Correlated topic model for image annotation. - Xing Xu 001; Atsushi Shimada 001; Rin-Ichiro Taniguchi (FCV, 2013)

Image Annotation by Learning Label-Specific Distance Metrics. - Xing Xu 001; Atsushi Shimada 001; Rin-Ichiro Taniguchi (ICIAP (1), 2013)

Latent topic model for image annotation by modeling topic correlation. - Xing Xu 001; Atsushi Shimada 001; Rin-Ichiro Taniguchi (ICME, 2013)

Exploring Image Specific Structured Loss for Image Annotation with Incomplete Labelling. - Xing Xu 001; Atsushi Shimada 001; Rin-Ichiro Taniguchi (ACCV (1), 2014)

MLIA at ImageCLFE 2014 Scalable Concept Image Annotation Challenge. - Xing Xu 001; Atsushi Shimada 001; Rin-Ichiro Taniguchi (CLEF (Working Notes), 2014)

Tag completion with defective tag assignments via image-tag re-weighting. - Xing Xu 001; Atsushi Shimada 001; Rin-Ichiro Taniguchi (ICME, 2014)

Query expansion with pairwise learning in object retrieval challenge. - Hao Liu; Atsushi Shimada 001; Xing Xu 001; Hajime Nagahara; Hideaki Uchiyama; Rin-Ichiro Taniguchi (FCV, 2015)

Coupled dictionary learning and feature mapping for cross-modal retrieval. - Xing Xu 001; Atsushi Shimada 001; Rin-Ichiro Taniguchi; Li He 001 (ICME, 2015)

Semi-supervised Coupled Dictionary Learning for Cross-modal Retrieval in Internet Images and Texts. - Xing Xu 001; Yang Yang 002; Atsushi Shimada 001; Rin-Ichiro Taniguchi; Li He 001 (ACM Multimedia, 2015)

Multi-cue Information Fusion for Two-Layer Activity Recognition. - Yanli Ji; Jiaming Li; Hong Cheng 002; Xing Xu 001; Jingkuan Song (ACCV Workshops (3), 2016)

Underwater image descattering and quality assessment. - Huimin Lu 001; Yujie Li 001; Xing Xu 001; Li He 001; Yun Li 010; Donald G. Dansereau; Seiichi Serikawa (ICIP, 2016)

Discriminant Cross-modal Hashing. - Xing Xu 001; Fumin Shen; Yang Yang 002; Heng Tao Shen (ICMR, 2016)

Bidirectional Long-Short Term Memory for Video Description. - Yi Bin; Yang Yang 002; Fumin Shen; Xing Xu 001; Heng Tao Shen (ACM Multimedia, 2016)

Attention-based LSTM with Semantic Consistency for Videos Captioning. - Zhao Guo; Lianli Gao; Jingkuan Song; Xing Xu 001; Jie Shao 001; Heng Tao Shen (ACM Multimedia, 2016)

Cross-modal Retrieval with Label Completion. - Xing Xu 001; Fumin Shen; Yang Yang 002; Heng Tao Shen; Li He 001; Jingkuan Song (ACM Multimedia, 2016)

Bidirectional Long-Short Term Memory for Video Description. - Yi Bin; Yang Yang 002; Zi Huang; Fumin Shen; Xing Xu 001; Heng Tao Shen (CoRR, 2016)

Combining multi-representation for multimedia event detection using co-training. - Yi Bin; Yang Yang 002; Fumin Shen; Xing Xu 001 (Neurocomputing, 2016)

Learning unified binary codes for cross-modal retrieval via latent semantic hashing. - Xing Xu 001; Li He 001; Atsushi Shimada 001; Rin-Ichiro Taniguchi; Huimin Lu 001 (Neurocomputing, 2016)

Underwater image enhancement method using weighted guided trigonometric filtering and artificial light correction. - Huimin Lu 001; Yujie Li 001; Xing Xu 001; Jian-Ru Lin; Zhifei Liu; Xin Li 034; Jianmin Yang; Seiichi Serikawa (J. Vis. Commun. Image Represent., 2016)

Learning multi-task local metrics for image annotation. - Xing Xu 001; Atsushi Shimada 001; Hajime Nagahara; Rin-Ichiro Taniguchi (Multim. Tools Appl., 2016)

Jointly Learning Attentions with Semantic Cross-Modal Correlation for Visual Question Answering. - Liangfu Cao; Lianli Gao; Jingkuan Song; Xing Xu 001; Heng Tao Shen (ADC, 2017)

