百晓学者学者目录

蒋铼

副教授、博导、硕导，北京航空航天大学

精选作品

期刊论文

2026

VTEdit-Bench: A Comprehensive Benchmark for Multi-reference Image Editing Models in Virtual Try-On

Xiaoye Liang, Zhiyuan Qu, Mingye Zou, Jiaxin Liu, Lai Jiang, Mai Xu, Yiheng Zhu

Lecture notes in computer science

DOI

2026

TexSem-Net: Texture Augmentation and Regional Semantics Fusion Dense-Prediction Network for Cervical Squamous Cell Carcinoma Histopathological Images

Rui Deng, Shi-Peng Hu, Pan Huang, Yu-Chun Sun, Lai Jiang, Pan Wei, Wei-Ping Ding, Su-Kun Tian

IEEE transactions on circuits and systems for video technology (Print)

DOI

2026

Multi-modal face anti-spoofing via self-supervised learning

Jian Wang, Yu-Fan Liu, Lai Jiang, Sheng-Xi Li, Jiajiong Cao, Bing Li, Wei-Ming Hu, Jin-Long Lin

Pattern Recognition Letters

DOI

2026

Automated Pore Detection from In-Situ FDM 3D Printing Video: A Comparative Evaluation of Modern Segmentation Models

Abdullah Al Ahad Khan, Md. Shariful Islam, Lin Li, Lai Jiang, Noushin Ghaffari

IEEE Workshop/Winter Conference on Applications of Computer Vision

DOI

2026

Do LLMs Have Values? A Quantitative Analysis and Alignment Framework for Values in Large Language Models

Kelvin Zhang, Jing-Yu-Gin Chen, Yu-Fan Liu, Yong-Qiang Zhu, Nai Ding, Lai Jiang, Cong-Yan Lang, Bing Li, Wei-Ming Hu

2026

The Illusion of Forgetting: Attack Unlearned Diffusion via Initial Latent Variable Optimization

Manyi Li, Yu-Fan Liu, Lai Jiang, Bing Li, Yu-Ming Li, Wei-Ming Hu

arXiv.org

DOI

2026

UniFES: A Unified Recurrent Network for Quality Enhancement and Stabilization in Face Videos

Tie Liu, Mai Xu, Sheng-Xi Li, Jialu Zhang, Lai Jiang

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2026

SportSal: Hypernetwork-Based Saliency Prediction for Sports Videos

Mai Xu, Shijie Wen, Lai Jiang, Minglang Qiao, Sheng-Xi Li, Tao Xu

IEEE transactions on circuits and systems for video technology (Print)

DOI

2026

Few-Shot Pulmonary Vessel Segmentation Based on Tubular-Aware Prompt-Tuning

Zi-Jian Gao, Lai Jiang, Yi-Chen Guo, Sukun Tian, Yu-Chun Sun, Mai Xu, Liyuan Tao

IEEE Transactions on Medical Imaging

DOI

2026

SegBanana: Steering Unified Multimodal Models into Medical Segmenters

Xiao-Ye Liang, Ye Yan, Ming-Ze Yin, Shi-Kun Feng, Mai Xu, Hai-Guang Liu, Lai Jiang, Yi-Heng Zhu

2026

Low Light Image Enhancement Challenge at NTIRE 2026

G. Ciubotariu, A. SharifSM, Abdur Rehman, Fayaz Ali Dharejo, R. Naqvi, Marcos V. Conde, R. Timofte, Zhi Jin, Hongjun Wu, Wenjian Zhang, Changqing Ye, Xun-Peng Yi, Qing-Long Yan, Yi-Bing Zhang, Zaynab Ali, Saiprasad Meesiyawar, Varda I. Pattanshetty, Varsha I. Pattanshetty, Nikhil Neelkanth Akalwadi, Padmashree Desai, R. Tabib, Uma Mudenagudi, Hao Yang, Ruikun Zhang, Li-Yuan Pan, Furkan Kınlı, Donghun Ryou, Inju Ha, Junoh Kang, Bohyung Han, Wei Zhou, Yuval Haitman, Ariel Lapid, Reuven Peretz, Idit Diamant, Lei Cao, Shuo Zhang, Praful Hambarde, Prateek Shaily, J. Kumar, Hardik Sharma, Aashish Negi, Sachin Chaudhary, Akshay Dudhane, Amit Shukla, Mohao Wu, Lin Wang, Jiachen Tu, Guoyi Xu, Yao-Xin Jiang, Jia-Jia Liu, Yaokun Shi, Raul Balmez, Alexandru Brateanu, Ciprian Orhei, Cosmin Ancuti, Codruta O. Ancuti, Bilel Benjdira, Anas M. Ali, Wadii Boulila, Kaifan Qiao, Bofei Chen, Jing-Yi Xu, Duo-yang Zhang, Xin Deng, Mai Xu, Sheng-Xi Li, Lai Jiang, A. Harini, N. Ananya, K. Lakshanya, Ying Xu, Xin-Yi Zhu, Shijun Shi, Jiang-Ning Zhang, Yong Liu, Kai Hu, Jing Xu, Xianfang Zeng, Jinao Song, Guang Tang, Cheng Li, Yu-Qiang Yang, Ziyi Wang, Yan Chen, Long Bao, Heng Sun, Mohab Kishawy, Jun Chen, Wan-Chi Siu, Yihao Cheng, Man-Lai Lee, Chun-Chuen Hui

