朱磊｜山东师范大学｜学者主页

2026

SegMamba-V2: Long-Range Sequential Modeling Mamba for General 3-D Medical Image Segmentation

Zhaohu Xing, Tian Ye, Yi-Jun Yang, D. Cai, Bao-Wen Gai, Xiao-Jian Wu, Feng Gao, Lei Zhu

IEEE Transactions on Medical Imaging

DOI

2026

SynerDetect: Hierarchical Synergistic Learning for Generalizable AI-Generated Image Detection

Shuaibo Li, Yi-Jun Yang, Zhaohu Xing, Hong-Qiu Wang, Peng-Fei Hao, Xing-Yue Li, Zekai Liu, Qing Zhang, Lei Zhu

AAAI Conference on Artificial Intelligence

DOI

2025

Autoregressive-Conditioned Diffusion for Semi-Supervised Thyroid Ultrasound Segmentation with Optical Flow-Based Pseudo Labels

Xiaorui Liu, Yijun Yang, Yingjing Xu, Lei Zhu

2025 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW)

DOI

2025

HRVVS: A High-resolution Video Vasculature Segmentation Network via Hierarchical Autoregressive Residual Priors

Xin-Cheng Yao, Yijun Yang, Kang-Wei Guo, Ruiqiang Xiao, Haipeng Zhou, Hai-Su Tao, Jian Yang, Lei Zhu

International Conference on Medical Image Computing and Computer-Assisted Intervention

DOI

2025

Artificial Intelligence in Medicine: 23rd International Conference, AIME 2025, Pavia, Italy, June 23–26, 2025, Proceedings, Part II

Yi-Jun Yang, Shu-Jun Wang, Lei Zhu, Le-Quan Yu

Lecture Notes in Computer Science

DOI

2025

Toward Medical Deepfake Detection: A Comprehensive Dataset and Novel Method

Shuaibo Li, Zhaohu Xing, Hong-Qiu Wang, Peng-Fei Hao, Xing-Yue Li, Zekai Liu, Lei Zhu

International Conference on Medical Image Computing and Computer-Assisted Intervention

DOI

2025

FSA-Net: Fractal-Driven Synergistic Anatomy-Aware Network for Segmenting White Line of Toldt in Laparoscopic Images

Kecheng Wu, Zhaohu Xing, Zerong Cai, Feng Gao, Wen-Xue Li, Lei Zhu

International Conference on Medical Image Computing and Computer-Assisted Intervention

DOI

2025

Diff-UNet: A diffusion embedded network for robust 3D medical image segmentation

Zhaohu Xing, Liang Wan, Hua-Zhu Fu, Guang Yang, Yi-Jun Yang, Le-Quan Yu, Baiying Lei, Lei Zhu

Medical Image Anal.

DOI

2025

Detect Any Mirrors: Boosting Learning Reliability on Large-Scale Unlabeled Data with an Iterative Data Engine

Zhaohu Xing, Lihao Liu, Yi-Jun Yang, Hong-Qiu Wang, Tian Ye, Si-Xiang Chen, Wen-Xue Li, Guang Liu, Lei Zhu

Computer Vision and Pattern Recognition

DOI

2025

HybridMamba: A Dual-Domain Mamba for 3D Medical Image Segmentation

Weitong Wu, Zhaohu Xing, Jing Gong, Qin Peng, Lei Zhu

International Conference on Medical Image Computing and Computer-Assisted Intervention

DOI

2025

Surgical-MambaLLM: Mamba2-Enhanced Multimodal Large Language Model for VQLA in Robotic Surgery

Peng-Fei Hao, Hong-Qiu Wang, Shuaibo Li, Zhaohu Xing, Guang Yang, Kai-Shun Wu, Lei Zhu

International Conference on Medical Image Computing and Computer-Assisted Intervention

DOI

2025

HADiff: hierarchy aggregated diffusion model for pathology image segmentation

Xuefeng Zhang, B. Yan, Zhaohu Xing, Feng Gao, Yuandong Tao, Zhenyan Han, Weiming Wang, Lei Zhu

The Visual Computer

DOI

2025

Automated Prompting for Non-Overlapping Cross-Domain Sequential Recommendation

Lei Guo, Chunxiao Wang, Xinhua Wang, Lei Zhu, Hongzhi Yin

IEEE Transactions on Knowledge and Data Engineering

DOI

2025

MSPL: Multi-granularity Semantic Prototype Learning for occluded person re-identification

Zhihao Li, Huaxiang Zhang, Lei Zhu, Jiande Sun, Li Liu

Neurocomputing

DOI

2025

Attention Guidance by Cross-Domain Supervision Signals for Scene Text Recognition

Fanfu Xue, Jiande Sun, Yaru Xue, Qiang Wu, Lei Zhu, Xiaojun Chang, Sen-ching S. Cheung

IEEE Transactions on Image Processing

DOI

2024

资源受限的大模型高效迁移学习算法研究综述

李鑫尧，李晶晶，朱磊，申恒涛

《计算机学报》

2024

DRIVE: Dual-Robustness via Information Variability and Entropic Consistency in Source-Free Unsupervised Domain Adaptation

Ruiqiang Xiao, Songning Lai, Yi-Jun Yang, Jiemin Wu, Yutao Yue, Lei Zhu

arXiv.org

DOI

2024

HilbertMamba: Local-Global Reciprocal Network for Uterine Fibroid Segmentation in Ultrasound Videos

Huihui Xu, Yi-Jun Yang, A. Avilés-Rivero, Guang Yang, Jing Qin, Lei Zhu

2024

Vivim: a Video Vision Mamba for Medical Video Object Segmentation

Yi-Jun Yang, Zhaohu Xing, Lei Zhu

arXiv.org

DOI

2024

RainMamba: Enhanced Locality Learning with State Space Models for Video Deraining

Hongtao Wu, Yi-Jun Yang, Huihui Xu, Weiming Wang, Jin-Ni Zhou, Lei Zhu

ACM Multimedia

DOI

2024

Genuine Knowledge from Practice: Diffusion Test-Time Adaptation for Video Adverse Weather Removal

Yi-Jun Yang, Hongtao Wu, A. Avilés-Rivero, Yulun Zhang, Jing Qin, Lei Zhu

Computer Vision and Pattern Recognition

DOI

2024

Heterogeneous Generative Tokens and Distance-Aware Recovery Network for Occluded Person Re-Identification

Zhihao Li, Huaxiang Zhang, Lei Zhu, Jiande Sun, Li Liu

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2024

ANAGL: A Noise-Resistant and Anti-Sparse Graph Learning for Micro-Video Recommendation

