Data-Efficient Histopathology Image Analysis with Deformation Representation Learning. - Jilan Xu; Junlin Hou; Yuejie Zhang; Rui Feng 001; Chunyang Ruan; Tao Zhang 022; Weiguo Fan (BIBM, 2020)

CMC-COV19D: Contrastive Mixup Classification for COVID-19 Diagnosis. - Junlin Hou; Jilan Xu; Rui Feng 001; Yuejie Zhang; Fei Shan; Weiya Shi (ICCVW, 2021)

Periphery-aware COVID-19 diagnosis with contrastive representation enhancement. - Junlin Hou; Jilan Xu; Longquan Jiang 003; Shanshan Du; Rui Feng 001; Yuejie Zhang; Fei Shan; Xiangyang Xue 001 (Pattern Recognit., 2021)

Single-Modality Endoscopic Polyp Segmentation via Random Color Reversal Synthesis and Two-Branched Learning. - Mingzhu Chen; Xiaotong Li; Jilan Xu; Runtian Yuan; Yuejie Zhang; Rui Feng 001; Tao Zhang 022; Shang Gao 003 (BIBM, 2022)

Cross-Field Transformer for Diabetic Retinopathy Grading on Two-field Fundus Images. - Junlin Hou; Jilan Xu; Fan Xiao; Rui-Wei Zhao; Yuejie Zhang; Haidong Zou; Lina Lu; Wenwen Xue; Rui Feng 001 (BIBM, 2022)

MedSeq: Semantic Segmentation for Medical Image Sequences. - Runtian Yuan; Jilan Xu; Xiaotong Li; Yuejie Zhang; Rui Feng 001; Xiaobo Zhang; Tao Zhang 022; Shang Gao 003 (BIBM, 2022)

CREAM: Weakly Supervised Object Localization via Class RE-Activation Mapping. - Jilan Xu; Junlin Hou; Yuejie Zhang; Rui Feng 001; Rui-Wei Zhao; Tao Zhang 022; Xuequan Lu; Shang Gao 003 (CVPR, 2022)

CMC_v2: Towards More Accurate COVID-19 Detection with Discriminative Video Priors. - Junlin Hou; Jilan Xu; Nan Zhang; Yi Wang 074; Yuejie Zhang; Xiaobo Zhang; Rui Feng 001 (ECCV Workshops (7), 2022)

Boosting COVID-19 Severity Detection with Infection-Aware Contrastive Mixup Classification. - Junlin Hou; Jilan Xu; Nan Zhang; Yuejie Zhang; Xiaobo Zhang; Rui Feng 001 (ECCV Workshops (7), 2022)

TCCNet: Temporally Consistent Context-Free Network for Semi-supervised Video Polyp Segmentation. - Xiaotong Li; Jilan Xu; Yuejie Zhang; Rui Feng 001; Rui-Wei Zhao; Tao Zhang 022; Xuequan Lu; Shang Gao 003 (IJCAI, 2022)

Deep-OCTA: Ensemble Deep Learning Approaches for Diabetic Retinopathy Analysis on OCTA Images. - Junlin Hou; Fan Xiao; Jilan Xu; Yuejie Zhang; Haidong Zou; Rui Feng 001 (MIDOG/DRAC@MICCAI, 2022)

FDVTS's Solution for 2nd COV19D Competition on COVID-19 Detection and Severity Analysis. - Junlin Hou; Jilan Xu; Rui Feng 001; Yuejie Zhang (CoRR, 2022)

CMC v2: Towards More Accurate COVID-19 Detection with Discriminative Video Priors. - Junlin Hou; Jilan Xu; Nan Zhang; Yi Wang 074; Yuejie Zhang; Xiaobo Zhang; Rui Feng 001 (CoRR, 2022)

InternVideo: General Video Foundation Models via Generative and Discriminative Learning. - Yi Wang 074; Kunchang Li 002; Yizhuo Li 001; Yinan He; Bingkun Huang; Zhiyu Zhao; Hongjie Zhang 002; Jilan Xu; Yi Liu 081; Zun Wang; Sen Xing; Guo Chen 006; et al. (CoRR, 2022)

