Cascaded Volumetric Convolutional Network for Kidney Tumor Segmentation from CT volumes. - Yao Zhang 010; Yixin Wang 003; Feng Hou; Jiawei Yang 002; Guangwei Xiong; Jiang Tian; Cheng Zhong (CoRR, 2019)

The state of the art in kidney and kidney tumor segmentation in contrast-enhanced CT imaging: Results of the KiTS19 Challenge. - Nicholas Heller; Fabian Isensee; Klaus H. Maier-Hein; Xiaoshuai Hou; Chunmei Xie; Fengyi Li; Yang Nan 002; Guangrui Mu; Zhiyong Lin; Miofei Han; Guang Yao; Yaozong Gao; et al. (CoRR, 2019)

Atlas-aware ConvNet for Accurate yet Robust Anatomical Segmentation. - Yuan Liang 001; Weinan Song; Jiawei Yang 002; Liang Qiu 001; Kun Wang 005; Lei He 001 (ACML, 2020)

X2Teeth: 3D Teeth Reconstruction from a Single Panoramic Radiograph. - Yuan Liang 001; Weinan Song; Jiawei Yang 002; Liang Qiu 001; Kun Wang 005; Lei He 001 (MICCAI (2), 2020)

Semi-supervised Cardiac Image Segmentation via Label Propagation and Style Transfer. - Yao Zhang 010; Jiawei Yang 002; Feng Hou; Yang Liu 250; Yixin Wang 003; Jiang Tian; Cheng Zhong; Yang Zhang 002; Zhiqiang He 002 (M&Ms and EMIDEC/STACOM@MICCAI, 2020)

Oral-3D: Reconstructing the 3D Structure of Oral Cavity from Panoramic X-ray. - Weinan Song; Yuan Liang 001; Jiawei Yang 002; Kun Wang 005; Lei He 001 (AAAI, 2021)

T-Net: Learning Feature Representation With Task-Specific Supervision For Biomedical Image Analysis. - Weinan Song; Yuan Liang 001; Jiawei Yang 002; Kun Wang 005; Lei He 001 (ISBI, 2021)

Exploring Instance-Level Uncertainty for Medical Detection. - Jiawei Yang 002; Yuan Liang 001; Yao Zhang 010; Weinan Song; Kun Wang 005; Lei He 001 (ISBI, 2021)

OralViewer: 3D Demonstration of Dental Surgeries for Patient Education with Oral Cavity Reconstruction from a 2D Panoramic X-ray. - Yuan Liang 001; Liang Qiu 001; Tiancheng Lu; Zhujun Fang; Dezhan Tu; Jiawei Yang 002; Yiting Shao; Kun Wang 005; Xiang 'Anthony' Chen; Lei He 001 (IUI, 2021)

TumorCP: A Simple but Effective Object-Level Data Augmentation for Tumor Segmentation. - Jiawei Yang 002; Yao Zhang 010; Yuan Liang 001; Yang Zhang 002; Lei He 001; Zhiqiang He 002 (MICCAI (1), 2021)

Modality-Aware Mutual Learning for Multi-modal Medical Image Segmentation. - Yao Zhang 010; Jiawei Yang 002; Jiang Tian; Zhongchao Shi; Cheng Zhong; Yang Zhang 002; Zhiqiang He 002 (MICCAI (1), 2021)

OralViewer: 3D Demonstration of Dental Surgeries for Patient Education with Oral Cavity Reconstruction from a 2D Panoramic X-ray. - Yuan Liang 001; Liang Qiu 001; Tiancheng Lu; Zhujun Fang; Dezhan Tu; Jiawei Yang 002; Tiandong Zhao; Yiting Shao; Kun Wang 005; Xiang 'Anthony' Chen; Lei He 001 (CoRR, 2021)

Atlas-aware ConvNetfor Accurate yet Robust Anatomical Segmentation. - Yuan Liang 001; Weinan Song; Jiawei Yang 002; Liang Qiu 001; Kun Wang 005; Lei He 001 (CoRR, 2021)

The state of the art in kidney and kidney tumor segmentation in contrast-enhanced CT imaging: Results of the KiTS19 challenge. - Nicholas Heller; Fabian Isensee; Klaus H. Maier-Hein; Xiaoshuai Hou; Chunmei Xie; Fengyi Li; Yang Nan 002; Guangrui Mu; Zhiyong Lin; Miofei Han; Guang Yao; Yaozong Gao; et al. (Medical Image Anal., 2021)

ConCL: Concept Contrastive Learning for Dense Prediction Pre-training in Pathology Images. - Jiawei Yang 002; Hanbo Chen; Yuan Liang 001; Junzhou Huang; Lei He 001; Jianhua Yao 001 (ECCV (21), 2022)

Towards Better Understanding and Better Generalization of Low-shot Classification in Histology Images with Contrastive Learning. - Jiawei Yang 002; Hanbo Chen; Jiangpeng Yan; Xiaoyu Chen; Jianhua Yao 001 (ICLR, 2022)

