Jilan Xu

According to our database, Jilan Xu authored at least 52 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Vinci: A Real-time Smart Assistant Based on Egocentric Vision-language Model for Portable Devices.

Yifei Huang, Jilan Xu, Baoqi Pei, Lijin Yang, Mingfang Zhang, Yuping He, Guo Chen, Xinyuan Chen, Yaohui Wang, Zheng Nie, Jinyao Liu, Dechen Lin, Fang Fang, Kunpeng Li, Chang Yuan, Yu Qiao, Yali Wang, Limin Wang

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., September, 2025

QMix: Quality-Aware Learning With Mixed Noise for Robust Retinal Disease Diagnosis.

Junlin Hou, Jilan Xu, Rui Feng, Hao Chen

IEEE Trans. Medical Imaging, August, 2025

EgoExoBench: A Benchmark for First- and Third-person View Video Understanding in MLLMs.

Yuping He, Yifei Huang, Guo Chen, Baoqi Pei, Jilan Xu, Tong Lu, Jiangmiao Pang

CoRR, July, 2025

Advancing Lung Disease Diagnosis in 3D CT Scans.

Qingqiu Li, Runtian Yuan, Junlin Hou, Jilan Xu, Yuejie Zhang, Rui Feng, Hao Chen

CoRR, July, 2025

Multi-Source COVID-19 Detection via Variance Risk Extrapolation.

Runtian Yuan, Qingqiu Li, Junlin Hou, Jilan Xu, Yuejie Zhang, Rui Feng, Hao Chen

CoRR, June, 2025

Bridging Perspectives: A Survey on Cross-view Collaborative Intelligence with Egocentric-Exocentric Vision.

Yuping He, Yifei Huang, Guo Chen, Lidong Lu, Baoqi Pei, Jilan Xu, Tong Lu, Yoichi Sato

CoRR, June, 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, Quanli Shen, Xiaobo Zhang, Junjun He, Shujun Wang

CoRR, May, 2025

Learning Streaming Video Representation via Multitask Training.

Yibin Yan, Jilan Xu, Shangzhe Di, Yikun Liu, Yudi Shi, Qirui Chen, Zeqian Li, Yifei Huang, Weidi Xie

CoRR, April, 2025

An Egocentric Vision-Language Model based Portable Real-time Smart Assistant.

Yifei Huang, Jilan Xu, Baoqi Pei, Yuping He, Guo Chen, Mingfang Zhang, Lijin Yang, Zheng Nie, Jinyao Liu, Guoshun Fan, Dechen Lin, Fang Fang, Kunpeng Li, Chang Yuan, Xinyuan Chen, Yaohui Wang, Yali Wang, Yu Qiao, Limin Wang

CoRR, March, 2025

Text-promptable Propagation for Referring Medical Image Sequence Segmentation.

Runtian Yuan, Jilan Xu, Mohan Chen, Qingqiu Li, Yuejie Zhang, Rui Feng, Tao Zhang, Shang Gao

CoRR, February, 2025

EgoExo-Gen: Ego-centric Video Prediction by Watching Exo-centric Videos.

Jilan Xu, Yifei Huang, Baoqi Pei, Junlin Hou, Qingqiu Li, Guo Chen, Yuejie Zhang, Rui Feng, Weidi Xie

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Modeling Fine-Grained Hand-Object Dynamics for Egocentric Video Representation Learning.

Baoqi Pei, Yifei Huang, Jilan Xu, Guo Chen, Yuping He, Lijin Yang, Yali Wang, Weidi Xie, Yu Qiao, Fei Wu, Limin Wang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

CG-Bench: Clue-grounded Question Answering Benchmark for Long Video Understanding.

Guo Chen, Yicheng Liu, Yifei Huang, Baoqi Pei, Jilan Xu, Yuping He, Tong Lu, Yali Wang, Limin Wang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Minimizing Disparities between Real and Pseudo Queries for Unsupervised Visual Grounding.

Hui Jiang, Changkai Ji, Jilan Xu, Yanhao Zhu, Yuejie Zhang, Rui Feng, Tao Zhang, Shang Gao

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

Vinci: A Real-time Embodied Smart Assistant based on Egocentric Vision-Language Model.

Yifei Huang, Jilan Xu, Baoqi Pei, Yuping He, Guo Chen, Lijin Yang, Xinyuan Chen, Yaohui Wang, Zheng Nie, Jinyao Liu, Guoshun Fan, Dechen Lin, Fang Fang, Kunpeng Li, Chang Yuan, Yali Wang, Yu Qiao, Limin Wang

CoRR, 2024

EgoVideo: Exploring Egocentric Foundation Model and Downstream Adaptation.