Enhanced Knowledge Injection for Radiology Report Generation. - Qingqiu Li; Jilan Xu; Runtian Yuan; Mohan Chen 001; Yuejie Zhang; Rui Feng 001; Xiaobo Zhang; Shang Gao 003 (BIBM, 2023)

Semi-MedSeq: Semi-supervised Semantic Segmentation for Medical Image Sequences. - Runtian Yuan; Jilan Xu; Qingqiu Li; Yuejie Zhang; Rui Feng 001; Xiaobo Zhang; Tao Zhang 022; Shang Gao 003 (BIBM, 2023)

Learning Open-Vocabulary Semantic Segmentation Models From Natural Language Supervision. - Jilan Xu; Junlin Hou; Yuejie Zhang; Rui Feng 001; Yi Wang 074; Yu Qiao 001; Weidi Xie (CVPR, 2023)

Diabetic Retinopathy Grading with Weakly-Supervised Lesion Priors. - Junlin Hou; Fan Xiao; Jilan Xu; Rui Feng 001; Yue Zhang 004; Haidong Zou; Lina Lu; Wenwen Xue (ICASSP, 2023)

SCSGNet: Spatial-Correlated and Shape-Guided Network for Breast Mass Segmentation. - Qingqiu Li; Jilan Xu; Runtian Yuan; Yuejie Zhang; Rui Feng 001 (ICASSP, 2023)

Towards Label-Efficient Deep Learning for Myopic Maculopathy Classification. - Junlin Hou; Jilan Xu; Fan Xiao; Bo Zhang; Yiqian Xu; Yuejie Zhang; Haidong Zou; Rui Feng 001 (MMAC@MICCAI, 2023)

Ensemble Deep Learning Approaches for Myopic Maculopathy Plus Lesions Segmentation. - Fan Xiao; Junlin Hou; Jilan Xu; Yiqian Xu; Bo Zhang; Yuejie Zhang; Haidong Zou; Rui Feng 001 (MMAC@MICCAI, 2023)

Mask Hierarchical Features For Self-Supervised Learning. - Fenggang Liu; Yangguang Li 001; Feng Liang; Jilan Xu; Bin Huang; Jing Shao (CoRR, 2023)

VideoLLM: Modeling Video Sequence with Large Language Models. - Guo Chen 006; Yin-Dong Zheng; Jiahao Wang; Jilan Xu; Yifei Huang 002; Junting Pan; Yi Wang 074; Yali Wang 001; Yu Qiao 001; Tong Lu; Limin Wang 002 (CoRR, 2023)

MVBench: A Comprehensive Multi-modal Video Understanding Benchmark. - Kunchang Li 002; Yali Wang 001; Yinan He; Yizhuo Li 001; Yi Wang 074; Yi Liu 081; Zun Wang; Jilan Xu; Guo Chen 006; Ping Luo 002; Limin Wang 002; Yu Qiao 001 (CoRR, 2023)

MDU-Net: multi-scale densely connected U-Net for biomedical image segmentation. - Jiawei Zhang; Yanchun Zhang; Yuzhen Jin; Jilan Xu; Xiaowei Xu 004 (Health Inf. Sci. Syst., 2023)

MVBench: A Comprehensive Multi-modal Video Understanding Benchmark. - Kunchang Li 002; Yali Wang 001; Yinan He; Yizhuo Li 001; Yi Wang 074; Yi Liu 081; Zun Wang; Jilan Xu; Guo Chen 006; Ping Lou; Limin Wang 002; Yu Qiao 001 (CVPR, 2024)

EgoExoLearn: A Dataset for Bridging Asynchronous Ego- and Exo-centric View of Procedural Activities in Real World. - Yifei Huang 002; Guo Chen 006; Jilan Xu; Mingfang Zhang 002; Lijin Yang; Baoqi Pei; Hongjie Zhang 002; Lu Dong; Yali Wang 001; Limin Wang 002; Yu Qiao 001 (CVPR, 2024)

Advancing COVID-19 Detection in 3D CT Scans. - Qingqiu Li; Runtian Yuan; Junlin Hou; Jilan Xu; Yuejie Zhang; Rui Feng 001; Hao Chen 011 (CVPR Workshops, 2024)

Retrieval-Augmented Egocentric Video Captioning. - Jilan Xu; Yifei Huang 002; Junlin Hou; Guo Chen 006; Yuejie Zhang; Rui Feng 001; Weidi Xie (CVPR, 2024)

Domain Adaptation Using Pseudo Labels for COVID-19 Detection. - Runtian Yuan; Qingqiu Li; Junlin Hou; Jilan Xu; Yuejie Zhang; Rui Feng 001; Hao Chen 011 (CVPR Workshops, 2024)

InternVideo2: Scaling Foundation Models for Multimodal Video Understanding. - Yi Wang 074; Kunchang Li 002; Xinhao Li 004; Jiashuo Yu; Yinan He; Guo Chen 006; Baoqi Pei; Rongkun Zheng; Zun Wang; Yansong Shi; Tianxiang Jiang; Songze Li; et al. (ECCV (85), 2024)

Concept-Attention Whitening for Interpretable Skin Lesion Diagnosis. - Junlin Hou; Jilan Xu; Hao Chen (MICCAI (10), 2024)

Anatomical Structure-Guided Medical Vision-Language Pre-training. - Qingqiu Li; Xiaohan Yan; Jilan Xu; Runtian Yuan; Yuejie Zhang; Rui Feng 001; Quanli Shen; Xiaobo Zhang; Shujun Wang (MICCAI (11), 2024)

Does Video-Text Pretraining Help Open-Vocabulary Online Action Detection? - Qingsong Zhao; Yi Wang 074; Jilan Xu; Yinan He; Zifan Song; Limin Wang 002; Yu Qiao 001; Cairong Zhao (NeurIPS, 2024)

Video Mamba Suite: State Space Model as a Versatile Alternative for Video Understanding. - Guo Chen 006; Yifei Huang 002; Jilan Xu; Baoqi Pei; Zhe Chen 017; Zhiqi Li; Jiahao Wang; Kunchang Li 002; Tong Lu; Limin Wang 002 (CoRR, 2024)

InternVideo2: Scaling Video Foundation Models for Multimodal Video Understanding. - Yi Wang 074; Kunchang Li 002; Xinhao Li 004; Jiashuo Yu; Yinan He; Guo Chen 006; Baoqi Pei; Rongkun Zheng; Jilan Xu; Zun Wang; Yansong Shi; Tianxiang Jiang; et al. (CoRR, 2024)

EgoVideo: Exploring Egocentric Foundation Model and Downstream Adaptation. - Baoqi Pei; Guo Chen 006; Jilan Xu; Yuping He; Yicheng Liu; Kanghua Pan; Yifei Huang 002; Yali Wang 001; Tong Lu; Limin Wang 002; Yu Qiao 001 (CoRR, 2024)

Vinci: A Real-time Embodied Smart Assistant based on Egocentric Vision-Language Model. - Yifei Huang 002; Jilan Xu; Baoqi Pei; Yuping He; Guo Chen 006; Lijin Yang; Xinyuan Chen; Yaohui Wang 001; Zheng Nie; Jinyao Liu; Guoshun Fan; Dechen Lin; et al. (CoRR, 2024)

Minimizing Disparities between Real and Pseudo Queries for Unsupervised Visual Grounding. - Hui Jiang; Changkai Ji; Jilan Xu; Yanhao Zhu; Yuejie Zhang; Rui Feng 001; Tao Zhang 022; Shang Gao 003 (ICASSP, 2025)