ReMix: A General and Efficient Framework for Multiple Instance Learning Based Whole Slide Image Classification. - Jiawei Yang 002; Hanbo Chen; Yu Zhao 009; Fan Yang 081; Yao Zhang 010; Lei He 001; Jianhua Yao 001 (MICCAI (2), 2022)

mmFormer: Multimodal Medical Transformer for Incomplete Multimodal Learning of Brain Tumor Segmentation. - Yao Zhang 010; Nanjun He; Jiawei Yang 002; Yuexiang Li; Dong Wei 004; Yawen Huang; Yang Zhang 002; Zhiqiang He 002; Yefeng Zheng 001 (MICCAI (5), 2022)

TreeMoCo: Contrastive Neuron Morphology Representation Learning. - Hanbo Chen; Jiawei Yang 002; Daniel Maxim Iascone; Lijuan Liu; Lei He 001; Hanchuan Peng; Jianhua Yao 001 (NeurIPS, 2022)

Towards better understanding and better generalization of few-shot classification in histology images with contrastive learning. - Jiawei Yang 002; Hanbo Chen; Jiangpeng Yan; Xiaoyu Chen; Jianhua Yao 001 (CoRR, 2022)

Decoupled Pyramid Correlation Network for Liver Tumor Segmentation from CT images. - Yao Zhang 010; Jiawei Yang 002; Yang Liu 250; Jiang Tian; Siyun Wang; Cheng Zhong; Zhongchao Shi; Yang Zhang 002; Zhiqiang He 002 (CoRR, 2022)

FreeNeRF: Improving Few-Shot Neural Rendering with Free Frequency Regularization. - Jiawei Yang 002; Marco Pavone 001; Yue Wang 041 (CVPR, 2023)

Human-Machine Interactive Tissue Prototype Learning for Label-Efficient Histopathology Image Segmentation. - Wentao Pan 001; Jiangpeng Yan; Hanbo Chen; Jiawei Yang 002; Zhe Xu 012; Xiu Li 001; Jianhua Yao 001 (IPMI, 2023)

Oral-NeXF: 3D Oral Reconstruction with Neural X-ray Field from Panoramic Imaging. - Weinan Song; Haoxin Zheng; Jiawei Yang 002; Chengwen Liang; Lei He 001 (CoRR, 2023)

Rethinking Directional Integration in Neural Radiance Fields. - Congyue Deng; Jiawei Yang 002; Leonidas J. Guibas; Yue Wang 041 (CoRR, 2023)

Denoising Vision Transformers. - Jiawei Yang 002; Katie Z. Luo; Jiefeng Li; Congyue Deng; Leonidas J. Guibas; Dilip Krishnan; Kilian Q. Weinberger; Yonglong Tian; Yue Wang 041 (ECCV (85), 2024)

EmerNeRF: Emergent Spatial-Temporal Scene Decomposition via Self-Supervision. - Jiawei Yang 002; Boris Ivanovic; Or Litany; Xinshuo Weng; Seung Wook Kim 001; Boyi Li; Tong Che; Danfei Xu; Sanja Fidler; Marco Pavone 001; Yue Wang 041 (ICLR, 2024)

Parallelized Spatiotemporal Slot Binding for Videos. - Gautam Singh; Yue Wang 041; Jiawei Yang 002; Boris Ivanovic; Sungjin Ahn; Marco Pavone 001; Tong Che (ICML, 2024)

DistillNeRF: Perceiving 3D Scenes from Single-Glance Images by Distilling Neural Fields and Foundation Model Features. - Letian Wang; Seung Wook Kim 001; Jiawei Yang 002; Cunjun Yu; Boris Ivanovic; Steven L. Waslander; Yue Wang 041; Sanja Fidler; Marco Pavone 001; Péter Karkus (NeurIPS, 2024)

Denoising Vision Transformers. - Jiawei Yang 002; Katie Z. Luo; Jiefeng Li; Kilian Q. Weinberger; Yonglong Tian; Yue Wang 041 (CoRR, 2024)

Parallelized Spatiotemporal Binding. - Gautam Singh; Yue Wang 041; Jiawei Yang 002; Boris Ivanovic; Sungjin Ahn; Marco Pavone 001; Tong Che (CoRR, 2024)

InfiniCube: Unbounded and Controllable Dynamic 3D Driving Scene Generation with World-Guided Video Models. - Yifan Lu; Xuanchi Ren; Jiawei Yang 002; Tianchang Shen; Zhangjie Wu; Jun Gao 004; Yue Wang 041; Siheng Chen; Mike Chen; Sanja Fidler; Jiahui Huang (CoRR, 2024)

STORM: Spatio-TempOral Reconstruction Model For Large-Scale Outdoor Scenes. - Jiawei Yang 002; Jiahui Huang; Boris Ivanovic; Yuxiao Chen 008; Yan Wang 051; Boyi Li; Yurong You; Apoorva Sharma; Maximilian Igl; Péter Karkus; Danfei Xu; Yue Wang 041; et al. (ICLR, 2025)

OmniRe: Omni Urban Scene Reconstruction. - Ziyu Chen; Jiawei Yang 002; Jiahui Huang; Riccardo de Lutio; Janick Martinez Esturo; Boris Ivanovic; Or Litany; Zan Gojcic; Sanja Fidler; Marco Pavone 001; Li Song; Yue Wang 041 (ICLR, 2025)