Matrix Tri-Factorization with Manifold Regularizations for Zero-Shot Learning. - Xing Xu 001; Fumin Shen; Yang Yang 002; Dongxiang Zhang; Heng Tao Shen; Jingkuan Song (CVPR, 2017)

Exploiting Concept Correlation with Attributes for Semantic Binary Representation Learning. - Haiping Wu; Yang Yang 002; Xing Xu 001; Fumin Shen; Ning Xie 003; Yanli Ji (ICIMCS, 2017)

Unsupervised cross-modal retrieval through adversarial learning. - Li He 001; Xing Xu 001; Huimin Lu 001; Yang Yang 002; Fumin Shen; Heng Tao Shen (ICME, 2017)

Asymmetric sparse hashing. - Xin Gao 001; Fumin Shen; Yang Yang 002; Xing Xu 001; Hanxi Li; Heng Tao Shen (ICME, 2017)

Attribute hashing for zero-shot image retrieval. - Yahui Xu; Yang Yang 002; Fumin Shen; Xing Xu 001; Yuxuan Zhou; Heng Tao Shen (ICME, 2017)

Transductive Visual-Semantic Embedding for Zero-shot Learning. - Xing Xu 001; Fumin Shen; Yang Yang 002; Jie Shao 001; Zi Huang (ICMR, 2017)

Adversarial Cross-Modal Retrieval. - Bokun Wang; Yang Yang 002; Xing Xu 001; Alan Hanjalic; Heng Tao Shen (ACM Multimedia, 2017)

A System for Spatiotemporal Anomaly Localization in Surveillance Videos. - Huimin Wu 001; Jie Shao 001; Xing Xu 001; Fumin Shen; Heng Tao Shen (ACM Multimedia, 2017)

Spatial Verification via Compact Words for Mobile Instance Search. - Bo Wang; Jie Shao 001; Chengkun He; Gang Hu 004; Xing Xu 001 (MMM (2), 2017)

Non-Linear Matrix Completion for Social Image Tagging. - Xing Xu 001; Li He 001; Huimin Lu 001; Atsushi Shimada 001; Rin-Ichiro Taniguchi (IEEE Access, 2017)

Wound intensity correction and segmentation with convolutional neural networks. - Huimin Lu 001; Bin Li 006; Junwu Zhu; Yujie Li 001; Yun Li 010; Xing Xu 001; Li He 001; Xin Li 034; Jianru Li; Seiichi Serikawa (Concurr. Comput. Pract. Exp., 2017)

Deep Region Hashing for Efficient Large-scale Instance Search from Images. - Jingkuan Song; Tao He 007; Lianli Gao; Xing Xu 001; Heng Tao Shen (CoRR, 2017)

Supervised hashing with adaptive discrete optimization for multimedia retrieval. - Sixiu Chen; Fumin Shen; Yang Yang 002; Xing Xu 001; Jingkuan Song (Neurocomputing, 2017)

Exploiting score distribution for heterogenous feature fusion in image classification. - Chengkun He; Jie Shao 001; Xing Xu 001; Deqiang Ouyang; Lianli Gao (Neurocomputing, 2017)

Kernel based latent semantic sparse hashing for large-scale retrieval from heterogeneous data sources. - Xiangpeng Li; Lianli Gao; Xing Xu 001; Jie Shao 001; Fumin Shen; Jingkuan Song (Neurocomputing, 2017)

Large-scale image retrieval with supervised sparse hashing. - Yan Xu 009; Fumin Shen; Xing Xu 001; Lianli Gao; Yuan Wang 003; Xiao Tan 001 (Neurocomputing, 2017)

Learning Discriminative Binary Codes for Large-scale Cross-modal Retrieval. - Xing Xu 001; Fumin Shen; Yang Yang 002; Heng Tao Shen; Xuelong Li 001 (IEEE Trans. Image Process., 2017)

Video Captioning With Attention-Based LSTM and Semantic Consistency. - Lianli Gao; Zhao Guo; Hanwang Zhang; Xing Xu 001; Heng Tao Shen (IEEE Trans. Multim., 2017)

Binary Generative Adversarial Networks for Image Retrieval. - Jingkuan Song; Tao He 007; Lianli Gao; Xing Xu 001; Alan Hanjalic; Heng Tao Shen (AAAI, 2018)

Deep Region Hashing for Generic Instance Search from Images. - Jingkuan Song; Tao He 007; Lianli Gao; Xing Xu 001; Heng Tao Shen (AAAI, 2018)