CG-Bench: Clue-grounded Question Answering Benchmark for Long Video Understanding. - Guo Chen 006; Yicheng Liu; Yifei Huang 002; Baoqi Pei; Jilan Xu; Yuping He; Tong Lu; Yali Wang 001; Limin Wang 002 (ICLR, 2025)

Modeling Fine-Grained Hand-Object Dynamics for Egocentric Video Representation Learning. - Baoqi Pei; Yifei Huang 002; Jilan Xu; Guo Chen 006; Yuping He; Lijin Yang; Yali Wang 001; Weidi Xie; Yu Qiao 001; Fei Wu 001; Limin Wang 002 (ICLR, 2025)

EgoExo-Gen: Ego-centric Video Prediction by Watching Exo-centric Videos. - Jilan Xu; Yifei Huang 002; Baoqi Pei; Junlin Hou; Qingqiu Li; Guo Chen 006; Yuejie Zhang; Rui Feng 001; Weidi Xie (ICLR, 2025)

Text-promptable Propagation for Referring Medical Image Sequence Segmentation. - Runtian Yuan; Jilan Xu; Mohan Chen 001; Qingqiu Li; Yuejie Zhang; Rui Feng 001; Tao Zhang 022; Shang Gao 003 (CoRR, 2025)

An Egocentric Vision-Language Model based Portable Real-time Smart Assistant. - Yifei Huang 002; Jilan Xu; Baoqi Pei; Yuping He; Guo Chen 006; Mingfang Zhang 002; Lijin Yang; Zheng Nie; Jinyao Liu; Guoshun Fan; Dechen Lin; Fang Fang; et al. (CoRR, 2025)

Learning Streaming Video Representation via Multitask Training. - Yibin Yan; Jilan Xu; Shangzhe Di; Yikun Liu; Yudi Shi; Qirui Chen; Zeqian Li; Yifei Huang 002; Weidi Xie (CoRR, 2025)

AOR: Anatomical Ontology-Guided Reasoning for Medical Large Multimodal Model in Chest X-Ray Interpretation. - Qingqiu Li; Zihang Cui; Seongsu Bae; Jilan Xu; Runtian Yuan; Yuejie Zhang; Rui Feng 001; Quanli Shen; Xiaobo Zhang; Junjun He; Shujun Wang (CoRR, 2025)

Bridging Perspectives: A Survey on Cross-view Collaborative Intelligence with Egocentric-Exocentric Vision. - Yuping He; Yifei Huang 002; Guo Chen 006; Lidong Lu; Baoqi Pei; Jilan Xu; Tong Lu; Yoichi Sato 001 (CoRR, 2025)

Multi-Source COVID-19 Detection via Variance Risk Extrapolation. - Runtian Yuan; Qingqiu Li; Junlin Hou; Jilan Xu; Yuejie Zhang; Rui Feng 001; Hao Chen 011 (CoRR, 2025)

Advancing Lung Disease Diagnosis in 3D CT Scans. - Qingqiu Li; Runtian Yuan; Junlin Hou; Jilan Xu; Yuejie Zhang; Rui Feng 001; Hao Chen 011 (CoRR, 2025)

EgoExoBench: A Benchmark for First- and Third-person View Video Understanding in MLLMs. - Yuping He; Yifei Huang 002; Guo Chen 006; Baoqi Pei; Jilan Xu; Tong Lu; Jiangmiao Pang (CoRR, 2025)

QMix: Quality-Aware Learning With Mixed Noise for Robust Retinal Disease Diagnosis. - Junlin Hou; Jilan Xu; Rui Feng 001; Hao Chen 011 (IEEE Trans. Medical Imaging, 2025)

Vinci: A Real-time Smart Assistant Based on Egocentric Vision-language Model for Portable Devices. - Yifei Huang 002; Jilan Xu; Baoqi Pei; Lijin Yang; Mingfang Zhang 002; Yuping He; Guo Chen 006; Xinyuan Chen; Yaohui Wang 001; Zheng Nie; Jinyao Liu; Dechen Lin; et al. (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2025)