arXiv.org

DOI

2026

FDM-MFVT: Few-step Sampling Diffusion Model for Mask-Free Virtual Try-On

Jia-Xin Liu, Xiao-Ye Liang, Lai Jiang, Mai Xu, Jun Liu

arXiv.org

DOI

2026

A novel geometry-aware spatio-temporal network for multi-view video feature learning

Yue Zhang, Mai Xu, Lai Jiang, Xin Deng, Sifan Liu

Pattern Recognition

DOI

2026

Consistent Cross-View Association of Aerial–Ground Remote Sensing Imagery via Graph-Constrained Framework

Yue Zhang, Mai Xu, Lai Jiang

Remote Sensing

DOI

2026

Fc-Former: Efficient Feature Coding For Machines Via A Hybrid Cnn-Transformer Architecture

Zheng-Yuan Liu, Zi-Fu Zhang, Sheng-Xi Li, Tao Xu, Mai Xu, Xin Deng, Lai Jiang

IEEE International Conference on Acoustics, Speech, and Signal Processing

DOI

2025

Collateral Circulation Guided Multi-Modality Fusion Network for Postoperative Infarct Prediction

Yi-Chen Guo, Xin-Yi Zhao, Lisong Dai, He-Ming Dong, Lai Jiang, Mai Xu, Sheng-Xi Li

International Conference on Medical Image Computing and Computer-Assisted Intervention

DOI

2025

Spherical Patch Generative Adversarial Net for Unconditional Panoramic Image Generation

Mai Xu, Xiancheng Sun, Sheng-Xi Li, Lai Jiang, Jing-Yuan Xia, Xin Deng

IEEE Transactions on Image Processing

DOI

2025

Spherical-Nested Diffusion Model for Panoramic Image Outpainting

Xiancheng Sun, Senmao Ma, Sheng-Xi Li, Mai Xu, Jingyuan Xia, Lai Jiang, Xin Deng, Jiali Wang

International Conference on Machine Learning

2025

Deformable Spherical Geometry Transformer For Panoramic Semantic Segmentation

Bo-Yang Lan, Li Yang, Mai Xu, Lai Jiang, Yu-Feng Wang

International Conference on Information Photonics

DOI

2025

Quality Control For HEVC: A Deep Reinforcement Learning Approach

Yi-Chen Guo, Rui Ding, Mai Xu, Lai Jiang, Sheng-Xi Li, Xin Deng

IEEE International Conference on Multimedia and Expo

DOI

2025

DeepSN-Net: Deep Semi-Smooth Newton Driven Network for Blind Image Restoration

Xin Deng, Chenxiao Zhang, Lai Jiang, Jing-Yuan Xia, Mai Xu

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2025

Burst Image Quality Assessment: A New Benchmark and Unified Framework for Multiple Downstream Tasks

Xiao Liang, Lai Jiang, Minglang Qiao, Yi-Chen Guo, Yue Zhang, Xin Deng, Sheng-Xi Li, Yufan Liu, Mai Xu

AAAI Conference on Artificial Intelligence

DOI

2025

Dual-Domain Visual Prompt Learning for Multi-Modal Medical Image Saliency Prediction