Jingwei Ma, Kangkang Bian, Yang Xu, Lei Zhu

ACM Transactions on Multimedia Computing Communications and Applications

DOI

2024

Cross-Domain Transfer Hashing for Efficient Cross-Modal Retrieval

Fengling Li, Bowen Wang, Lei Zhu, Jingjing Li, Zheng Zhang, Xiaojun Chang

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2024

Invisible Black-Box Backdoor Attack against Deep Cross-Modal Hashing Retrieval

Tianshi Wang, Fengling Li, Lei Zhu, Jingjing Li, Zheng Zhang, Heng Tao Shen

ACM Transactions on Information Systems

DOI

2024

Ecarnet: enhanced clue-ambiguity reasoning network for multimodal fake news detection

Shannan Zhong, Shu‐Juan Peng, Xin Liu, Lei Zhu, Xing Xu, Taihao Li

Multimedia Systems

DOI

2024

MCRPL: A Pretrain, Prompt, and Fine-tune Paradigm for Non-overlapping Many-to-one Cross-domain Recommendation

Hao Liu, Lei Guo, Lei Zhu, Yongqiang Jiang, Min Gao, Hongzhi Yin

ACM Transactions on Information Systems

DOI

2024

Temporal Social Graph Network Hashing for Efficient Recommendation

Yang Xu, Lei Zhu, Jingjing Li, Fengling Li, Heng Tao Shen

IEEE Transactions on Knowledge and Data Engineering

DOI

2024

LCEMH: Label Correlation Enhanced Multi-modal Hashing for efficient multi-modal retrieval

Chaoqun Zheng, Lei Zhu, Zheng Zhang, Wenjun Duan, Wenpeng Lü

Information Sciences

DOI

2023

SRDPR: Social Relation-driven Dynamic network for Personalized micro-video Recommendation

Jingwei Ma, Kangkang Bian, Jiahui Wen, Yang Xu, Mingyang Zhong, Lei Zhu

Expert Systems With Applications，Vol. 226

DOI

2023

基于人脸部件掩膜的自监督三维人脸重建

朱磊，王善敏，刘青山

《计算机科学》

2023

DilatedFormer: dilated granularity transformer network for placental maturity grading in ultrasound

Yun Wu, Yi-Jun Yang, Lei Zhu, Zhenyan Han, Hong Luo, Xue Xue, Weiming Wang

Frontiers of Physics

DOI

2023

BiFormer: Vision Transformer with Bi-Level Routing Attention

Lei Zhu, Xin-Jiang Wang, Zhanghan Ke, Wayne Zhang, Rynson W. H. Lau

Computer Vision and Pattern Recognition

DOI

2023

GeoSpark: Sparking up Point Cloud Segmentation with Geometry Clue

Zhening Huang, Xiao-Yang Wu, Hengshuang Zhao, Lei Zhu, Shujun Wang, Georgios M. Hadjidemetriou, I. Brilakis

arXiv.org

DOI

2023

Adaptive locality sensitive analysis representation learning via K-SVD algorithm

Kun Jiang, Zheng Liu, Lei Zhu

International Conference on Graphic and Image Processing

DOI

2023

Distribution Aligned Diffusion and Prototype-guided network for Unsupervised Domain Adaptive Segmentation

Haipeng Zhou, Lei Zhu, Yuyin Zhou

arXiv.org

DOI

2023

Incomplete Cross-Modal Retrieval with Deep Correlation Transfer

Dan Shi, Lei Zhu, Jingjing Li, Guohua Dong, Huaxiang Zhang

ACM Transactions on Multimedia Computing Communications and Applications

DOI

2023

Adversarial Source Generation for Source-Free Domain Adaptation

Chaoran Cui, Fan’an Meng, Chunyun Zhang, Ziyi Liu, Lei Zhu, Shuai Gong, Xue Lin

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2023

Prototype-guided Knowledge Transfer for Federated Unsupervised Cross-modal Hashing

Jingzhi Li, Fengling Li, Lei Zhu, Hui Jie Cui, Jingjing Li

ACM International Conference on Multimedia (ACM MM)

DOI

2023

Noise-Robust Continual Test-Time Domain Adaptation

Zhiqi Yu, Jingjing Li, Zhekai Du, Fengling Li, Lei Zhu, Yang Yang

ACM International Conference on Multimedia (ACM MM)

DOI

2023

Task-Adversarial Adaptation for Multi-modal Recommendation

Hongzu Su, Jingjing Li, Fengling Li, Lei Zhu, Ke Lü, Yang Yang

ACM International Conference on Multimedia (ACM MM)

DOI

2023

GraphCA: Learning from Graph Counterfactual Augmentation for Knowledge Tracing

Xinhua Wang, Shasha Zhao, Lei Guo, Lei Zhu, Chaoran Cui, Liancheng Xu

IEEE/CAA Journal of Automatica Sinica

DOI

2023

DA-DAN: A Dual Adversarial Domain Adaption Network for Unsupervised Non-overlapping Cross-domain Recommendation

Lei Guo, Hao Liu, Lei Zhu, Weili Guan, Zhiyong Cheng

ACM Transactions on Information Systems

DOI

2023

When CLIP meets cross-modal hashing retrieval: A new strong baseline

Xinyu Xia, Guohua Dong, Fengling Li, Lei Zhu, Xiaomin Ying

Information Fusion

DOI

2023

A Semantic Perception and CNN-Transformer Hybrid Network for Occluded Person Re-Identification

Zan Gao, Peng Chen, Tao Zhuo, Meng Liu, Lei Zhu, Meng Wang, Shengyong Chen

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2023

Online Query Expansion Hashing for Efficient Image Retrieval

Hui Jie Cui, Fengling Li, Lei Zhu, Jingjing Li, Zheng Zhang

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2023

Multi-level adversarial attention cross-modal hashing

Benhui Wang, Huaxiang Zhang, Lei Zhu, Liqiang Nie, Li Liu

Signal Processing Image Communication

DOI

2023

Effective Occlusion Suppression Network via Grouped Pose Estimation for Occluded Person Re-Identification

Zhihao Li, Huaxiang Zhang, Lei Zhu, Jiande Sun, Li Liu

IEEE International Conference on Multimedia and Expo (ICME)

DOI

2023

Mutual-Enhanced Incongruity Learning Network for Multi-Modal Sarcasm Detection

Yang Qiao, Liqiang Jing, Xuemeng Song, Xiaolin Chen, Lei Zhu, Liqiang Nie

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2023

Cross-Domain Adaptative Learning for Online Advertisement Customer Lifetime Value Prediction

Hongzu Su, Zhekai Du, Jingjing Li, Lei Zhu, Ke Lü

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2023

Multi-Modal Hashing for Efficient Multimedia Retrieval: A Survey

Lei Zhu, Chaoqun Zheng, Weili Guan, Jingjing Li, Yang Yang, Heng Tao Shen

IEEE Transactions on Knowledge and Data Engineering

DOI

2023

Talking Face Generation With Audio-Deduced Emotional Landmarks

Shuyan Zhai, Meng Liu, Yongqiang Li, Zan Gao, Lei Zhu, Liqiang Nie

IEEE Transactions on Neural Networks and Learning Systems

DOI

2023

Multi-Behavior Recommendation with Cascading Graph Convolution Networks

Zhiyong Cheng, Sai Han, Fan Liu, Lei Zhu, Zan Gao, Yuxin Peng

ACM Web Conference (WWW)

