd cross modal temporal pattern discovery for enhanced multimodal electronic health records analysis wang feng wu yihan tang lequan yu annual meeting of the association for computational linguistics acl 2025 from token to rhythm a multi scale approach for ecg language pretraining wang jiacheng xu lequan yu international conference on machine learning icml 2025 cross modal alignment via variational copula modelling feng wu tsai hor chan wang guosheng yin lequan yu international conference on machine learning icml 2025 code tad graph enhancing whole slide image analysis via task aware subgraph disentanglement fuying wang jiayi xin weiqin zhao yuming jiang maximus yeung liansheng wang lequan yu ieee transactions on medical imaging tmi 2025 code large images are gaussians high quality large image representation with levels of 2d gaussian splatting lingting zhu guying lin jinnan chen xinjie zhang zhenchao jin zhao wang lequan yu aaai conference on artificial intelligence aaai 2025 code from layers to states a state space model perspective to deep neural network layer dynamics qinshuo liu weiqin zhao wei huang yanwen fang lequan yu guodong li international conference on learning representations iclr 2025 2024 aligning knowledge concepts to whole slide images for precise histopathology image analysis weiqin zhao ziyu guo yinshuang fan yuming jiang maximus yeung lequan yu npj digital medicine 2024 code free lunch in pathology foundation model task specific model adaptation with concept guided feature enhancement yanyan huang weiqin zhao yihang chen yu fu lequan yu conference on neural information processing systems neurips 2024 code unleash the power of state space model for whole slide image with local aware scanning and importance resampling yanyan huang weiqin zhao yu fu lingting zhu lequan yu ieee transactions on medical imaging tmi 2024 code multi sensor learning enables information transfer across different sensory data and augments multi modality imaging lingting zhu yizheng chen lianli liu lei xing lequan yu ieee transactions on pattern analysis and machine intelligence tpami 2024 code hergen elevating radiology report generation with longitudinal data fuying wang shenghui du lequan yu european conference on computer vision eccv 2024 code cdp mil robust multiple instance learning via cascaded dirichlet process yihang chen tsai hor chan guosheng yin yuming jiang lequan yu european conference on computer vision eccv 2024 code multi task heterogeneous graph learning on electronic health records tsai hor chan guosheng yin kyongtae bae lequan yu neural networks 2024 code swin umamba mamba based unet with imagenet based pretraining jiarun liu hao yang hong yu zhou yan xi lequan yu yizhou yu yong liang guangming shi shaoting zhang hairong zheng shanshan wang medical image computing and computer assisted intervention miccai 2024 code orcgt ollivier ricci curvature based graph model for lung stas prediction min cen zheng wang zhenfeng zhuang hong zhang dan su zhen bao weiwei wei baptiste magnier lequan yu liansheng wang medical image computing and computer assisted intervention miccai 2024 advancing h e to ihc virtual staining with task specific domain knowledge for her2 scoring qiong peng weiping lin yihuang hu ailisi bao chenyu lian weiwei wei meng yue jingxin liu lequan yu liansheng wang medical image computing and computer assisted intervention miccai 2024 l2b learning to bootstrap robust models for combating label noise yuyin zhou xianhang li fengze liu qingyue wei xuxi chen lequan yu cihang xie matthew p lungren lei xing ieee cvf conference on computer vision and pattern recognition cvpr 2024 code a dual enrichment synergistic strategy to handle data heterogeneity for domain incremental cardiac segmentation kang li yu zhu lequan yu pheng ann heng ieee transactions on medical imaging tmi 2024 boosting multiple instance learning models for whole slide image classification a model agnostic framework based on counterfactual inference weiping lin zhenfeng zhuang lequan yu liansheng wang aaai conference on artificial intelligence aaai 2024 code memory efficient prompt tuning for incremental histopathology classification yu zhu kang li lequan yu pheng ann heng aaai conference on artificial intelligence aaai 2024 2023 adaptive uncertainty estimation via high dimensional testing on latent representations tsai hor chan kin wai lau jiajun shen guosheng yin lequan yu conference on neural information processing systems neurips 2023 code idrnet intervention driven relation network for semantic segmentation zhenchao jin xiaowei hu lingting zhu luchuan song li yuan lequan yu conference on neural information processing systems neurips 2023 code conslide asynchronous hierarchical interaction transformer with breakup reorganize rehearsal for continual whole slide image analysis yanyan huang weiqin zhao shujun wang yu fu yuming jiang lequan yu international conference on computer vision iccv 2023 code higt hierarchical interaction graph transformer for whole slide image analysis ziyu guo weiqin zhao shujun wang lequan yu medical image computing and computer assisted intervention miccai 2023 code make a volume leveraging latent diffusion models for cross modality 3d brain mri synthesis lingting zhu zeyue xue zhenchao jin xian liu jingzhen he ziwei liu lequan yu medical image computing and computer assisted intervention miccai 2023 adaptive region specific loss for improved medical image segmentation yizheng chen lequan yu jen yeu wang neil panjwani jean pierre obeid wu liu lianli liu nataliya kovalchuk michael francis gensheimer lucas kas vitzthum beth m beadle daniel t chang quynh thu le bin han lei xing ieee transactions on pattern analysis and machine intelligence tpami 2023 shared specific feature learning with bottleneck fusion transformer for multi modal whole slide image analysis zhihua wang lequan yu xin ding xuehong liao liansheng wang ieee transactions on medical imaging tmi 2023 recist induced reliable learning geometry driven label propagation for universal lesion segmentation lianyu zhou lequan