Index and Retrieve Multimedia Data: Cross-Modal Hashing by Learning Subspace Relation. - Luchen Liu; Yang Yang 002; Mengqiu Hu; Xing Xu 001; Fumin Shen; Ning Xie 003; Zi Huang (DASFAA (2), 2018)

Domain separation network for cross-modal retrieval. - Chenlu Liu; Huimin Lu 001; Hao Wei; Xing Xu 001; Yanli Ji (ICIMCS, 2018)

Dual Learning for Visual Question Generation. - Xing Xu 001; Jingkuan Song; Huimin Lu 001; Li He 001; Yang Yang 002; Fumin Shen (ICME, 2018)

Modal-adversarial Semantic Learning Network for Extendable Cross-modal Retrieval. - Xing Xu 001; Jingkuan Song; Huimin Lu 001; Yang Yang 002; Fumin Shen; Zi Huang (ICMR, 2018)

Pseudo Transfer with Marginalized Corrupted Attribute for Zero-shot Learning. - Teng Long 002; Xing Xu 001; Youyou Li; Fumin Shen; Jingkuan Song; Heng Tao Shen (ACM Multimedia, 2018)

Cumulative Nets for Edge Detection. - Jingkuan Song; Zhilong Zhou; Lianli Gao; Xing Xu 001; Heng Tao Shen (ACM Multimedia, 2018)

Domain Invariant Subspace Learning for Cross-Modal Retrieval. - Chenlu Liu; Xing Xu 001; Yang Yang 002; Huimin Lu 001; Fumin Shen; Yanli Ji (MMM (2), 2018)

FDCNet: filtering deep convolutional network for marine organism classification. - Huimin Lu 001; Yujie Li 001; Tomoki Uemura; Zongyuan Ge; Xing Xu 001; Li He 001; Seiichi Serikawa; Hyoungseop Kim (Multim. Tools Appl., 2018)

Semantic binary coding for visual recognition via joint concept-attribute modelling. - Xing Xu 001; Haiping Wu; Yang Yang 002; Fumin Shen; Ning Xie 003; Yanli Ji (Multim. Tools Appl., 2018)

Zero-shot learning via discriminative representation extraction. - Teng Long 002; Xing Xu 001; Fumin Shen; Li Liu 004; Ning Xie 003; Yang Yang 002 (Pattern Recognit. Lett., 2018)

One-shot learning based pattern transition map for action early recognition. - Yanli Ji; Yang Yang 002; Xing Xu 001; Heng Tao Shen (Signal Process., 2018)

Recognition and Detection of Two-Person Interactive Actions Using Automatically Selected Skeleton Features. - Huimin Wu 001; Jie Shao 001; Xing Xu 001; Yanli Ji; Fumin Shen; Heng Tao Shen (IEEE Trans. Hum. Mach. Syst., 2018)

Perceptual Pyramid Adversarial Networks for Text-to-Image Synthesis. - Lianli Gao; Daiyuan Chen; Jingkuan Song; Xing Xu 001; Dongxiang Zhang; Heng Tao Shen (AAAI, 2019)

Deliberate Attention Networks for Image Captioning. - Lianli Gao; Kaixuan Fan; Jingkuan Song; Xianglong Liu 001; Xing Xu 001; Heng Tao Shen (AAAI, 2019)

Template-Based Math Word Problem Solvers with Recursive Neural Networks. - Lei Wang 185; Dongxiang Zhang; Jipeng Zhang; Xing Xu 001; Lianli Gao; Bing Tian Dai; Heng Tao Shen (AAAI, 2019)

Learning to create multi-stylized Chinese character fonts by generative adversarial networks. - Jiefu Chen; Xing Xu 001; Yanli Ji; Hua Chen (ACM TUR-C, 2019)

Sequence-To-Sequence Domain Adaptation Network for Robust Text Image Recognition. - Yaping Zhang; Shuai Nie; Wenju Liu; Xing Xu 001; Dongxiang Zhang; Heng Tao Shen (CVPR, 2019)

Learnable Aggregating Net with Diversity Learning for Video Question Answering. - Xiangpeng Li; Lianli Gao; Xuanhan Wang; Wu Liu; Xing Xu 001; Heng Tao Shen; Jingkuan Song (ACM Multimedia, 2019)

Matching Images and Text with Multi-modal Tensor Fusion and Re-ranking. - Tan Wang; Xing Xu 001; Yang Yang 002; Alan Hanjalic; Heng Tao Shen; Jingkuan Song (ACM Multimedia, 2019)

Generative Reconstructive Hashing for Incomplete Video Analysis. - Jingyi Zhang 005; Zhen Wei; Ionut Cosmin Duta; Fumin Shen; Li Liu 004; Fan Zhu 001; Xing Xu 001; Ling Shao 001; Heng Tao Shen (ACM Multimedia, 2019)

Cooperative Cross-Stream Network for Discriminative Action Representation. - Jingran Zhang; Fumin Shen; Xing Xu 001; Heng Tao Shen (CoRR, 2019)

Learning one-to-many stylised Chinese character transformation and generation by generative adversarial networks. - Jiefu Chen; Yanli Ji; Hua Chen; Xing Xu 001 (IET Image Process., 2019)

Word-to-region attention network for visual question answering. - Liang Peng; Yang Yang 002; Yi Bin; Ning Xie 003; Fumin Shen; Yanli Ji; Xing Xu 001 (Multim. Tools Appl., 2019)

Fusion by synthesizing: A multi-view deep neural network for zero-shot recognition. - Xing Xu 001; Xiang Zhou 005; Fumin Shen; Lianli Gao; Heng Tao Shen; Xuelong Li 001 (Signal Process., 2019)

Deep adversarial metric learning for cross-modal retrieval. - Xing Xu 001; Li He 001; Huimin Lu 001; Lianli Gao; Yanli Ji (World Wide Web, 2019)

Learning Cross-Aligned Latent Embeddings for Zero-Shot Cross-Modal Retrieval. - Kaiyi Lin; Xing Xu 001; Lianli Gao; Zheng Wang 044; Heng Tao Shen (AAAI, 2020)

Universal Weighting Metric Learning for Cross-Modal Matching. - Jiwei Wei; Xing Xu 001; Yang Yang 002; Yanli Ji; Zheng Wang 044; Heng Tao Shen (CVPR, 2020)

What Machines See Is Not What They Get: Fooling Scene Text Recognition Models With Adversarial Text Images. - Xing Xu 001; Jiefu Chen; Jinhui Xiao; Lianli Gao; Fumin Shen; Heng Tao Shen (CVPR, 2020)

Fooled by Imagination: Adversarial Attack to Image Captioning Via Perturbation in Complex Domain. - Shaofeng Zhang; Zheng Wang 044; Xing Xu 001; Xiang Guan; Yang Yang 002 (ICME, 2020)

Ocean: A Dual Learning Approach For Generalized Zero-Shot Sketch-Based Image Retrieval. - Jiawen Zhu; Xing Xu 001; Fumin Shen; Roy Ka-Wei Lee; Zheng Wang 044; Heng Tao Shen (ICME, 2020)

CC-LSTM: Cross and Conditional Long-Short Time Memory for Video Captioning. - Jiangbo Ai; Yang Yang 002; Xing Xu 001; Jie Zhou 001; Heng Tao Shen (ICPR Workshops (6), 2020)

Hearing like Seeing: Improving Voice-Face Interactions and Associations via Adversarial Deep Semantic Matching Network. - Kai Cheng; Xin Liu 011; Yiu-ming Cheung; Rui Wang; Xing Xu 001; Bineng Zhong (ACM Multimedia, 2020)

Learning Optimization-based Adversarial Perturbations for Attacking Sequential Recognition Models. - Xing Xu 001; Jiefu Chen; Jinhui Xiao; Zheng Wang 044; Yang Yang 002; Heng Tao Shen (ACM Multimedia, 2020)

Temporal Denoising Mask Synthesis Network for Learning Blind Video Temporal Consistency. - Yifeng Zhou; Xing Xu 001; Fumin Shen; Lianli Gao; Huimin Lu 001; Heng Tao Shen (ACM Multimedia, 2020)

Multi-level expression guided attention network for referring expression comprehension. - Liang Peng; Yang Yang 002; Xing Xu 001; Jingjing Li 001; Xiaofeng Zhu 001 (MMAsia, 2020)

Self-supervised adversarial learning for cross-modal retrieval. - Yangchao Wang; Shiyuan He; Xing Xu 001; Yang Yang 002; Jingjing Li 001; Heng Tao Shen (MMAsia, 2020)

Graph-based variational auto-encoder for generalized zero-shot learning. - Jiwei Wei; Yang Yang 002; Xing Xu 001; Yanli Ji; Xiaofeng Zhu 001; Heng Tao Shen (MMAsia, 2020)

Scene graph generation via multi-relation classification and cross-modal attention coordinator. - Xiaoyi Zhang; Zheng Wang 044; Xing Xu 001; Jiwei Wei; Yang Yang 002 (MMAsia, 2020)

3D Self-Attention for Unsupervised Video Quantization. - Jingkuan Song; Ruimin Lang; Xiaosu Zhu; Xing Xu 001; Lianli Gao; Heng Tao Shen (SIGIR, 2020)

Correlated Features Synthesis and Alignment for Zero-shot Cross-modal Retrieval. - Xing Xu 001; Kaiyi Lin; Huimin Lu 001; Lianli Gao; Heng Tao Shen (SIGIR, 2020)

Cognitive visual anomaly detection with constrained latent representations for industrial inspection robot. - Jie Li; Xing Xu 001; Lianli Gao; Zheng Wang 044; Jie Shao 001 (Appl. Soft Comput., 2020)

Unified Binary Generative Adversarial Network for Image Retrieval and Compression. - Jingkuan Song; Tao He 007; Lianli Gao; Xing Xu 001; Alan Hanjalic; Heng Tao Shen (Int. J. Comput. Vis., 2020)

Question-Led object attention for visual question answering. - Lianli Gao; Liangfu Cao; Xing Xu 001; Jie Shao 001; Jingkuan Song (Neurocomputing, 2020)

Similarity preserving feature generating networks for zero-shot learning. - Yuanbo Ma; Xing Xu 001; Fumin Shen; Heng Tao Shen (Neurocomputing, 2020)

A Novel Vehicle Tracking ID Switches Algorithm for Driving Recording Sensors. - Yun Zhao; Xiang Zhou 005; Xing Xu 001; Zeyu Jiang; Fupeng Cheng; Jiahui Tang; Yuan Shen (Sensors, 2020)

Ternary Adversarial Networks With Self-Supervision for Zero-Shot Cross-Modal Retrieval. - Xing Xu 001; Huimin Lu 001; Jingkuan Song; Yang Yang 002; Heng Tao Shen; Xuelong Li 001 (IEEE Trans. Cybern., 2020)

A Context Knowledge Map Guided Coarse-to-Fine Action Recognition. - Yanli Ji; Yue Zhan; Yang Yang 002; Xing Xu 001; Fumin Shen; Heng Tao Shen (IEEE Trans. Image Process., 2020)

Temporal Reasoning Graph for Activity Recognition. - Jingran Zhang; Fumin Shen; Xing Xu 001; Heng Tao Shen (IEEE Trans. Image Process., 2020)

Cross-Modal Attention With Semantic Consistence for Image-Text Matching. - Xing Xu 001; Tan Wang; Yang Yang 002; Lin Zuo; Fumin Shen; Heng Tao Shen (IEEE Trans. Neural Networks Learn. Syst., 2020)

Enhancing Audio-Visual Association with Self-Supervised Curriculum Learning. - Jingran Zhang; Xing Xu 001; Fumin Shen; Huimin Lu 001; Xin Liu 011; Heng Tao Shen (AAAI, 2021)

Partial Feature Selection and Alignment for Multi-Source Domain Adaptation. - Yangye Fu; Ming Zhang; Xing Xu 001; Zuo Cao; Chao Ma; Yanli Ji; Kai Zuo; Huimin Lu 001 (CVPR, 2021)

Multi-Stage Aggregated Transformer Network for Temporal Language Localization in Videos. - Mingxing Zhang; Yang Yang 002; Xinghan Chen; Yanli Ji; Xing Xu 001; Jingjing Li 001; Heng Tao Shen (CVPR, 2021)

From General to Specific: Informative Scene Graph Generation via Balance Adjustment. - Yuyu Guo 001; Lianli Gao; Xuanhan Wang; Yuxuan Hu; Xing Xu 001; Xu Lu 004; Heng Tao Shen; Jingkuan Song (ICCV, 2021)

Multimodal Transformer Networks with Latent Interaction for Audio-Visual Event Localization. - Yixuan He; Xing Xu 001; Xin Liu 011; Weihua Ou; Huimin Lu 001 (ICME, 2021)

Combine Early and Late Fusion Together: A Hybrid Fusion Framework for Image-Text Matching. - Yifan Wang; Xing Xu 001; Wei Yu; Ruicong Xu; Zuo Cao; Heng Tao Shen (ICME, 2021)

Attention-Based Relation Reasoning Network for Video-Text Retrieval. - Ni Wang; Zheng Wang 044; Xing Xu 001; Fumin Shen; Yang Yang 002; Heng Tao Shen (ICME, 2021)

Efficient Online Label Consistent Hashing for Large-Scale Cross-Modal Retrieval. - Jinhan Yi; Xin Liu 011; Yiu-ming Cheung; Xing Xu 001; Wentao Fan; Yi He (ICME, 2021)

Graph Convolutional Hourglass Networks for Skeleton-Based Action Recognition. - Yiran Zhu; Xing Xu 001; Yanli Ji; Fumin Shen; Heng Tao Shen; Huimin Lu 001 (ICME, 2021)

Feature Space Targeted Attacks by Statistic Alignment. - Lianli Gao; Yaya Cheng; Qilong Zhang; Xing Xu 001; Jingkuan Song (IJCAI, 2021)

PoseGTAC: Graph Transformer Encoder-Decoder with Atrous Convolution for 3D Human Pose Estimation. - Yiran Zhu; Xing Xu 001; Fumin Shen; Yanli Ji; Lianli Gao; Heng Tao Shen (IJCAI, 2021)

Cross-Modal Image-Recipe Retrieval via Intra- and Inter-Modality Hybrid Fusion. - Jiao Li; Jialiang Sun; Xing Xu 001; Wei Yu; Fumin Shen (ICMR, 2021)

Multi-scale Dynamic Network for Temporal Action Detection. - Yifan Ren; Xing Xu 001; Fumin Shen; Zheng Wang 044; Yang Yang 002; Heng Tao Shen (ICMR, 2021)

Learning Hierarchal Channel Attention for Fine-grained Visual Classification. - Xiang Guan; Guoqing Wang 001; Xing Xu 001; Yi Bin (ACM Multimedia, 2021)

CAA: Candidate-Aware Aggregation for Temporal Action Detection. - Yifan Ren; Xing Xu 001; Fumin Shen; Yazhou Yao; Huimin Lu 001 (ACM Multimedia, 2021)

Vision-guided Music Source Separation via a Fine-grained Cycle-Separation Network. - Shuo Ma; Yanli Ji; Xing Xu 001; Xiaofeng Zhu 001 (ACM Multimedia, 2021)

Relationship-Preserving Knowledge Distillation for Zero-Shot Sketch Based Image Retrieval. - Jialin Tian; Xing Xu 001; Zheng Wang 044; Fumin Shen; Xin Liu 011 (ACM Multimedia, 2021)

Disentangled Representation Learning and Enhancement Network for Single Image De-Raining. - Guoqing Wang 001; Changming Sun; Xing Xu 001; Jingjing Li 001; Zheng Wang 044; Zeyu Ma 002 (ACM Multimedia, 2021)

Meta Self-Paced Learning for Cross-Modal Matching. - Jiwei Wei; Xing Xu 001; Zheng Wang 044; Guoqing Wang 001 (ACM Multimedia, 2021)

Video Representation Learning with Graph Contrastive Augmentation. - Jingran Zhang; Xing Xu 001; Fumin Shen; Yazhou Yao; Jie Shao 001; Xiaofeng Zhu 001 (ACM Multimedia, 2021)

Extracting Useful Knowledge from Noisy Web Images via Data Purification for Fine-Grained Recognition. - Chuanyi Zhang; Yazhou Yao; Xing Xu 001; Jie Shao 001; Jingkuan Song; Zechao Li; Zhenmin Tang (ACM Multimedia, 2021)

Semantic Enhanced Cross-modal GAN for Zero-shot Learning. - Haotian Sun; Jiwei Wei; Yang Yang 002; Xing Xu 001 (MMAsia, 2021)

Hybrid Fusion with Intra- and Cross-Modality Attention for Image-Recipe Retrieval. - Jiao Li; Xing Xu 001; Wei Yu; Fumin Shen; Zuo Cao; Kai Zuo; Heng Tao Shen (SIGIR, 2021)

I-WKNN: Fast-Speed and High-Accuracy WIFI Positioning for Intelligent Stadiums. - Zhangzhi Zhao; Zhengying Lou; Ruibo Wang; Qingyao Li; Xing Xu 001 (CoRR, 2021)

A Cognitive Memory-Augmented Network for Visual Anomaly Detection. - Tian Wang; Xing Xu 001; Fumin Shen; Yang Yang 002 (IEEE CAA J. Autom. Sinica, 2021)

Heterogeneous data fusion for predicting mild cognitive impairment conversion. - