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

Jilan Xu

Guo Chen 0006 Yifei Huang 0002 Jilan Xu Baoqi Pei Jiahao Wang Zhe Chen 0017 Zhiqi Li Tong Lu 0002 Limin Wang 0002 Video Mamba Suite: State Space Model as a Versatile Alternative for Video Understanding. 20 2026 January 134 Int. J. Comput. Vis. 1 https://doi.org/10.1007/s11263-025-02597-y db/journals/ijcv/ijcv134.html#ChenHXPWCLLW26 streams/journals/ijcv

Jilan Xu Carl Thomé Danijela Horak Weidi Xie Andrew Zisserman Scaling Audio-Text Retrieval with Multimodal Large Language Models. 2026 February abs/2602.18010 CoRR https://doi.org/10.48550/arXiv.2602.18010 db/journals/corr/corr2602.html#abs-2602-18010 streams/journals/corr

Baoqi Pei Yifei Huang 0002 Guo Chen 0006 Jilan Xu Yali Wang 0001 Limin Wang 0002 Tong Lu 0002 Yu Qiao 0001 Fei Wu 0001 Guiding Audio-Visual Question Answering with Collective Question Reasoning. 6912-6929 2025 October 133 Int. J. Comput. Vis. 10 https://doi.org/10.1007/s11263-025-02510-7 db/journals/ijcv/ijcv133.html#PeiHCXWWLQW25 streams/journals/ijcv

Yifei Huang 0002 Jilan Xu Baoqi Pei Lijin Yang Mingfang Zhang 0002 Yuping He Guo Chen 0006 Xinyuan Chen Yaohui Wang 0001 Zheng Nie Jinyao Liu Dechen Lin Fang Fang Kunpeng Li Chang Yuan Yu Qiao 0001 Yali Wang 0001 Limin Wang 0002 Vinci: A Real-time Smart Assistant Based on Egocentric Vision-language Model for Portable Devices. 88:1-88:33 2025 September 9 Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3 https://doi.org/10.1145/3749513 db/journals/imwut/imwut9.html#HuangXPYZHCCWNLLFLYQWW25 streams/journals/imwut

Junlin Hou Jilan Xu Rui Feng 0001 Hao Chen 0011 QMix: Quality-Aware Learning With Mixed Noise for Robust Retinal Disease Diagnosis. 3345-3355 2025 August 44 IEEE Trans. Medical Imaging 8 https://doi.org/10.1109/TMI.2025.3562614 db/journals/tmi/tmi44.html#HouXFC25 streams/journals/tmi

Hui Jiang Changkai Ji Jilan Xu Yanhao Zhu Yuejie Zhang Rui Feng 0001 Tao Zhang 0022 Shang Gao 0003 Minimizing Disparities between Real and Pseudo Queries for Unsupervised Visual Grounding. 1-5 2025 ICASSP https://doi.org/10.1109/ICASSP49660.2025.10889679 conf/icassp/2025 db/conf/icassp/icassp2025.html#JiangJXZZ00025 Runtian Yuan Qingqiu Li Junlin Hou Jilan Xu Yuejie Zhang Rui Feng 0001 Hao Chen 0011 Multi-Source Covid-19 Detection via Variance Risk Extrapolation. ICCVW 2025 7363-7370 conf/iccv/2025w https://doi.org/10.1109/ICCVW69036.2025.00758 db/conf/iccv/iccv2025w.html#YuanLHXZFC25 streams/conf/iccv Qingqiu Li Runtian Yuan Junlin Hou Jilan Xu Yuejie Zhang Rui Feng 0001 Hao Chen 0011 Advancing Lung Disease Diagnosis in 3D CT Scans. ICCVW 2025 7427-7432 conf/iccv/2025w https://doi.org/10.1109/ICCVW69036.2025.00766 db/conf/iccv/iccv2025w.html#LiYHXZFC25 streams/conf/iccv Guo Chen 0006 Yicheng Liu Yifei Huang 0002 Baoqi Pei Jilan Xu Yuping He Tong Lu 0002 Yali Wang 0001 Limin Wang 0002 CG-Bench: Clue-grounded Question Answering Benchmark for Long Video Understanding. 2025 ICLR https://openreview.net/forum?id=le4IoZZHy1 conf/iclr/2025 db/conf/iclr/iclr2025.html#0006L0PXHL0025 Baoqi Pei Yifei Huang 0002 Jilan Xu Guo Chen 0006 Yuping He Lijin Yang Yali Wang 0001 Weidi Xie Yu Qiao 0001 Fei Wu 0001 Limin Wang 0002 Modeling Fine-Grained Hand-Object Dynamics for Egocentric Video Representation Learning. 2025 ICLR https://openreview.net/forum?id=P6G1Z6jkf3 conf/iclr/2025 db/conf/iclr/iclr2025.html#Pei0X0HY0X00025 Jilan Xu Yifei Huang 0002 Baoqi Pei Junlin Hou Qingqiu Li Guo Chen 0006 Yuejie Zhang Rui Feng 0001 Weidi Xie EgoExo-Gen: Ego-centric Video Prediction by Watching Exo-centric Videos. 2025 ICLR https://openreview.net/forum?id=8J2DrrWDKE conf/iclr/2025 db/conf/iclr/iclr2025.html#Xu0PHL0Z0X25 Runtian Yuan Ling Zhou 0002 Jilan Xu Qingqiu Li Mohan Chen 0001 Yuejie Zhang Rui Feng 0001 Tao Zhang 0022 Shang Gao 0003 TGSAM-2: Text-Guided Medical Image Segmentation Using Segment Anything Model 2. 565-574 2025 MICCAI (10) https://doi.org/10.1007/978-3-032-05127-1_54 conf/miccai/2025-10 db/conf/miccai/miccai2025-10.html#YuanZXLCZFZG25 streams/conf/miccai Runtian Yuan Mohan Chen 0001 Jilan Xu Ling Zhou 0002 Qingqiu Li Yuejie Zhang Rui Feng 0001 Tao Zhang 0022 Shang Gao 0003 Text-Promptable Propagation for Referring Medical Image Sequence Segmentation. 362-371 2025 ACM Multimedia https://doi.org/10.1145/3746027.3755166 conf/mm/2025 db/conf/mm/mm2025.html#Yuan0XZLZ00025

Runtian Yuan Jilan Xu Mohan Chen 0001 Qingqiu Li Yuejie Zhang Rui Feng 0001 Tao Zhang 0022 Shang Gao 0003 Text-promptable Propagation for Referring Medical Image Sequence Segmentation. 2025 February abs/2502.11093 CoRR https://doi.org/10.48550/arXiv.2502.11093 db/journals/corr/corr2502.html#abs-2502-11093 streams/journals/corr

Baoqi Pei Yifei Huang 0002 Jilan Xu Guo Chen 0006 Yuping He Lijin Yang Yali Wang 0001 Weidi Xie Yu Qiao 0001 Fei Wu 0001 Limin Wang 0002 Modeling Fine-Grained Hand-Object Dynamics for Egocentric Video Representation Learning. 2025 March abs/2503.00986 CoRR https://doi.org/10.48550/arXiv.2503.00986 db/journals/corr/corr2503.html#abs-2503-00986 streams/journals/corr

Yifei Huang 0002 Jilan Xu Baoqi Pei Yuping He Guo Chen 0006 Mingfang Zhang 0002 Lijin Yang Zheng Nie Jinyao Liu Guoshun Fan Dechen Lin Fang Fang Kunpeng Li Chang Yuan Xinyuan Chen Yaohui Wang 0001 Yali Wang 0001 Yu Qiao 0001 Limin Wang 0002 An Egocentric Vision-Language Model based Portable Real-time Smart Assistant. 2025 March abs/2503.04250 CoRR https://doi.org/10.48550/arXiv.2503.04250 db/journals/corr/corr2503.html#abs-2503-04250 streams/journals/corr

Jilan Xu Yifei Huang 0002 Baoqi Pei Junlin Hou Qingqiu Li Guo Chen 0006 Yuejie Zhang Rui Feng 0001 Weidi Xie EgoExo-Gen: Ego-centric Video Prediction by Watching Exo-centric Videos. 2025 April abs/2504.11732 CoRR https://doi.org/10.48550/arXiv.2504.11732 db/journals/corr/corr2504.html#abs-2504-11732 streams/journals/corr

Yibin Yan Jilan Xu Shangzhe Di Yikun Liu Yudi Shi Qirui Chen Zeqian Li Yifei Huang 0002 Weidi Xie Learning Streaming Video Representation via Multitask Training. 2025 April abs/2504.20041 CoRR https://doi.org/10.48550/arXiv.2504.20041 db/journals/corr/corr2504.html#abs-2504-20041 streams/journals/corr

Qingqiu Li Zihang Cui Seongsu Bae Jilan Xu Runtian Yuan Yuejie Zhang Rui Feng 0001 Quanli Shen Xiaobo Zhang Junjun He Shujun Wang AOR: Anatomical Ontology-Guided Reasoning for Medical Large Multimodal Model in Chest X-Ray Interpretation. 2025 May abs/2505.02830 CoRR https://doi.org/10.48550/arXiv.2505.02830 db/journals/corr/corr2505.html#abs-2505-02830 streams/journals/corr

Yuping He Yifei Huang 0002 Guo Chen 0006 Lidong Lu Baoqi Pei Jilan Xu Tong Lu 0002 Yoichi Sato 0001 Bridging Perspectives: A Survey on Cross-view Collaborative Intelligence with Egocentric-Exocentric Vision. 2025 June abs/2506.06253 CoRR https://doi.org/10.48550/arXiv.2506.06253 db/journals/corr/corr2506.html#abs-2506-06253 streams/journals/corr

Runtian Yuan Qingqiu Li Junlin Hou Jilan Xu Yuejie Zhang Rui Feng 0001 Hao Chen 0011 Multi-Source COVID-19 Detection via Variance Risk Extrapolation. 2025 June abs/2506.23208 CoRR https://doi.org/10.48550/arXiv.2506.23208 db/journals/corr/corr2506.html#abs-2506-23208 streams/journals/corr

Qingqiu Li Runtian Yuan Junlin Hou Jilan Xu Yuejie Zhang Rui Feng 0001 Hao Chen 0011 Advancing Lung Disease Diagnosis in 3D CT Scans. 2025 July abs/2507.00993 CoRR https://doi.org/10.48550/arXiv.2507.00993 db/journals/corr/corr2507.html#abs-2507-00993 streams/journals/corr

Yuping He Yifei Huang 0002 Guo Chen 0006 Baoqi Pei Jilan Xu Tong Lu 0002 Jiangmiao Pang EgoExoBench: A Benchmark for First- and Third-person View Video Understanding in MLLMs. 2025 July abs/2507.18342 CoRR https://doi.org/10.48550/arXiv.2507.18342 db/journals/corr/corr2507.html#abs-2507-18342 streams/journals/corr

Baoqi Pei Yifei Huang 0002 Jilan Xu Yuping He Guo Chen 0006 Fei Wu 0001 Yu Qiao 0001 Jiangmiao Pang EgoThinker: Unveiling Egocentric Reasoning with Spatio-Temporal CoT. 2025 October abs/2510.23569 CoRR https://doi.org/10.48550/arXiv.2510.23569 db/journals/corr/corr2510.html#abs-2510-23569 streams/journals/corr

Runtian Yuan Qingqiu Li Junlin Hou Jilan Xu Yuejie Zhang Rui Feng 0001 Hao Chen 0011 Domain Adaptation Using Pseudo Labels for COVID-19 Detection. 5141-5148 2024 CVPR Workshops https://doi.org/10.1109/CVPRW63382.2024.00521 conf/cvpr/2024w db/conf/cvpr/cvprw2024.html#YuanLHXZFC22 Qingqiu Li Runtian Yuan Junlin Hou Jilan Xu Yuejie Zhang Rui Feng 0001 Hao Chen 0011 Advancing COVID-19 Detection in 3D CT Scans. 5149-5156 2024 CVPR Workshops https://doi.org/10.1109/CVPRW63382.2024.00522 conf/cvpr/2024w db/conf/cvpr/cvprw2024.html#LiYHXZFC22 Jilan Xu Yifei Huang 0002 Junlin Hou Guo Chen 0006 Yuejie Zhang Rui Feng 0001 Weidi Xie Retrieval-Augmented Egocentric Video Captioning. 13525-13536 2024 CVPR https://doi.org/10.1109/CVPR52733.2024.01284 conf/cvpr/2024 db/conf/cvpr/cvpr2024.html#XuHHCZFX24 Yifei Huang 0002 Guo Chen 0006 Jilan Xu Mingfang Zhang 0002 Lijin Yang Baoqi Pei Hongjie Zhang 0002 Lu Dong 0005 Yali Wang 0001 Limin Wang 0002 Yu Qiao 0001 EgoExoLearn: A Dataset for Bridging Asynchronous Ego- and Exo-centric View of Procedural Activities in Real World. 22072-22086 2024 CVPR https://doi.org/10.1109/CVPR52733.2024.02084 conf/cvpr/2024 db/conf/cvpr/cvpr2024.html#HuangCX0YP0D00024 Kunchang Li 0002 Yali Wang 0001 Yinan He Yizhuo Li 0001 Yi Wang 0074 Yi Liu 0081 Zun Wang 0001 Jilan Xu Guo Chen 0006 Ping Lou Limin Wang 0002 Yu Qiao 0001 MVBench: A Comprehensive Multi-modal Video Understanding Benchmark. 22195-22206 2024 CVPR https://doi.org/10.1109/CVPR52733.2024.02095 conf/cvpr/2024 db/conf/cvpr/cvpr2024.html#0002WH00LWX0L0024 Yi Wang 0074 Kunchang Li 0002 Xinhao Li 0004 Jiashuo Yu Yinan He Guo Chen 0006 Baoqi Pei Rongkun Zheng Zun Wang 0001 Yansong Shi Tianxiang Jiang Songze Li Jilan Xu Hongjie Zhang 0002 Yifei Huang 0002 Yu Qiao 0001 Yali Wang 0001 Limin Wang 0002 InternVideo2: Scaling Foundation Models for Multimodal Video Understanding. 396-416 2024 ECCV (85) https://doi.org/10.1007/978-3-031-73013-9_23 conf/eccv/2024-85 db/conf/eccv/eccv2024-85.html#WangLLYHCPZWSJLXZHQWW24 streams/conf/eccv Qingqiu Li Xiaohan Yan Jilan Xu Runtian Yuan Yuejie Zhang Rui Feng 0001 Quanli Shen Xiaobo Zhang Shujun Wang Anatomical Structure-Guided Medical Vision-Language Pre-training. 80-90 2024 MICCAI (11) https://doi.org/10.1007/978-3-031-72120-5_8 conf/miccai/2024-11 db/conf/miccai/miccai2024-11.html#LiYXYZFSZW24 streams/conf/miccai Junlin Hou Jilan Xu Hao Chen Concept-Attention Whitening for Interpretable Skin Lesion Diagnosis. 113-123 2024 MICCAI (10) https://doi.org/10.1007/978-3-031-72117-5_11 conf/miccai/2024-10 db/conf/miccai/miccai2024-10.html#HouXC24 streams/conf/miccai Qingsong Zhao Yi Wang 0074 Jilan Xu Yinan He Zifan Song Limin Wang 0002 Yu Qiao 0001 Cairong Zhao Does Video-Text Pretraining Help Open-Vocabulary Online Action Detection? 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/5598cf1b2905a26ddb863e6705588327-Abstract-Conference.html conf/nips/2024 db/conf/nips/neurips2024.html#Zhao0XHSWQZ24