DOI

2023

Adaptive Collaborative Soft Label Learning for Unsupervised Multi-View Feature Selection

Dan Shi, Lei Zhu, Xiao ming Dong, Xuemeng Song, Jingjing Li, Zhiyong Cheng

ACM Transactions on Knowledge Discovery from Data

DOI

2023

Targeted Adversarial Attack Against Deep Cross-Modal Hashing Retrieval

Tianshi Wang, Lei Zhu, Zheng Zhang, Huaxiang Zhang, Junwei Han

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2023

Deep collaborative graph hashing for discriminative image retrieval

Zheng Zhang, Jianning Wang, Lei Zhu, Yadan Luo, Guangming Lu

Pattern Recognition

DOI

2023

Classification Certainty Maximization for Unsupervised Domain Adaptation

Zhiqi Yu, Jingjing Li, Lei Zhu, Ke Lü, Heng Tao Shen

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2023

Dual-Aligned Feature Confusion Alleviation for Generalized Zero-Shot Learning

Hongzu Su, Jingjing Li, Ke Lü, Lei Zhu, Heng Tao Shen

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2023

Feature generation based on relation learning and image partition for occluded person re-identification

Yunxiao Pang, Huaxiang Zhang, Lei Zhu, Dongmei Liu, Li Liu

Journal of Visual Communication and Image Representation

DOI

2023

Unsupervised Adaptive Feature Selection With Binary Hashing

Dan Shi, Lei Zhu, Jingjing Li, Zheng Zhang, Xiaojun Chang

IEEE Transactions on Image Processing

DOI

2023

Partial Multi-Modal Hashing via Neighbor-Aware Completion Learning

Wentao Tan, Lei Zhu, Jingjing Li, Zheng Zhang, Huaxiang Zhang

IEEE Transactions on Multimedia

DOI

2022

基于单幅图像的三维人脸重建深度学习算法研究

朱磊

《南京信息工程大学》

2022

Medical Image Analysis

Yijun Yang, Shu-Jun Wang, Lei Zhu, Pheng-Ann Heng, Lequan Yu

2022

Refine-FPN: Instance Segmentation Based on a Non-local Multi-feature Aggregation Mechanism

Xiaolian Li, Lei Zhu, Wen-Wu Wang, Ke Yang

Neural Processing Letters

DOI

2022

Explored Normalized Cut With Random Walk Refining Term for Image Segmentation

Lei Zhu, Xuejing Kang, Lizhu Ye, Anlong Ming

IEEE Transactions on Image Processing

DOI

2022

Uneven Bi-Classifier Learning for Domain Adaptation

Zhiqi Yu, Jingjing Li, Lei Zhu, Ke Lü, Heng Tao Shen

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2022

Multi-level Attention-based Domain Disentanglement for BCDR

Xinyue Zhang, Jingjing Li, Hongzu Su, Lei Zhu, Heng Tao Shen

ACM Transactions on Information Systems

DOI

2022

Attribute-aware style adaptation for person re-identification

Xiaofeng Qu, Li Liu, Lei Zhu, Huaxiang Zhang

Multimedia Systems

DOI

2022

Semi-supervised feature selection with soft label learning

Chengrui Zhang, Lei Zhu, Dan Shi, Jiecai Zheng, Haibao Chen, Bo Yu

IEEE/CAA Journal of Automatica Sinica

DOI

2022

Who is gambling? Finding cryptocurrency gamblers using multi-modal retrieval methods

Zhengjie Huang, Zhenguang Liu, Jianhai Chen, Qinming He, Shuang Wu, Lei Zhu, Meng Wang

International Journal of Multimedia Information Retrieval

DOI

2022

Work Together: Correlation-Identity Reconstruction Hashing for Unsupervised Cross-Modal Retrieval

Lei Zhu, Xize Wu, Jingjing Li, Zheng Zhang, Weili Guan, Heng Tao Shen

IEEE Transactions on Knowledge and Data Engineering

DOI

2022

Inconsistency Distillation For Consistency:Enhancing Multi-View Clustering via Mutual Contrastive Teacher-Student Leaning

Dunqiang Liu, Shu‐Juan Peng, Xin Liu, Lei Zhu, Zhen Cui, Taihao Li

Proceedings

DOI

2022

Energy-Based Domain Generalization for Face Anti-Spoofing

Zhekai Du, Jingjing Li, Lin Zuo, Lei Zhu, Ke Lü

ACM International Conference on Multimedia (ACM MM)

DOI

2022

Source-Free Active Domain Adaptation via Energy-Based Locality Preserving Transfer

Xinyao Li, Zhekai Du, Jingjing Li, Lei Zhu, Ke Lü

ACM International Conference on Multimedia (ACM MM)

DOI

2022

Pixel Exclusion: Uncertainty-aware Boundary Discovery for Active Cross-Domain Semantic Segmentation

Fuming You, Jingjing Li, Zhi Chen, Lei Zhu

ACM International Conference on Multimedia (ACM MM)

DOI

2022

Webly Supervised Image Hashing with Lightweight Semantic Transfer Network

Hui Jie Cui, Lei Zhu, Jingjing Li, Zheng Zhang, Weili Guan

ACM International Conference on Multimedia (ACM MM)

DOI

2022

Time Interval-Enhanced Graph Neural Network for Shared-Account Cross-Domain Sequential Recommendation

Lei Guo, Jinyu Zhang, Tang Li, Tong Chen, Lei Zhu, Hongzhi Yin

IEEE Transactions on Neural Networks and Learning Systems

DOI

2022

Video Sampled Frame Category Aggregation and Consistent Representation for Cross-Modal Retrieval

Ming Jin, Huaxiang Zhang, Lei Zhu, Jiande Sun, Li Liu

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2022

Efficient Query-based Black-box Attack against Cross-modal Hashing Retrieval

Lei Zhu, Tianshi Wang, Jingjing Li, Zheng Zhang, Jialie Shen, Xinhua Wang

ACM Transactions on Information Systems

DOI

2022

Binary multi-modal matrix factorization for fast item cold-start recommendation

Chengmei Peng, Lei Zhu, Yang Xu, Yaping Li, Lei Guo

Neurocomputing

DOI

2022

TSINIT: A Two-Stage Inpainting Network for Incomplete Text

Jiande Sun, Fanfu Xue, Jing Li, Lei Zhu, Huaxiang Zhang, Jia Zhang

IEEE Transactions on Multimedia

DOI

2022

Bit-aware Semantic Transformer Hashing for Multi-modal Retrieval

Wentao Tan, Lei Zhu, Weili Guan, Jingjing Li, Zhiyong Cheng

International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)