Ning Dai, Mai Xu, Xiaowan Hu, Ce Zheng, Lai Jiang

IEEE journal of biomedical and health informatics

DOI

2025

Hierarchical Semantic Compression for Consistent Image Semantic Restoration

Sheng-Xi Li, Zi-Fu Zhang, Mai Xu, Lai Jiang, Yufan Liu, Ce Zhu

IEEE Transactions on Image Processing

DOI

2025

Spherical Manifold Guided Diffusion Model for Panoramic Image Generation

Xiancheng Sun, Mai Xu, Sheng-Xi Li, Senmao Ma, Xin Deng, Lai Jiang, G. Shen

Computer Vision and Pattern Recognition

DOI

2025

Compressed image super-resolution based on invertible degradation and restoration

Yi-Chen Guo, Mai Xu, Lai Jiang, Xin Deng, Yue Zhang, Yufan Liu

Pattern Recognition

DOI

2025

Research on Polarized Image Fusion Algorithm Based on Image Enhancement

Chaoying Wang, Jian-Xin Li, Zhihong Wang, Jia-Jun Li, Hongxing Huang, Lai Jiang

Journal of Computers

DOI

2024

Recruiting Teacher IF Modality for Nephropathy Diagnosis: A Customized Distillation Method With Attention-Based Diffusion Network

Mai Xu, Ning Dai, Lai Jiang, Yibing Fu, Xin Deng, Sheng-Xi Li

IEEE Transactions on Medical Imaging

DOI

2024

HyperSOR: Context-Aware Graph Hypernetwork for Salient Object Ranking

Minglang Qiao, Mai Xu, Lai Jiang, Peng Lei, Shijie Wen, Yun-Jin Chen, Leonid Sigal

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2024

Research on Medical Image Segmentation Method Based on Improved U-Net3.

Chaoying Wang, Jian-Xin Li, Huijun Zheng, Jia-Jun Li, Hongxing Huang, Lai Jiang

Critical reviews in biomedical engineering

DOI

2024

Proposal With Alignment: A Bi-Directional Transformer for 360° Video Viewport Proposal

Yi-Chen Guo, Mai Xu, Lai Jiang, Xin Deng, Jing Zhou, Gaoxing Chen, Leonid Sigal

IEEE transactions on circuits and systems for video technology (Print)

DOI

2024

Saliency Prediction of Traffic Surveillance Videos: A Benchmark and A Multi-Task Approach

Wei Duan, Minglang Qiao, Lai Jiang, Mai Xu, Xin Deng, Shijie Wen, Fei Li

International Conference on Wireless Communications and Signal Processing

DOI

2024

Saliency Prediction of Sports Videos: A Large-Scale Database and a Self-Adaptive Approach

Minglang Qiao, Mai Xu, Shijie Wen, Lai Jiang, Sheng-Xi Li, Tao Xu, Yun-Jin Chen, Leonid Sigal

IEEE International Conference on Acoustics, Speech, and Signal Processing

DOI

2024

A Novel Patch Selection Approach for Quality Assessment on Short-Form Videos

Shijie Wen, Lai Jiang, Minglang Qiao, Mai Xu, Xin Deng, Sheng-Xi Li, Yiping Duan

International Conference on Wireless Communications and Signal Processing

DOI

2024

MT-VQA: A Multi-task Approach for Quality Assessment of Short-form Videos

Shijie Wen, Minglang Qiao, Lai Jiang, Mai Xu, Xin Deng, Sheng-Xi Li

QoEVMA@MM

DOI

2023

显著性指导下图像迁移

蒋铼，戴宁，徐迈，邓欣，李胜曦

《北京航空航天大学学报》

2023

Optimizing DNN based quality assessment metric for image compression: A novel rate control method

Qiu-yue Fang, Tao Xu, Lai Jiang, Shengxi Li, Mai Xu, Yun-Jin Chen, L. Sigal

IEEE International Conference on Multimedia and Expo

DOI

2023

DINN360: Deformable Invertible Neural Network for Latitude-aware 360° Image Rescaling

Yi-Chen Guo, Mai Xu, Lai Jiang, L. Sigal, Yun-Jin Chen

Computer Vision and Pattern Recognition

DOI

2023

Deep multi-task learning for nephropathy diagnosis on immunofluorescence images

Yibing Fu, Lai Jiang, S.-Y.-Y. Pan, Pu Chen, Xiaofei Wang, Ning Dai, Xiang-Mei Chen, Mai Xu

Comput. Methods Programs Biomed.

DOI

2023

Recruiting the Best Teacher Modality: A Customized Knowledge Distillation Method for if Based Nephropathy Diagnosis

Ning Dai, Lai Jiang, Yibing Fu, Sai Pan, Mai Xu, Xin Deng, Pu Chen, Xiang-Mei Chen

International Conference on Medical Image Computing and Computer-Assisted Intervention

DOI

2023

Uncertainty Guided Adaptive Warping for Robust and Efficient Stereo Matching

Junpeng Jing, Jiankun Li, Peng-Fei Xiong, Jiangyu Liu, Shuaicheng Liu, Yi-Chen Guo, Xin Deng, Mai Xu, Lai Jiang, L. Sigal

IEEE International Conference on Computer Vision

DOI

2023

Learned Structure-Based Hybrid Framework for Martian Image Compression

Shengxi Li, Xiancheng Sun, Mai Xu, Lai Jiang, Xin Zou

IEEE Geoscience and Remote Sensing Letters

DOI

2022

DeepMIH: Deep Invertible Network for Multiple Image Hiding

Zhenyu Guan, Junpeng Jing, Xin Deng, Mai Xu, Lai Jiang, Zuxun Zhang, Yipeng Li

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2022

Does text attract attention on e-commerce images: A novel saliency prediction dataset and method

Lai Jiang, Yifei Li, Shengxi Li, Mai Xu, S. Lei, Yi-Chen Guo, Bo Huang

Computer Vision and Pattern Recognition

DOI

2022

NTIRE 2022 Challenge on Super-Resolution and Quality Enhancement of Compressed Video: Dataset, Methods and Results

Ren Yang, R. Timofte, Mei Zheng, Qunliang Xing, Minglang Qiao, Mai Xu, Lai Jiang, Huaida Liu, Ying Chen, Youcheng Ben, Xiaoping Zhou, Chenghan Fu, Pei Cheng, Gang Yu, Jun-Yi Li, Ren-Rong Wu, Zhi-Lu Zhang, Wei Shang, Zhengyao Lv, Yun-Jin Chen, Mingcai Zhou, Dongwei Ren, K. Zhang, W. Zuo, Pavel Ostyakov, V. Dmitry, Shakarim Soltanayev, Chervontsev Sergey, Zhussip Magauiya, Xue-Yi Zou, You-Liang Yan, Pablo Navarrete Michelini, Yunhua Lu, Dian-Kai Zhang, Shao-Li Liu, Si-Han Gao, Biao Wu, Cheng-Yong Zheng, Xiaofeng Zhang, Kai-Di Lu, Ning Wang, Thuong Nguyen Canh, T. Bach, Qing Wang, Xiao-Peng Sun, Haoyu Ma, Shi-Jie Zhao, Jun-Lin Li, Liang-Bin Xie, Shu Shi, Yu-Jiu Yang, Xintao Wang, Jinjin Gu, Chao Dong, Xiaodi Shi, Chunmei Nian, Dong-Jin Jiang, Jucai Lin, Zhihuai Xie, Mao Ye, Dengyan Luo, Li Peng, Sheng Chen, Xin Liu, Qian Wang, Bo Liang, Hang Dong, Yu-Hao Huang, Kaiyuan Chen, Xin-Xin Guo, Yu-Jing Sun, Huilei Wu, Peng-Xu Wei, Yu-Ling Huang, Jun-Ying Chen, Ik Hyun Lee, Sunder Ali Khowaja, Jiseok Yoon

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

DOI

2022

Progressive Training of A Two-Stage Framework for Video Restoration

Mei Zheng, Qunliang Xing, Minglang Qiao, Mai Xu, Lai Jiang, Huaida Liu, Ying Chen

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

DOI

2021

Multi-Task Learning-Based Immunofluorescence Classification of Kidney Disease

S. Pan, Yibing Fu, Pu Chen, Jiao-Na Liu, Weicen Liu, Xiaofei Wang, G. Cai, Z. Yin, Jie Wu, Li Tang, Yong Wang, S. Duan, Ning Dai, Lai Jiang, Mai Xu, Xiang-Mei Chen

International Journal of Environmental Research and Public Health

DOI

2021

Saliency-Guided Image Translation

Lai Jiang, Mai Xu, Xiaofei Wang, L. Sigal

Computer Vision and Pattern Recognition

DOI

2021

Joint Learning of Multi-Level Tasks for Diabetic Retinopathy Grading on Low-Resolution Fundus Images

Xiaofei Wang, Mai Xu, Jicong Zhang, Lai Jiang, Liu Li, Mengxian He, Ning-Li Wang, Han-Ruo Liu, Zulin Wang

IEEE journal of biomedical and health informatics

DOI

2021

Deep Multi-Task Learning for Diabetic Retinopathy Grading in Fundus Images

Xiaofei Wang, Mai Xu, Jicong Zhang, Lai Jiang, Liu Li

AAAI Conference on Artificial Intelligence

DOI

2021

Joint Learning of 3D Lesion Segmentation and Classification for Explainable COVID-19 Diagnosis

Xiaofei Wang, Lai Jiang, Liu Li, Mai Xu, Xin Deng, Lisong Dai, Xiang-Yang Xu, Tianyi Li, Yi-Chen Guo, Zulin Wang, P. Dragotti

IEEE Transactions on Medical Imaging

DOI

2020

DeepVS2.0: A Saliency-Structured Deep Learning Method for Predicting Dynamic Visual Attention

Lai Jiang, Mai Xu, Zulin Wang, L. Sigal

International Journal of Computer Vision

DOI

2020

A Large-Scale Database and a CNN Model for Attention-Based Glaucoma Detection

Liu Li, Mai Xu, Han-Ruo Liu, Y. Li, Xiaofei Wang, Lai Jiang, Zulin Wang, Xiang Fan, Ning-Li Wang

IEEE Transactions on Medical Imaging

DOI

2020

DeepCT: A novel deep complex-valued network with learnable transform for video saliency prediction

Lai Jiang, Mai Xu, Shanyi Zhang, L. Sigal

Pattern Recognition

DOI

2020

Attention-Based Deep Reinforcement Learning for Virtual Cinematography of 360$^{\circ}$ Videos

Jianyi Wang, Mai Xu, Lai Jiang, Yuhang Song

IEEE transactions on multimedia

DOI

2020

Viewport-Based CNN: A Multi-Task Approach for Assessing 360° Video Quality

Mai Xu, Lai Jiang, Chen Li, Zulin Wang, Xiaoming Tao

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2019

Image Saliency Prediction in Transformed Domain: A Deep Complex Neural Network Method

Lai Jiang, Zhe Wang, Mai Xu, Zulin Wang

AAAI Conference on Artificial Intelligence

DOI

2019

Viewport Proposal CNN for 360° Video Quality Assessment

Chen Li, Mai Xu, Lai Jiang, Shanyi Zhang, Xiaoming Tao

Computer Vision and Pattern Recognition

DOI

2019

Attention Based Glaucoma Detection: A Large-Scale Database and CNN Model

Liu Li, Mai Xu, Xiaofei Wang, Lai Jiang, Han-Ruo Liu

Computer Vision and Pattern Recognition

DOI

2019

Development and Validation of a Deep Learning System to Detect Glaucomatous Optic Neuropathy Using Fundus Photographs.

Han-Ruo Liu, Liu Li, I. Wormstone, C. Qiao, Chun Zhang, Ping Liu, Shu-Ning Li, Huai-Zhou Wang, Da-Peng Mou, Rui-Qi Pang, Di-Ya Yang, L. Zangwill, S. Moghimi, Huiyuan Hou, C. Bowd, Lai Jiang, Yihan Chen, Man Hu, Yongli Xu, Hong Kang, Xin Ji, Robert T. Chang, Clement C. Tham, Carol Y. Cheung, D. Ting, Tien Y. Wong, Zu-Lin Wang, Robert N. Weinreb, Mai Xu, Ning-Li Wang

JAMA ophthalmology

DOI

2017

Learning to Detect Video Saliency With HEVC Features

Mai Xu, Lai Jiang, Xiaoyan Sun, Zhaoting Ye, Zulin Wang

IEEE Transactions on Image Processing

DOI

2017

Predicting Video Saliency with Object-to-Motion CNN and Two-layer Convolutional LSTM

Lai Jiang, Mai Xu, Tie Liu, Minglang Qiao, Zulin Wang

European Conference on Computer Vision

DOI

2016

Bottom-up saliency detection with sparse representation of learnt texture atoms

Mai Xu, Lai Jiang, Zhaoting Ye, Zulin Wang

Pattern Recognition

DOI

2016

Subjective-Driven Complexity Control Approach for HEVC

Xin Deng, Mai Xu, Lai Jiang, Xiaoyan Sun, Zulin Wang

IEEE transactions on circuits and systems for video technology (Print)

DOI

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