Jilan Xu Yifei Huang 0002 Junlin Hou Guo Chen 0006 Yuejie Zhang Rui Feng 0001 Weidi Xie Retrieval-Augmented Egocentric Video Captioning. 2024 abs/2401.00789 CoRR https://doi.org/10.48550/arXiv.2401.00789 db/journals/corr/corr2401.html#abs-2401-00789

Qingqiu Li Xiaohan Yan Jilan Xu Runtian Yuan Yuejie Zhang Rui Feng 0001 Quanli Shen Xiaobo Zhang Shujun Wang Anatomical Structure-Guided Medical Vision-Language Pre-training. 2024 abs/2403.09294 CoRR https://doi.org/10.48550/arXiv.2403.09294 db/journals/corr/corr2403.html#abs-2403-09294

Guo Chen 0006 Yifei Huang 0002 Jilan Xu Baoqi Pei Zhe Chen 0017 Zhiqi Li Jiahao Wang Kunchang Li 0002 Tong Lu 0002 Limin Wang 0002 Video Mamba Suite: State Space Model as a Versatile Alternative for Video Understanding. 2024 abs/2403.09626 CoRR https://doi.org/10.48550/arXiv.2403.09626 db/journals/corr/corr2403.html#abs-2403-09626

Runtian Yuan Qingqiu Li Junlin Hou Jilan Xu Yuejie Zhang Rui Feng 0001 Hao Chen 0011 Domain Adaptation Using Pseudo Labels for COVID-19 Detection. 2024 abs/2403.11498 CoRR https://doi.org/10.48550/arXiv.2403.11498 db/journals/corr/corr2403.html#abs-2403-11498

Qingqiu Li Runtian Yuan Junlin Hou Jilan Xu Yuejie Zhang Rui Feng 0001 Hao Chen 0011 Advancing COVID-19 Detection in 3D CT Scans. 2024 abs/2403.11953 CoRR https://doi.org/10.48550/arXiv.2403.11953 db/journals/corr/corr2403.html#abs-2403-11953

Yi Wang 0074 Kunchang Li 0002 Xinhao Li 0004 Jiashuo Yu Yinan He Guo Chen 0006 Baoqi Pei Rongkun Zheng Jilan Xu Zun Wang 0001 Yansong Shi Tianxiang Jiang Songze Li Hongjie Zhang 0002 Yifei Huang 0002 Yu Qiao 0001 Yali Wang 0001 Limin Wang 0002 InternVideo2: Scaling Video Foundation Models for Multimodal Video Understanding. 2024 abs/2403.15377 CoRR https://doi.org/10.48550/arXiv.2403.15377 db/journals/corr/corr2403.html#abs-2403-15377

Yifei Huang 0002 Guo Chen 0006 Jilan Xu Mingfang Zhang 0002 Lijin Yang Baoqi Pei Hongjie Zhang 0002 Lu Dong 0005 Yali Wang 0001 Limin Wang 0002 Yu Qiao 0001 EgoExoLearn: A Dataset for Bridging Asynchronous Ego- and Exo-centric View of Procedural Activities in Real World. 2024 abs/2403.16182 CoRR https://doi.org/10.48550/arXiv.2403.16182 db/journals/corr/corr2403.html#abs-2403-16182

Junlin Hou Jilan Xu Rui Feng 0001 Hao Chen 0011 QMix: Quality-aware Learning with Mixed Noise for Robust Retinal Disease Diagnosis. 2024 abs/2404.05169 CoRR https://doi.org/10.48550/arXiv.2404.05169 db/journals/corr/corr2404.html#abs-2404-05169

Junlin Hou Jilan Xu Hao Chen 0011 Concept-Attention Whitening for Interpretable Skin Lesion Diagnosis. 2024 abs/2404.05997 CoRR https://doi.org/10.48550/arXiv.2404.05997 db/journals/corr/corr2404.html#abs-2404-05997

Baoqi Pei Guo Chen 0006 Jilan Xu Yuping He Yicheng Liu Kanghua Pan Yifei Huang 0002 Yali Wang 0001 Tong Lu 0002 Limin Wang 0002 Yu Qiao 0001 EgoVideo: Exploring Egocentric Foundation Model and Downstream Adaptation. 2024 abs/2406.18070 CoRR https://doi.org/10.48550/arXiv.2406.18070 db/journals/corr/corr2406.html#abs-2406-18070 streams/journals/corr

Guo Chen 0006 Yicheng Liu Yifei Huang 0002 Yuping He Baoqi Pei Jilan Xu Yali Wang 0001 Tong Lu 0002 Limin Wang 0002 CG-Bench: Clue-grounded Question Answering Benchmark for Long Video Understanding. 2024 abs/2412.12075 CoRR https://doi.org/10.48550/arXiv.2412.12075 db/journals/corr/corr2412.html#abs-2412-12075 streams/journals/corr

Yifei Huang 0002 Jilan Xu Baoqi Pei Yuping He Guo Chen 0006 Lijin Yang Xinyuan Chen Yaohui Wang 0001 Zheng Nie Jinyao Liu Guoshun Fan Dechen Lin Fang Fang Kunpeng Li Chang Yuan Yali Wang 0001 Yu Qiao 0001 Limin Wang 0002 Vinci: A Real-time Embodied Smart Assistant based on Egocentric Vision-Language Model. 2024 abs/2412.21080 CoRR https://doi.org/10.48550/arXiv.2412.21080 db/journals/corr/corr2412.html#abs-2412-21080 streams/journals/corr

Jiawei Zhang Yanchun Zhang Yuzhen Jin Jilan Xu Xiaowei Xu 0004 MDU-Net: multi-scale densely connected U-Net for biomedical image segmentation. 13 2023 December 11 Health Inf. Sci. Syst. 1 https://doi.org/10.1007/s13755-022-00204-9 db/journals/hisas/hisas11.html#ZhangZJXX23