yu liansheng wang ieee transactions on medical imaging tmi 2023 transformer based multimodal fusion for survival prediction by integrating whole slide images clinical and genomic data yihang chen weiqin zhao lequan yu ieee international symposium on biomedical imaging isbi 2023 histopathology whole slide image analysis with heterogeneous graph representation learning tsai hor chan fernando julio cendra lan ma guosheng yin lequan yu ieee cvf conference on computer vision and pattern recognition cvpr 2023 code taming diffusion models for audio driven co speech gesture generation lingting zhu xian liu xuanyu liu rui qian ziwei liu lequan yu ieee cvf conference on computer vision and pattern recognition cvpr 2023 code magicnet semi supervised multi organ segmentation via magic cube partition and recovery duowen chen yunhao bai wei shen qingli li lequan yu yan wang ieee cvf conference on computer vision and pattern recognition cvpr 2023 code hybrid graph convolutional network with online masked autoencoder for robust multimodal cancer survival prediction wentai hou chengxuan lin lequan yu jing qin rongshan yu liansheng wang ieee transactions on medical imaging tmi 2023 mulgt multi task graph transformer with task aware knowledge injection and domain knowledge driven pooling for whole slide image analysis weiqin zhao shujun wang maximus yeung tianye niu lequan yu aaai conference on artificial intelligence aaai 2023 code 2022 leveraging data driven self consistency for high fidelity gene expression recovery md tauhidul islam jen yeu wang hongyi ren xiaomeng li masoud badiei khuzani shengtian sang lequan yu liyue shen wei zhao lei xing nature communications 2022 data discernment for affordable training in medical image segmentation youyi song lequan yu baiying lei kup sze choi jing qin ieee transactions on medical imaging tmi 2022 code murcl multi instance reinforcement contrastive learning for whole slide image classification zhonghang zhu lequan yu wei wu rongshan yu defu zhang liansheng wang ieee transactions on medical imaging tmi 2022 code multi granularity cross modal alignment for generalized medical visual representation learning fuying wang yuyin zhou shujun wang varut vardhanabhuti lequan yu conference on neural information processing systems neurips 2022 code mcibi soft mining contextual information beyond image for semantic segmentation zhenchao jin dongdong yu zehuan yuan lequan yu ieee transactions on pattern analysis and machine intelligence tpami 2022 code you should look at all objects zhenchao jin dongdong yu luchuan song zehuan yuan lequan yu european conference on computer vision eccv 2022 domain incremental cardiac image segmentation with style oriented replay and domain sensitive feature whitening kang li lequan yu pheng ann heng ieee transactions on medical imaging tmi 2022 nestedformer nested modality aware transformer for brain tumor segmentation zhaohu xing lequan yu liang wan tong han lei zhu medical image computing and computer assisted intervention miccai 2022 code joint prediction of meningioma grade and brain invasion via task aware contrastive learning tianling liu wennan liu lequan yu liang wan tong han lei zhu medical image computing and computer assisted intervention miccai 2022 spatial hierarchical graph neural network with dynamic structure learning for histological image classification wentai hou helong huang qiong peng rongshan yu lequan yu liansheng wang medical image computing and computer assisted intervention miccai 2022 reinforcement learning driven intra modal and inter modal representation learning for 3d medical image classification zhonghang zhu liansheng wang baptiste magnier lei zhu defu zhang lequan yu medical image computing and computer assisted intervention miccai 2022 cd sup2 pfed cyclic distillation guided channel decoupling for model personalization in federated learning yiqing shen yuyin zhou lequan yu ieee conference on computer vision and pattern recognition cvpr 2022 h sup2 mil exploring hierarchical representation with heterogeneous multiple instance learning for whole slide image analysis wentai hou lequan yu chengxuan lin helong huang rongshan yu jing qin liansheng wang aaai conference on artificial intelligence aaai 2022 lymph node metastasis prediction from whole slide images with transformer guided multi instance learning and knowledge transfer zhihua wang lequan yu xin ding xuehong liao liansheng wang ieee transactions on medical imaging tmi 2022 novel view x ray projection synthesis through geometry integrated deep learning liyue shen lequan yu wei zhao john pauly lei xing medical image analysis media 2022 towards reliable cardiac image segmentation assessing image level and pixel level segmentation quality via self reflective references kang li lequan yu pheng ann heng medical image analysis media 2022 robust medical image classification from noisy labeled data with global and local representation guided co training cheng xue lequan yu pengfei chen qi dou pheng ann heng ieee transactions on medical imaging tmi 2022 2021 metal artifact reduction in 2d ct images with self supervised cross domain learning lequan yu zhicheng zhang xiaomeng li hongyi ren wei zhao lei xing physics in medicine biology pmb 2021 transct dual path transformer for low dose computed tomography zhicheng zhang lequan yu xiaokun liang wei zhao lei xing medical image computing and computer assisted intervention miccai 2021 code selective learning from external data for ct image segmentation youyi song lequan yu baiying lei kup sze choi jing qin medical image computing and computer assisted intervention miccai 2021 student travel award code deep neural network with consistency regularization of multi output channels for improved tumor detection and delineation hyunseok seo lequan yu hongyi ren xiaomeng li liyue shen lei xing ieee transactions on medical imaging tmi 2021 rotation oriented collaborative self supervised learning for retinal disease diagnosis xiaomeng li xiaowei hu xiaojuan qi lequan yu 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