Baoqi Pei, Guo Chen, Jilan Xu, Yuping He, Yicheng Liu, Kanghua Pan, Yifei Huang, Yali Wang, Tong Lu, Limin Wang, Yu Qiao

CoRR, 2024

InternVideo2: Scaling Video Foundation Models for Multimodal Video Understanding.

Yi Wang, Kunchang Li, Xinhao Li, Jiashuo Yu, Yinan He, Guo Chen, Baoqi Pei, Rongkun Zheng, Jilan Xu, Zun Wang, Yansong Shi, Tianxiang Jiang, Songze Li, Hongjie Zhang, Yifei Huang, Yu Qiao, Yali Wang, Limin Wang

CoRR, 2024

Video Mamba Suite: State Space Model as a Versatile Alternative for Video Understanding.

Guo Chen, Yifei Huang, Jilan Xu, Baoqi Pei, Zhe Chen, Zhiqi Li, Jiahao Wang, Kunchang Li, Tong Lu, Limin Wang

CoRR, 2024

Does Video-Text Pretraining Help Open-Vocabulary Online Action Detection?

Qingsong Zhao, Yi Wang, Jilan Xu, Yinan He, Zifan Song, Limin Wang, Yu Qiao, Cairong Zhao

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Anatomical Structure-Guided Medical Vision-Language Pre-training.

Qingqiu Li, Xiaohan Yan, Jilan Xu, Runtian Yuan, Yuejie Zhang, Rui Feng, Quanli Shen, Xiaobo Zhang, Shujun Wang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Concept-Attention Whitening for Interpretable Skin Lesion Diagnosis.

Junlin Hou, Jilan Xu, Hao Chen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

InternVideo2: Scaling Foundation Models for Multimodal Video Understanding.

Yi Wang, Kunchang Li, Xinhao Li, Jiashuo Yu, Yinan He, Guo Chen, Baoqi Pei, Rongkun Zheng, Zun Wang, Yansong Shi, Tianxiang Jiang, Songze Li, Jilan Xu, Hongjie Zhang, Yifei Huang, Yu Qiao, Yali Wang, Limin Wang

Proceedings of the Computer Vision - ECCV 2024, 2024

Domain Adaptation Using Pseudo Labels for COVID-19 Detection.

Runtian Yuan, Qingqiu Li, Junlin Hou, Jilan Xu, Yuejie Zhang, Rui Feng, Hao Chen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Retrieval-Augmented Egocentric Video Captioning.

Jilan Xu, Yifei Huang, Junlin Hou, Guo Chen, Yuejie Zhang, Rui Feng, Weidi Xie

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Advancing COVID-19 Detection in 3D CT Scans.

Qingqiu Li, Runtian Yuan, Junlin Hou, Jilan Xu, Yuejie Zhang, Rui Feng, Hao Chen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

EgoExoLearn: A Dataset for Bridging Asynchronous Ego- and Exo-centric View of Procedural Activities in Real World.

Yifei Huang, Guo Chen, Jilan Xu, Mingfang Zhang, Lijin Yang, Baoqi Pei, Hongjie Zhang, Lu Dong, Yali Wang, Limin Wang, Yu Qiao

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

MVBench: A Comprehensive Multi-modal Video Understanding Benchmark.

Kunchang Li, Yali Wang, Yinan He, Yizhuo Li, Yi Wang, Yi Liu, Zun Wang, Jilan Xu, Guo Chen, Ping Lou, Limin Wang, Yu Qiao

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

MDU-Net: multi-scale densely connected U-Net for biomedical image segmentation.

Jiawei Zhang, Yanchun Zhang, Yuzhen Jin, Jilan Xu, Xiaowei Xu

Health Inf. Sci. Syst., December, 2023

MVBench: A Comprehensive Multi-modal Video Understanding Benchmark.

Kunchang Li, Yali Wang, Yinan He, Yizhuo Li, Yi Wang, Yi Liu, Zun Wang, Jilan Xu, Guo Chen, Ping Luo, Limin Wang, Yu Qiao

CoRR, 2023

VideoLLM: Modeling Video Sequence with Large Language Models.

Guo Chen, Yin-Dong Zheng, Jiahao Wang, Jilan Xu, Yifei Huang, Junting Pan, Yi Wang, Yali Wang, Yu Qiao, Tong Lu, Limin Wang

CoRR, 2023

Mask Hierarchical Features For Self-Supervised Learning.

Fenggang Liu, Yangguang Li, Feng Liang, Jilan Xu, Bin Huang, Jing Shao

CoRR, 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

Proceedings of the Myopic Maculopathy Analysis, 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

Proceedings of the Myopic Maculopathy Analysis, 2023

SCSGNet: Spatial-Correlated and Shape-Guided Network for Breast Mass Segmentation.

Qingqiu Li, Jilan Xu, Runtian Yuan, Yuejie Zhang, Rui Feng

Proceedings of the IEEE International Conference on Acoustics, 2023

Diabetic Retinopathy Grading with Weakly-Supervised Lesion Priors.

Junlin Hou, Fan Xiao, Jilan Xu, Rui Feng, Yue Zhang, Haidong Zou, Lina Lu, Wenwen Xue

Proceedings of the IEEE International Conference on Acoustics, 2023

Learning Open-Vocabulary Semantic Segmentation Models From Natural Language Supervision.

Jilan Xu, Junlin Hou, Yuejie Zhang, Rui Feng, Yi Wang, Yu Qiao, Weidi Xie

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Semi-MedSeq: Semi-supervised Semantic Segmentation for Medical Image Sequences.

Runtian Yuan, Jilan Xu, Qingqiu Li, Yuejie Zhang, Rui Feng, Xiaobo Zhang, Tao Zhang, Shang Gao

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Enhanced Knowledge Injection for Radiology Report Generation.

Qingqiu Li, Jilan Xu, Runtian Yuan, Mohan Chen, Yuejie Zhang, Rui Feng, Xiaobo Zhang, Shang Gao

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

InternVideo: General Video Foundation Models via Generative and Discriminative Learning.

Yi Wang, Kunchang Li, Yizhuo Li, Yinan He, Bingkun Huang, Zhiyu Zhao, Hongjie Zhang, Jilan Xu, Yi Liu, Zun Wang, Sen Xing, Guo Chen, Junting Pan, Jiashuo Yu, Yali Wang, Limin Wang, Yu Qiao

CoRR, 2022

CMC v2: Towards More Accurate COVID-19 Detection with Discriminative Video Priors.

Junlin Hou, Jilan Xu, Nan Zhang, Yi Wang, Yuejie Zhang, Xiaobo Zhang, Rui Feng

CoRR, 2022

FDVTS's Solution for 2nd COV19D Competition on COVID-19 Detection and Severity Analysis.

Junlin Hou, Jilan Xu, Rui Feng, Yuejie Zhang

CoRR, 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

Proceedings of the Mitosis Domain Generalization and Diabetic Retinopathy Analysis, 2022

TCCNet: Temporally Consistent Context-Free Network for Semi-supervised Video Polyp Segmentation.

Xiaotong Li, Jilan Xu, Yuejie Zhang, Rui Feng, Rui-Wei Zhao, Tao Zhang, Xuequan Lu, Shang Gao

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Boosting COVID-19 Severity Detection with Infection-Aware Contrastive Mixup Classification.

Junlin Hou, Jilan Xu, Nan Zhang, Yuejie Zhang, Xiaobo Zhang, Rui Feng

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

CMC_v2: Towards More Accurate COVID-19 Detection with Discriminative Video Priors.

Junlin Hou, Jilan Xu, Nan Zhang, Yi Wang, Yuejie Zhang, Xiaobo Zhang, Rui Feng

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

CREAM: Weakly Supervised Object Localization via Class RE-Activation Mapping.

Jilan Xu, Junlin Hou, Yuejie Zhang, Rui Feng, Rui-Wei Zhao, Tao Zhang, Xuequan Lu, Shang Gao

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

MedSeq: Semantic Segmentation for Medical Image Sequences.

Runtian Yuan, Jilan Xu, Xiaotong Li, Yuejie Zhang, Rui Feng, Xiaobo Zhang, Tao Zhang, Shang Gao

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 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

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

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, Tao Zhang, Shang Gao

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021

Periphery-aware COVID-19 diagnosis with contrastive representation enhancement.

Junlin Hou, Jilan Xu, Longquan Jiang, Shanshan Du, Rui Feng, Yuejie Zhang, Fei Shan, Xiangyang Xue

Pattern Recognit., 2021

CMC-COV19D: Contrastive Mixup Classification for COVID-19 Diagnosis.

Junlin Hou, Jilan Xu, Rui Feng, Yuejie Zhang, Fei Shan, Weiya Shi

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

2020

Data-Efficient Histopathology Image Analysis with Deformation Representation Learning.

Jilan Xu, Junlin Hou, Yuejie Zhang, Rui Feng, Chunyang Ruan, Tao Zhang, Weiguo Fan

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020