Runtian Yuan Jilan Xu Qingqiu Li Yuejie Zhang Rui Feng 0001 Xiaobo Zhang Tao Zhang 0022 Shang Gao 0003 Semi-MedSeq: Semi-supervised Semantic Segmentation for Medical Image Sequences. 1662-1669 2023 BIBM https://doi.org/10.1109/BIBM58861.2023.10385990 conf/bibm/2023 db/conf/bibm/bibm2023.html#YuanXLZFZZG23 Qingqiu Li Jilan Xu Runtian Yuan Mohan Chen 0001 Yuejie Zhang Rui Feng 0001 Xiaobo Zhang Shang Gao 0003 Enhanced Knowledge Injection for Radiology Report Generation. 2053-2058 2023 BIBM https://doi.org/10.1109/BIBM58861.2023.10385817 conf/bibm/2023 db/conf/bibm/bibm2023.html#LiXYCZFZG23 Jilan Xu Junlin Hou Yuejie Zhang Rui Feng 0001 Yi Wang 0074 Yu Qiao 0001 Weidi Xie Learning Open-Vocabulary Semantic Segmentation Models From Natural Language Supervision. 2935-2944 2023 CVPR https://doi.org/10.1109/CVPR52729.2023.00287 conf/cvpr/2023 db/conf/cvpr/cvpr2023.html#XuHZFWQX23 Junlin Hou Fan Xiao Jilan Xu Rui Feng 0001 Yue Zhang 0004 Haidong Zou Lina Lu Wenwen Xue Diabetic Retinopathy Grading with Weakly-Supervised Lesion Priors. 1-5 2023 ICASSP https://doi.org/10.1109/ICASSP49357.2023.10095713 conf/icassp/2023 db/conf/icassp/icassp2023.html#HouXXFZZLX23 Qingqiu Li Jilan Xu Runtian Yuan Yuejie Zhang Rui Feng 0001 SCSGNet: Spatial-Correlated and Shape-Guided Network for Breast Mass Segmentation. 1-5 2023 ICASSP https://doi.org/10.1109/ICASSP49357.2023.10096410 conf/icassp/2023 db/conf/icassp/icassp2023.html#LiXYZF23 Junlin Hou Jilan Xu Fan Xiao Bo Zhang Yiqian Xu Yuejie Zhang Haidong Zou Rui Feng 0001 Towards Label-Efficient Deep Learning for Myopic Maculopathy Classification. 31-45 2023 MMAC@MICCAI https://doi.org/10.1007/978-3-031-54857-4_3 conf/miccai/2023mmac db/conf/miccai/mmac2023.html#HouXXZXZZF23 Fan Xiao Junlin Hou Jilan Xu Yiqian Xu Bo Zhang Yuejie Zhang Haidong Zou Rui Feng 0001 Ensemble Deep Learning Approaches for Myopic Maculopathy Plus Lesions Segmentation. 46-55 2023 MMAC@MICCAI https://doi.org/10.1007/978-3-031-54857-4_4 conf/miccai/2023mmac db/conf/miccai/mmac2023.html#XiaoHXXZZZF23

Jilan Xu Junlin Hou Yuejie Zhang Rui Feng 0001 Yi Wang 0074 Yu Qiao 0001 Weidi Xie Learning Open-vocabulary Semantic Segmentation Models From Natural Language Supervision. 2023 abs/2301.09121 CoRR https://doi.org/10.48550/arXiv.2301.09121 db/journals/corr/corr2301.html#abs-2301-09121

Fenggang Liu Yangguang Li 0001 Feng Liang Jilan Xu Bin Huang Jing Shao Mask Hierarchical Features For Self-Supervised Learning. 2023 abs/2304.00218 CoRR https://doi.org/10.48550/arXiv.2304.00218 db/journals/corr/corr2304.html#abs-2304-00218

Guo Chen 0006 Yin-Dong Zheng Jiahao Wang Jilan Xu Yifei Huang 0002 Junting Pan Yi Wang 0074 Yali Wang 0001 Yu Qiao 0001 Tong Lu 0002 Limin Wang 0002 VideoLLM: Modeling Video Sequence with Large Language Models. 2023 abs/2305.13292 CoRR https://doi.org/10.48550/arXiv.2305.13292 db/journals/corr/corr2305.html#abs-2305-13292

Qingqiu Li Jilan Xu Runtian Yuan Mohan Chen 0001 Yuejie Zhang Rui Feng 0001 Xiaobo Zhang Shang Gao 0003 Enhanced Knowledge Injection for Radiology Report Generation. 2023 abs/2311.00399 CoRR https://doi.org/10.48550/arXiv.2311.00399 db/journals/corr/corr2311.html#abs-2311-00399

Kunchang Li 0002 Yali Wang 0001 Yinan He Yizhuo Li 0001 Yi Wang 0074 Yi Liu 0081 Zun Wang 0001 Jilan Xu Guo Chen 0006 Ping Luo 0002 Limin Wang 0002 Yu Qiao 0001 MVBench: A Comprehensive Multi-modal Video Understanding Benchmark. 2023 abs/2311.17005 CoRR https://doi.org/10.48550/arXiv.2311.17005 db/journals/corr/corr2311.html#abs-2311-17005

Junlin Hou Jilan Xu Fan Xiao Rui-Wei Zhao Yuejie Zhang Haidong Zou Lina Lu Wenwen Xue Rui Feng 0001 Cross-Field Transformer for Diabetic Retinopathy Grading on Two-field Fundus Images. 985-990 2022 BIBM https://doi.org/10.1109/BIBM55620.2022.9995459 conf/bibm/2022 db/conf/bibm/bibm2022.html#HouXXZZZLXF22 Runtian Yuan Jilan Xu Xiaotong Li Yuejie Zhang Rui Feng 0001 Xiaobo Zhang Tao Zhang 0022 Shang Gao 0003 MedSeq: Semantic Segmentation for Medical Image Sequences. 1356-1361 2022 BIBM https://doi.org/10.1109/BIBM55620.2022.9995018 conf/bibm/2022 db/conf/bibm/bibm2022.html#YuanXLZFZZG22 Mingzhu Chen Xiaotong Li Jilan Xu Runtian Yuan Yuejie Zhang Rui Feng 0001 Tao Zhang 0022 Shang Gao 0003 Single-Modality Endoscopic Polyp Segmentation via Random Color Reversal Synthesis and Two-Branched Learning. 1501-1504 2022 BIBM https://doi.org/10.1109/BIBM55620.2022.9995402 conf/bibm/2022 db/conf/bibm/bibm2022.html#ChenLXYZFZG22 Jilan Xu Junlin Hou Yuejie Zhang Rui Feng 0001 Rui-Wei Zhao Tao Zhang 0022 Xuequan Lu Shang Gao 0003 CREAM: Weakly Supervised Object Localization via Class RE-Activation Mapping. 9427-9436 2022 CVPR https://doi.org/10.1109/CVPR52688.2022.00922 conf/cvpr/2022 db/conf/cvpr/cvpr2022.html#XuHZFZZLG22 Junlin Hou Jilan Xu Nan Zhang Yi Wang 0074 Yuejie Zhang Xiaobo Zhang Rui Feng 0001 CMC_v2: Towards More Accurate COVID-19 Detection with Discriminative Video Priors. 485-499 2022 ECCV Workshops (7) https://doi.org/10.1007/978-3-031-25082-8_32 conf/eccv/2022-w7 db/conf/eccv/eccv2022-w7.html#HouXZWZZF22 Junlin Hou Jilan Xu Nan Zhang Yuejie Zhang Xiaobo Zhang Rui Feng 0001 Boosting COVID-19 Severity Detection with Infection-Aware Contrastive Mixup Classification. 537-551 2022 ECCV Workshops (7) https://doi.org/10.1007/978-3-031-25082-8_36 conf/eccv/2022-w7 db/conf/eccv/eccv2022-w7.html#HouXZZZF22 Xiaotong Li Jilan Xu Yuejie Zhang Rui Feng 0001 Rui-Wei Zhao Tao Zhang 0022 Xuequan Lu Shang Gao 0003 TCCNet: Temporally Consistent Context-Free Network for Semi-supervised Video Polyp Segmentation. 1109-1115 2022 IJCAI https://doi.org/10.24963/ijcai.2022/155 conf/ijcai/2022 db/conf/ijcai/ijcai2022.html#LiXZFZ0LG22 Junlin Hou Fan Xiao Jilan Xu Yuejie Zhang Haidong Zou Rui Feng 0001 Deep-OCTA: Ensemble Deep Learning Approaches for Diabetic Retinopathy Analysis on OCTA Images. 74-87 2022 MIDOG/DRAC@MICCAI https://doi.org/10.1007/978-3-031-33658-4_8 conf/miccai/2022midog db/conf/miccai/midog2022.html#HouXXZZF22

Jilan Xu Junlin Hou Yuejie Zhang Rui Feng 0001 Rui-Wei Zhao Tao Zhang 0022 Xuequan Lu Shang Gao 0003 CREAM: Weakly Supervised Object Localization via Class RE-Activation Mapping. 2022 abs/2205.13922 CoRR https://doi.org/10.48550/arXiv.2205.13922 db/journals/corr/corr2205.html#abs-2205-13922

Junlin Hou Jilan Xu Rui Feng 0001 Yuejie Zhang FDVTS's Solution for 2nd COV19D Competition on COVID-19 Detection and Severity Analysis. 2022 abs/2207.01758 CoRR https://doi.org/10.48550/arXiv.2207.01758 db/journals/corr/corr2207.html#abs-2207-01758

Junlin Hou Fan Xiao Jilan Xu Yuejie Zhang Haidong Zou Rui Feng 0001 Deep-OCTA: Ensemble Deep Learning Approaches for Diabetic Retinopathy Analysis on OCTA Images. 2022 abs/2210.00515 CoRR https://doi.org/10.48550/arXiv.2210.00515 db/journals/corr/corr2210.html#abs-2210-00515

Junlin Hou Jilan Xu Nan Zhang Yi Wang 0074 Yuejie Zhang Xiaobo Zhang Rui Feng 0001 CMC v2: Towards More Accurate COVID-19 Detection with Discriminative Video Priors. 2022 abs/2211.14557 CoRR https://doi.org/10.48550/arXiv.2211.14557 db/journals/corr/corr2211.html#abs-2211-14557

Junlin Hou Jilan Xu Nan Zhang Yuejie Zhang Xiaobo Zhang Rui Feng 0001 Boosting COVID-19 Severity Detection with Infection-aware Contrastive Mixup Classification. 2022 abs/2211.14559 CoRR https://doi.org/10.48550/arXiv.2211.14559 db/journals/corr/corr2211.html#abs-2211-14559

Yi Wang 0074 Kunchang Li 0002 Yizhuo Li 0001 Yinan He Bingkun Huang Zhiyu Zhao Hongjie Zhang 0002 Jilan Xu Yi Liu 0081 Zun Wang 0001 Sen Xing Guo Chen 0006 Junting Pan Jiashuo Yu Yali Wang 0001 Limin Wang 0002 Yu Qiao 0001 InternVideo: General Video Foundation Models via Generative and Discriminative Learning. 2022 abs/2212.03191 CoRR https://doi.org/10.48550/arXiv.2212.03191 db/journals/corr/corr2212.html#abs-2212-03191

Junlin Hou Jilan Xu Longquan Jiang 0003 Shanshan Du Rui Feng 0001 Yuejie Zhang Fei Shan Xiangyang Xue 0001 Periphery-aware COVID-19 diagnosis with contrastive representation enhancement. 108005 2021 118 Pattern Recognit. https://doi.org/10.1016/j.patcog.2021.108005 https://www.wikidata.org/entity/Q112680538 db/journals/pr/pr118.html#HouXJDFZSX21

Junlin Hou Jilan Xu Rui Feng 0001 Yuejie Zhang Fei Shan Weiya Shi CMC-COV19D: Contrastive Mixup Classification for COVID-19 Diagnosis. 454-461 2021 ICCVW https://doi.org/10.1109/ICCVW54120.2021.00055 conf/iccvw/2021 db/conf/iccvw/iccvw2021.html#HouXFZSS21 Jilan Xu Junlin Hou Yuejie Zhang Rui Feng 0001 Chunyang Ruan Tao Zhang 0022 Weiguo Fan Data-Efficient Histopathology Image Analysis with Deformation Representation Learning. 857-864 2020 BIBM https://doi.org/10.1109/BIBM49941.2020.9313159 conf/bibm/2020 db/conf/bibm/bibm2020.html#XuHZFRZF20

Jiawei Zhang Yuzhen Jin Jilan Xu Xiaowei Xu 0004 Yanchun Zhang MDU-Net: Multi-scale Densely Connected U-Net for biomedical image segmentation. 2018 abs/1812.00352 CoRR http://arxiv.org/abs/1812.00352 db/journals/corr/corr1812.html#abs-1812-00352

Seongsu Bae Guo Chen 0006 Hao Chen Hao Chen 0011 Mingzhu Chen Mohan Chen 0001 Qirui Chen Xinyuan Chen Zhe Chen 0017 Zihang Cui Shangzhe Di Lu Dong 0005 Shanshan Du Guoshun Fan Weiguo Fan Fang Fang Rui Feng 0001 Shang Gao 0003 Junjun He Yinan He Yuping He Danijela Horak Junlin Hou Bin Huang Bingkun Huang Yifei Huang 0002 Changkai Ji Hui Jiang Longquan Jiang 0003 Tianxiang Jiang Yuzhen Jin Kunchang Li 0002 Kunpeng Li Qingqiu Li Songze Li Xiaotong Li Xinhao Li 0004 Yangguang Li 0001 Yizhuo Li 0001 Zeqian Li Zhiqi Li Feng Liang Dechen Lin Fenggang Liu Jinyao Liu Yi Liu 0081 Yicheng Liu Yikun Liu Ping Lou Lidong Lu Lina Lu Tong Lu 0002 Xuequan Lu Ping Luo 0002 Zheng Nie Junting Pan Kanghua Pan Jiangmiao Pang Baoqi Pei Yu Qiao 0001 Chunyang Ruan Yoichi Sato 0001 Fei Shan Jing Shao Quanli Shen Weiya Shi Yansong Shi Yudi Shi Zifan Song Carl Thomé Jiahao Wang Limin Wang 0002 Shujun Wang Yali Wang 0001 Yaohui Wang 0001 Yi Wang 0074 Zun Wang 0001 Fei Wu 0001 Fan Xiao Weidi Xie Sen Xing Xiaowei Xu 0004 Yiqian Xu Wenwen Xue Xiangyang Xue 0001 Xiaohan Yan Yibin Yan Lijin Yang Jiashuo Yu Chang Yuan Runtian Yuan Bo Zhang Hongjie Zhang 0002 Jiawei Zhang Mingfang Zhang 0002 Nan Zhang Tao Zhang 0022 Xiaobo Zhang Yanchun Zhang Yue Zhang 0004 Yuejie Zhang Cairong Zhao Qing-Song ZhaoQingsong Zhao Ruiwei ZhaoRui-Wei Zhao Zhiyu Zhao Rongkun Zheng Yin-Dong Zheng Ling Zhou 0002 Yanhao Zhu Andrew Zisserman Haidong Zou