DOI

2022

Copy Motion From One to Another: Fake Motion Video Generation

Zhenguang Liu, Sifan Wu, Chejian Xu, Xiang Wang, Lei Zhu, Shuang Wu, Fuli Feng

International Joint Conference on Artificial Intelligence

DOI

2022

Distinguishing Unseen from Seen for Generalized Zero-shot Learning

Hongzu Su, Jingjing Li, Zhi Chen, Lei Zhu, Ke Lü

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2022

Teacher-Student Learning: Efficient Hierarchical Message Aggregation Hashing for Cross-Modal Retrieval

Wentao Tan, Lei Zhu, Jingjing Li, Huaxiang Zhang, Junwei Han

IEEE Transactions on Multimedia

DOI

2022

Discriminative Visual Similarity Search with Semantically Cycle-consistent Hashing Networks

Zheng Zhang, Jianing Wang, Lei Zhu, Guangming Lu

ACM Transactions on Multimedia Computing Communications and Applications

DOI

2022

Visible–infrared person re-identification based on key-point feature extraction and optimization

Wenbo Gao, Li Liu, Lei Zhu, Huaxiang Zhang

Journal of Visual Communication and Image Representation

DOI

2022

Hierarchical Feature Aggregation Based on Transformer for Image-Text Matching

Xinfeng Dong, Huaxiang Zhang, Lei Zhu, Liqiang Nie, Li Liu

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2022

Feature-Level Attentive ICF for Recommendation

Zhiyong Cheng, Fan Liu, Shenghan Mei, Yangyang Guo, Lei Zhu, Liqiang Nie

ACM Transactions on Information Systems

DOI

2022

Coarse-to-fine dual-level attention for video-text cross modal retrieval

Ming Jin, Huaxiang Zhang, Lei Zhu, Jiande Sun, Li Liu

Knowledge-Based Systems

DOI

2022

Adversarial Mixup Ratio Confusion for Unsupervised Domain Adaptation

Mengmeng Jing, Lichao Meng, Jingjing Li, Lei Zhu, Heng Tao Shen

IEEE Transactions on Multimedia

DOI

2022

Efficient Semi-Supervised Multimodal Hashing With Importance Differentiation Regression

Chaoqun Zheng, Lei Zhu, Zheng Zhang, Jingjing Li, Xiaomei Yu

IEEE Transactions on Image Processing

DOI

2022

Interpretable Open-Set Domain Adaptation via Angular Margin Separation

Xinhao Li, Jingjing Li, Zhekai Du, Lei Zhu, Wen Li

Lecture notes in computer science

DOI

2022

Explainable discrete Collaborative Filtering

Lei Zhu, Yang Xu, Jingjing Li, Weili Guan, Zhiyong Cheng

IEEE Transactions on Knowledge and Data Engineering

DOI

2022

Deep Discrete Hashing for Label Distribution Learning

Zhen Zhang, Lei Zhu, Yaping Li, Yang Xu

IEEE Signal Processing Letters

DOI

2022

Deep Structured Graph Clustering Network

Li Sun, Zihan Wang, Yong Li, Yang Yu, Wenbo Li, Hongliang Liu, Rong Song, Lei Zhu

Communications in computer and information science

DOI

2021

MT-ORL: Multi-Task Occlusion Relationship Learning

Panhe Feng, Qi She, Lei Zhu, Jiaxin Li, Lin Zhang, Zi-Jian Feng, Chang-Hu Wang, Chun-Peng Li, Xuejing Kang, Anlong Ming

IEEE International Conference on Computer Vision

DOI

2021

HDNet: Hybrid Distance Network for semantic segmentation

Chun-Peng Li, Xuejing Kang, Lei Zhu, Lizhu Ye, Panhe Feng, Anlong Ming

Neurocomputing

DOI

2021

Flexible Multiview Spectral Clustering With Self-Adaptation

Dan Shi, Lei Zhu, Jingjing Li, Zhiyong Cheng, Zheng Zhang

IEEE Transactions on Cybernetics

DOI

2021

Embedding Hierarchical Structures for Venue Category Representation

Meng Chen, Lei Zhu, Ronghui Xu, Yang Liu, Xiaohui Yu, Yilong Yin

ACM Transactions on Information Systems

DOI

2021

Adversarial Energy Disaggregation

Zhekai Du, Jingjing Li, Lei Zhu, Ke Lü, Heng Tao Shen

ACM/IMS Transactions on Data Science

DOI

2021

ZeroNAS: Differentiable Generative Adversarial Networks Search for Zero-Shot Learning

Caixia Yan, Xiaojun Chang, Zhihui Li, Weili Guan, Zongyuan Ge, Lei Zhu, Qinghua Zheng

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2021

Graph Convolutional Multi-modal Hashing for Flexible Multimedia Retrieval

Xu Chen Lu, Lei Zhu, Li Liu, Liqiang Nie, Huaxiang Zhang

ACM International Conference on Multimedia (ACM MM)

DOI

2021

Domain Adaptive Semantic Segmentation without Source Data

Fuming You, Jingjing Li, Lei Zhu, Zhi Chen, Zi Helen Huang

ACM International Conference on Multimedia (ACM MM)

DOI

2021

Imbalanced Source-free Domain Adaptation

Xinhao Li, Jingjing Li, Lei Zhu, Guoqing Wang, Zi Helen Huang

ACM International Conference on Multimedia (ACM MM)

DOI

2021

JDMAN: Joint Discriminative and Mutual Adaptation Networks for Cross-Domain Facial Expression Recognition

Yingjian Li, Yingnan Gao, Bingzhi Chen, Zheng Zhang, Lei Zhu, Guangming Lu

ACM International Conference on Multimedia (ACM MM)

DOI

2021

Motion Prediction via Joint Dependency Modeling in Phase Space

Pengxiang Su, Zhenguang Liu, Shuang Wu, Lei Zhu, Yifang Yin, Xuanjing Shen

ACM International Conference on Multimedia (ACM MM)

DOI

2021

Two-pronged Strategy

Hui Jie Cui, Lei Zhu, Jingjing Li, Zhiyong Cheng, Zheng Zhang

ACM International Conference on Multimedia (ACM MM)

DOI

2021

Learning Transferrable and Interpretable Representations for Domain Generalization

Zhekai Du, Jingjing Li, Ke Lü, Lei Zhu, Zi Helen Huang

ACM International Conference on Multimedia (ACM MM)

DOI

2021

Efficient Multi-modal Hashing with Online Query Adaption for Multimedia Retrieval

Lei Zhu, Chaoqun Zheng, Xu Chen Lu, Zhiyong Cheng, Liqiang Nie, Huaxiang Zhang

ACM Transactions on Information Systems

DOI

2021

Multi-modal discrete tensor decomposition hashing for efficient multimedia retrieval

Xize Wu, Lei Zhu, Liang Xie, Zheng Zhang, Huaxiang Zhang

Neurocomputing

DOI

2021

Divergence-Agnostic Unsupervised Domain Adaptation by Adversarial Attacks

Jingjing Li, Zhekai Du, Lei Zhu, Zhengming Ding, Ke Lü, Heng Tao Shen

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2021

Targeted Attack of Deep Hashing Via Prototype-Supervised Adversarial Networks

Zheng Zhang, Xunguang Wang, Guangming Lu, Fumin Shen, Lei Zhu

IEEE Transactions on Multimedia

DOI

2021

Smart Contract Vulnerability Detection: From Pure Neural Network to Interpretable Graph Feature and Expert Pattern Fusion

Zhenguang Liu, Peng Qian, Xiang Wang, Lei Zhu, Qinming He, Shouling Ji

DOI

2021

DA-GCN: A Domain-aware Attentive Graph Convolution Network for Shared-account Cross-domain Sequential Recommendation

Lei Guo, Li Chuan Tang, Tong Chen, Lei Zhu, Quoc Viet Hung Nguyen, Hongzhi Yin

DOI

2021

UGRec: Modeling Directed and Undirected Relations for Recommendation

Xinxiao Zhao, Zhiyong Cheng, Lei Zhu, Jiecai Zheng, Xueqing Li

International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)

DOI

2021

Person re-identification based on multi-scale feature learning

Yueying Li, Li Liu, Lei Zhu, Huaxiang Zhang

Knowledge-Based Systems

DOI

2021

Cross-Domain Gradient Discrepancy Minimization for Unsupervised Domain Adaptation

Zhekai Du, Jingjing Li, Hongzu Su, Lei Zhu, Ke Lü

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2021

Unified Tensor Framework for Incomplete Multi-view Clustering and Missing-view Inferring

Jie Wen, Zheng Zhang, Zhao Zhang, Lei Zhu, Lunke Fei, Bob Zhang, Yong Dong Xu

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2021

Balanced Open Set Domain Adaptation via Centroid Alignment

Mengmeng Jing, Jingjing Li, Lei Zhu, Zhengming Ding, Ke Lü, Yang Yang

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2021

Label propagation with structured graph learning for semi-supervised dimension reduction

Fei Wang, Lei Zhu, Liang Xie, Zheng Zhang, Mingyang Zhong

Knowledge-Based Systems

DOI

2021

Adversarial Entropy Optimization for Unsupervised Domain Adaptation

Ao Ma, Jingjing Li, Ke Lü, Lei Zhu, Heng Tao Shen

IEEE Transactions on Neural Networks and Learning Systems

DOI

2021

Adversarial Graph Convolutional Network for Cross-Modal Retrieval

Xinfeng Dong, Li Liu, Lei Zhu, Liqiang Nie, Huaxiang Zhang

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2021

Interest-aware Message-Passing GCN for Recommendation

Fan Liu, Zhiyong Cheng, Lei Zhu, Zan Gao, Liqiang Nie

DOI

2021

Efficient inter-image relation graph neural network hashing for scalable image retrieval

Hui Jie Cui, Lei Zhu, Wentao Tan

ACM International Conference on Multimedia in Asia (MMAsia)

DOI

2021

Faster Domain Adaptation Networks

Jingjing Li, Mengmeng Jing, Hongzu Su, Ke Lü, Lei Zhu, Heng Tao Shen

IEEE Transactions on Knowledge and Data Engineering

DOI

2021

Unsupervised soft-label feature selection

Fei Wang, Lei Zhu, Jingjing Li, Haibao Chen, Huaxiang Zhang

Knowledge-Based Systems

DOI

2021

Task-adaptive Asymmetric Deep Cross-modal Hashing

Fengling Li, Tong Wang, Lei Zhu, Zheng Zhang, Xinhua Wang

Knowledge-Based Systems

DOI

2021

Investigating the Bilateral Connections in Generative Zero-Shot Learning

Jingjing Li, Mengmeng Jing, Ke Lü, Lei Zhu, Heng Tao Shen

IEEE Transactions on Cybernetics

DOI

2021

Learning a Weighted Classifier for Conditional Domain Adaptation

Fuming You, Hongzu Su, Jingjing Li, Lei Zhu, Ke Lü, Yang Yang

Knowledge-Based Systems

DOI

2021

Dual-modality hard mining triplet-center loss for visible infrared person re-identification

Xin Chen Cai, Li Liu, Lei Zhu, Huaxiang Zhang

Knowledge-Based Systems

DOI

2021

Binary Label Learning for Semi-supervised Feature Selection

Dan Shi, Lei Zhu, Jingjing Li, Zhiyong Cheng, Zhenguang Liu

IEEE Transactions on Knowledge and Data Engineering

DOI

2021

Multi-modal Discrete Collaborative Filtering for Efficient Cold-start Recommendation

Xu Yang, Lei Zhu, Zhiyong Cheng, Jingjing Li, Zheng Zhang, Huaxiang Zhang

IEEE Transactions on Knowledge and Data Engineering

DOI

2020

Dynamic Random Walk for Superpixel Segmentation

Xuejing Kang, Lei Zhu, Anlong Ming

IEEE Transactions on Image Processing

DOI

2020

An Attribute-Aware Attentive GCN Model for Attribute Missing in Recommendation

Fan Liu, Zhiyong Cheng, Lei Zhu, Chenghao Liu, Liqiang Nie

IEEE Transactions on Knowledge and Data Engineering

DOI

2020

Personalized Crowd Emotional Contagion Coupling the Virtual and Physical Cyberspace

Xiao Hong, Guijuan Zhang, Dianjie Lu, Liu Hong, Lei Zhu, Mingliang Xu

IEEE Transactions on Systems Man and Cybernetics Systems

DOI

2020

Adaptive Partial Multi-View Hashing for Efficient Social Image Retrieval

Chaoqun Zheng, Lei Zhu, Zhiyong Cheng, Jingjing Li, An-An Liu

IEEE Transactions on Multimedia

DOI

2020

Unsupervised Deep K-Means Hashing for Efficient Image Retrieval and Clustering

Xiao ming Dong, Li Liu, Lei Zhu, Zhiyong Cheng, Huaxiang Zhang

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2020

Incomplete Cross-modal Retrieval with Dual-Aligned Variational Autoencoders

Mengmeng Jing, Jingjing Li, Lei Zhu, Ke Lü, Yang Yang, Zi Helen Huang

ACM International Conference on Multimedia (ACM MM)

DOI

2020

Learning Modality-Invariant Latent Representations for Generalized Zero-shot Learning

Jingjing Li, Mengmeng Jing, Lei Zhu, Zhengming Ding, Ke Lü, Yang Yang

ACM International Conference on Multimedia (ACM MM)

DOI

2020

Fine-Grained Privacy Detection with Graph-Regularized Hierarchical Attentive Representation Learning

Xiaolin Chen, Xuemeng Song, Ruiyang Ren, Lei Zhu, Zhiyong Cheng, Liqiang Nie

ACM Transactions on Information Systems

DOI

2020

Challenging tough samples in unsupervised domain adaptation

Lin Zuo, Mengmeng Jing, Jingjing Li, Lei Zhu, Ke Lü, Yang Yang

Pattern Recognition

DOI

2020

Learning explicitly transferable representations for domain adaptation

Mengmeng Jing, Jingjing Li, Ke Lü, Lei Zhu, Yang Yang

Neural Networks

DOI

2020

Dual-Level Semantic Transfer Deep Hashing for Efficient Social Image Retrieval

Lei Zhu, Hui Jie Cui, Zhiyong Cheng, Jingjing Li, Zheng Zhang

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2020

Maximum Density Divergence for Domain Adaptation

Jingjing Li, Erpeng Chen, Zhengming Ding, Lei Zhu, Ke Lü, Heng Tao Shen

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2020

Multi-Feature Discrete Collaborative Filtering for Fast Cold-Start Recommendation

Xu Yang, Lei Zhu, Zhiyong Cheng, Jingjing Li, Jiande Sun

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2020

Adaptive Component Embedding for Domain Adaptation

Mengmeng Jing, Jidong Zhao, Jingjing Li, Lei Zhu, Yang Yang, Heng Tao Shen

IEEE Transactions on Cybernetics

DOI

2020

Multi-view feature selection via Nonnegative Structured Graph Learning

Xiangpin Bai, Lei Zhu, Cheng Liang, Jingjing Li, Xiushan Nie, Xiaojun Chang

Neurocomputing

DOI

2020

Flexible Multi-modal Hashing for Scalable Multimedia Retrieval

Lei Zhu, Xu Chen Lu, Zhiyong Cheng, Jingjing Li, Huaxiang Zhang

ACM Transactions on Intelligent Systems and Technology

DOI

2020

Deep Collaborative Multi-View Hashing for Large-Scale Image Search

Lei Zhu, Xu Chen Lu, Zhiyong Cheng, Jingjing Li, Huaxiang Zhang

IEEE Transactions on Image Processing

DOI

2020

Efficient Parameter-Free Adaptive Multi-Modal Hashing

Chaoqun Zheng, Lei Zhu, Shusen Zhang, Huaxiang Zhang

IEEE Signal Processing Letters

DOI

2020

HisRec: Bridging Heterogeneous Information Spaces for Recommendation via Attentive Embedding

Jingwei Ma, Lei Zhu, Jiahui Wen, Mingyang Zhong

Lecture notes in computer science

DOI

2019

Adaptive Occlusion Boundary Extraction for Depth Inference

Lizhu Ye, Lei Zhu, Xuejing Kang, Anlong Ming

International Conference on Information Photonics

DOI

2019

DDNet: Dual-path Decoder Network for Occlusion Relationship Reasoning

Panhe Feng, Xuejing Kang, Lizhu Ye, Lei Zhu, Chun-Peng Li, Anlong Ming

arXiv.org

2019

Robust Structured Graph Clustering

Dan Shi, Lei Zhu, Yikun Li, Jingjing Li, Xiushan Nie

IEEE Transactions on Neural Networks and Learning Systems

DOI

2019

Unsupervised Deep Cross-modal Hashing with Virtual Label Regression

Tong Wang, Lei Zhu, Zhiyong Cheng, Jingjing Li, Zan Gao

Neurocomputing

DOI

2019

Residual Graph Convolutional Networks for Zero-Shot Learning

Jiwei Wei, Yang Yang, Jingjing Li, Lei Zhu, Lin Zuo, Heng Tao Shen

ACM Multimedia Asia (MMAsia)

DOI

2019

MoBoost

Xingbo Liu, Xiushan Nie, Xiaoming Xi, Lei Zhu, Yilong Yin

ACM International Conference on Information and Knowledge Management (CIKM)

DOI

2019

Robust optimal graph clustering

Fei Wang, Lei Zhu, Cheng Liang, Jingjing Li, Xiaojun Chang, Ke Lü

Neurocomputing

DOI

2019

Flexible Online Multi-modal Hashing for Large-scale Multimedia Retrieval

Xu Chen Lu, Lei Zhu, Zhiyong Cheng, Jingjing Li, Xiushan Nie, Huaxiang Zhang

ACM International Conference on Multimedia (ACM MM)

DOI

2019

Personalized Hashtag Recommendation for Micro-videos

Yinwei Wei, Zhiyong Cheng, Xuzheng Yu, Zhou Zhao, Lei Zhu, Liqiang Nie

ACM International Conference on Multimedia (ACM MM)

DOI

2019

Alleviating Feature Confusion for Generative Zero-shot Learning

Jingjing Li, Mengmeng Jing, Ke Lü, Lei Zhu, Yang Yang, Zi Helen Huang

ACM International Conference on Multimedia (ACM MM)

DOI

2019

Cycle-consistent Conditional Adversarial Transfer Networks

Jingjing Li, Erpeng Chen, Zhengming Ding, Lei Zhu, Ke Lü, Zi Helen Huang

ACM International Conference on Multimedia (ACM MM)

DOI

2019

Efficient Supervised Discrete Multi-View Hashing for Large-Scale Multimedia Search

Xu Chen Lu, Lei Zhu, Jingjing Li, Huaxiang Zhang, Heng Tao Shen

IEEE Transactions on Multimedia

DOI

2019

Scalable Deep Hashing for Large-Scale Social Image Retrieval

Hui Jie Cui, Lei Zhu, Jingjing Li, Yang Yang, Liqiang Nie

IEEE Transactions on Image Processing

DOI

2019

Supervised Short-Length Hashing

Xingbo Liu, Xiushan Nie, Quan Zhou, Xiaoming Xi, Lei Zhu, Yilong Yin

International Joint Conference on Artificial Intelligence

DOI

2019

Online Multi-modal Hashing with Dynamic Query-adaption

Xu Chen Lu, Lei Zhu, Zhiyong Cheng, Liqiang Nie, Huaxiang Zhang

International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)

DOI

2019

From Zero-Shot Learning to Cold-Start Recommendation

Jingjing Li, Mengmeng Jing, Ke Lü, Lei Zhu, Yang Yang, Zi Helen Huang

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2019

Explicit Interaction Model towards Text Classification

Cunxiao Du, Zhaozheng Chen, Fuli Feng, Lei Zhu, Tian Gan, Liqiang Nie

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2019

Fusion-Supervised Deep Cross-Modal Hashing

Li Wang, Lei Zhu, En Yu, Jiande Sun, Huaxiang Zhang

IEEE International Conference on Multimedia and Expo (ICME)

DOI

2019

Locality Preserving Joint Transfer for Domain Adaptation

Jingjing Li, Mengmeng Jing, Ke Lü, Lei Zhu, Heng Tao Shen

IEEE Transactions on Image Processing

DOI

2019

Leveraging the Invariant Side of Generative Zero-Shot Learning

Jingjing Li, Mengmeng Jing, Ke Lü, Zhengming Ding, Lei Zhu, Zi Helen Huang

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2019

Adversarial cross-modal retrieval based on dictionary learning

Fei Shang, Huaxiang Zhang, Lei Zhu, Jiande Sun

Neurocomputing

DOI

2019

Fast Discrete Collaborative Multi-Modal Hashing for Large-Scale Multimedia Retrieval

Chaoqun Zheng, Lei Zhu, Xu Chen Lu, Jingjing Li, Zhiyong Cheng, Hanwang Zhang

IEEE Transactions on Knowledge and Data Engineering

DOI

2019

Joint Multi-View Hashing for Large-Scale Near-Duplicate Video Retrieval

Xiushan Nie, Weizhen Jing, Chaoran Cui, Chen Zhang, Lei Zhu, Yilong Yin

IEEE Transactions on Knowledge and Data Engineering

DOI

2019

MMALFM

Zhiyong Cheng, Xiaojun Chang, Lei Zhu, Rose Kanjirathinkal, Mohan Kankanhalli

ACM Transactions on Information Systems

DOI

2019

Leveraging the Invariant Side of Generative Zero-Shot Learning

Jingjing Li, Mengmeng Jing, Ke Lü, Zhengming Ding, Lei Zhu, Zi Helen Huang

IUScholarWorks (Indiana University)

2018

Dynamic Random Walk for Superpixel Segmentation

Lei Zhu, Xuejing Kang, Anlong Ming, Xuesong Zhang

Asian Conference on Computer Vision

DOI

2018

Discrete Optimal Graph Clustering

Yudong Han, Lei Zhu, Zhiyong Cheng, Jingjing Li, Xiaobai Liu

IEEE Transactions on Cybernetics

DOI

2018

Weighted locality collaborative representation based on sparse subspace

Xiao ming Dong, Huaxiang Zhang, Lei Zhu, Wenbo Wan, Zhenhua Wang, Qiang Wang, Peilian Guo, Hui Ji, Jiande Sun

Journal of Visual Communication and Image Representation

DOI

2018

Fast Discrete Cross-modal Hashing With Regressing From Semantic Labels

Xingbo Liu, Xiushan Nie, Wenjun Zeng, Chaoran Cui, Lei Zhu, Yilong Yin

ACM International Conference on Multimedia (ACM MM)

DOI

2018

I read, I saw, I tell

Jingjing Li, Lei Zhu, Zi Helen Huang, Ke Lü, Jidong Zhao

ACM International Conference on Multimedia (ACM MM)

DOI

2018

Distribution-Oriented Aesthetics Assessment With Semantic-Aware Hybrid Network

Chaoran Cui, Huihui Liu, Tao Lian, Liqiang Nie, Lei Zhu, Yilong Yin

IEEE Transactions on Multimedia

DOI

2018

Heterogeneous Domain Adaptation Through Progressive Alignment

Jingjing Li, Ke Lü, Zi Helen Huang, Lei Zhu, Heng Tao Shen

IEEE Transactions on Neural Networks and Learning Systems

DOI

2018

Unsupervised multi-view feature extraction with dynamic graph learning

Dan Shi, Lei Zhu, Zhiyong Cheng, Zhihui Li, Huaxiang Zhang

Journal of Visual Communication and Image Representation

DOI

2018

Efficient discrete latent semantic hashing for scalable cross-modal retrieval

Xu Chen Lu, Lei Zhu, Zhiyong Cheng, Xuemeng Song, Huaxiang Zhang

Signal Processing

DOI

2018

Efficient weakly-supervised discrete hashing for large-scale social image retrieval

Hui Jie Cui, Lei Zhu, Chaoran Cui, Xiushan Nie, Huaxiang Zhang

Pattern Recognition Letters

DOI

2018

Revisiting Jump-Diffusion Process for Visual Tracking: A Reinforcement Learning Approach

Xiaobai Liu, Qian Xu, Thuan Chau, Yadong Mu, Lei Zhu, Shuicheng Yan

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2018

A^3NCF: An Adaptive Aspect Attention Model for Rating Prediction

Zhiyong Cheng, Ying Ding, Xiangnan He, Lei Zhu, Xuemeng Song, Mohan Kankanhalli

International Joint Conference on Artificial Intelligence

DOI

2018

Adaptive Collaborative Similarity Learning for Unsupervised Multi-view Feature Selection

Xiao ming Dong, Lei Zhu, Xuemeng Song, Jingjing Li, Zhiyong Cheng

International Joint Conference on Artificial Intelligence

DOI

2018

Joint feature selection and graph regularization for modality-dependent cross-modal retrieval

Li Wang, Lei Zhu, Xiao ming Dong, Li Liu, Jiande Sun, Huaxiang Zhang

Journal of Visual Communication and Image Representation

DOI

2018

Transfer Independently Together: A Generalized Framework for Domain Adaptation

Jingjing Li, Ke Lü, Zi Helen Huang, Lei Zhu, Heng Tao Shen

IEEE Transactions on Cybernetics

DOI

2018

Cross-media retrieval with collective deep semantic learning

Bin Zhang, Lei Zhu, Jiande Sun, Huaxiang Zhang

Multimedia Tools and Applications

DOI

2018

Aspect-Aware Latent Factor Model

Zhiyong Cheng, Ying Ding, Lei Zhu, Mohan Kankanhalli

DOI

2018

Exploring Auxiliary Context: Discrete Semantic Transfer Hashing for Scalable Image Retrieval

Lei Zhu, Zi Helen Huang, Zhihui Li, Liang Xie, Heng Tao Shen

IEEE Transactions on Neural Networks and Learning Systems

DOI

2018

Exploring the Cross-Domain Action Recognition Problem by Deep Feature Learning and Cross-Domain Learning

Zan Gao, T. T. Han, Lei Zhu, Hua Zhang, Yinglong Wang

IEEE Access

DOI

2018

Task-Dependent and Query-Dependent Subspace Learning for Cross-Modal Retrieval

Li Wang, Lei Zhu, En Yu, Jiande Sun, Huaxiang Zhang

IEEE Access

DOI

2018

Discrete Binary Hashing Towards Efficient Fashion Recommendation

Luyao Liu, Xingzhong Du, Lei Zhu, Fumin Shen, Zi Helen Huang

Lecture notes in computer science

DOI

2017

A Stochastic Attribute Grammar for Robust Cross-View Human Tracking

Xiaobai Liu, Yuanlu Xu, Lei Zhu, Yadong Mu

IEEE Transactions on Circuits and Systems for Video Technology

DOI

精选作品

期刊论文

SegMamba-V2: Long-Range Sequential Modeling Mamba for General 3-D Medical Image Segmentation

SynerDetect: Hierarchical Synergistic Learning for Generalizable AI-Generated Image Detection

Autoregressive-Conditioned Diffusion for Semi-Supervised Thyroid Ultrasound Segmentation with Optical Flow-Based Pseudo Labels

HRVVS: A High-resolution Video Vasculature Segmentation Network via Hierarchical Autoregressive Residual Priors

Artificial Intelligence in Medicine: 23rd International Conference, AIME 2025, Pavia, Italy, June 23–26, 2025, Proceedings, Part II

Toward Medical Deepfake Detection: A Comprehensive Dataset and Novel Method

FSA-Net: Fractal-Driven Synergistic Anatomy-Aware Network for Segmenting White Line of Toldt in Laparoscopic Images

Diff-UNet: A diffusion embedded network for robust 3D medical image segmentation

Detect Any Mirrors: Boosting Learning Reliability on Large-Scale Unlabeled Data with an Iterative Data Engine

HybridMamba: A Dual-Domain Mamba for 3D Medical Image Segmentation

Surgical-MambaLLM: Mamba2-Enhanced Multimodal Large Language Model for VQLA in Robotic Surgery

HADiff: hierarchy aggregated diffusion model for pathology image segmentation

Automated Prompting for Non-Overlapping Cross-Domain Sequential Recommendation

MSPL: Multi-granularity Semantic Prototype Learning for occluded person re-identification

Attention Guidance by Cross-Domain Supervision Signals for Scene Text Recognition

资源受限的大模型高效迁移学习算法研究综述

DRIVE: Dual-Robustness via Information Variability and Entropic Consistency in Source-Free Unsupervised Domain Adaptation

HilbertMamba: Local-Global Reciprocal Network for Uterine Fibroid Segmentation in Ultrasound Videos

Vivim: a Video Vision Mamba for Medical Video Object Segmentation

RainMamba: Enhanced Locality Learning with State Space Models for Video Deraining

Genuine Knowledge from Practice: Diffusion Test-Time Adaptation for Video Adverse Weather Removal

Heterogeneous Generative Tokens and Distance-Aware Recovery Network for Occluded Person Re-Identification

ANAGL: A Noise-Resistant and Anti-Sparse Graph Learning for Micro-Video Recommendation

Cross-Domain Transfer Hashing for Efficient Cross-Modal Retrieval

Invisible Black-Box Backdoor Attack against Deep Cross-Modal Hashing Retrieval

Ecarnet: enhanced clue-ambiguity reasoning network for multimodal fake news detection

MCRPL: A Pretrain, Prompt, and Fine-tune Paradigm for Non-overlapping Many-to-one Cross-domain Recommendation

Temporal Social Graph Network Hashing for Efficient Recommendation

LCEMH: Label Correlation Enhanced Multi-modal Hashing for efficient multi-modal retrieval

SRDPR: Social Relation-driven Dynamic network for Personalized micro-video Recommendation

基于人脸部件掩膜的自监督三维人脸重建

DilatedFormer: dilated granularity transformer network for placental maturity grading in ultrasound

BiFormer: Vision Transformer with Bi-Level Routing Attention

GeoSpark: Sparking up Point Cloud Segmentation with Geometry Clue

Adaptive locality sensitive analysis representation learning via K-SVD algorithm

Distribution Aligned Diffusion and Prototype-guided network for Unsupervised Domain Adaptive Segmentation

Incomplete Cross-Modal Retrieval with Deep Correlation Transfer

Adversarial Source Generation for Source-Free Domain Adaptation

Prototype-guided Knowledge Transfer for Federated Unsupervised Cross-modal Hashing

Noise-Robust Continual Test-Time Domain Adaptation

Task-Adversarial Adaptation for Multi-modal Recommendation

GraphCA: Learning from Graph Counterfactual Augmentation for Knowledge Tracing

DA-DAN: A Dual Adversarial Domain Adaption Network for Unsupervised Non-overlapping Cross-domain Recommendation

When CLIP meets cross-modal hashing retrieval: A new strong baseline

A Semantic Perception and CNN-Transformer Hybrid Network for Occluded Person Re-Identification

Online Query Expansion Hashing for Efficient Image Retrieval

Multi-level adversarial attention cross-modal hashing

Effective Occlusion Suppression Network via Grouped Pose Estimation for Occluded Person Re-Identification

Mutual-Enhanced Incongruity Learning Network for Multi-Modal Sarcasm Detection

Cross-Domain Adaptative Learning for Online Advertisement Customer Lifetime Value Prediction

Multi-Modal Hashing for Efficient Multimedia Retrieval: A Survey

Talking Face Generation With Audio-Deduced Emotional Landmarks

Multi-Behavior Recommendation with Cascading Graph Convolution Networks

Adaptive Collaborative Soft Label Learning for Unsupervised Multi-View Feature Selection

Targeted Adversarial Attack Against Deep Cross-Modal Hashing Retrieval

Deep collaborative graph hashing for discriminative image retrieval

Classification Certainty Maximization for Unsupervised Domain Adaptation

Dual-Aligned Feature Confusion Alleviation for Generalized Zero-Shot Learning

Feature generation based on relation learning and image partition for occluded person re-identification

Unsupervised Adaptive Feature Selection With Binary Hashing

Partial Multi-Modal Hashing via Neighbor-Aware Completion Learning

基于单幅图像的三维人脸重建深度学习算法研究

Medical Image Analysis

Refine-FPN: Instance Segmentation Based on a Non-local Multi-feature Aggregation Mechanism

Explored Normalized Cut With Random Walk Refining Term for Image Segmentation

Uneven Bi-Classifier Learning for Domain Adaptation

Multi-level Attention-based Domain Disentanglement for BCDR

Attribute-aware style adaptation for person re-identification

Semi-supervised feature selection with soft label learning

Who is gambling? Finding cryptocurrency gamblers using multi-modal retrieval methods

Work Together: Correlation-Identity Reconstruction Hashing for Unsupervised Cross-Modal Retrieval

Inconsistency Distillation For Consistency:Enhancing Multi-View Clustering via Mutual Contrastive Teacher-Student Leaning

Energy-Based Domain Generalization for Face Anti-Spoofing

Source-Free Active Domain Adaptation via Energy-Based Locality Preserving Transfer

Pixel Exclusion: Uncertainty-aware Boundary Discovery for Active Cross-Domain Semantic Segmentation

Webly Supervised Image Hashing with Lightweight Semantic Transfer Network

Time Interval-Enhanced Graph Neural Network for Shared-Account Cross-Domain Sequential Recommendation

Video Sampled Frame Category Aggregation and Consistent Representation for Cross-Modal Retrieval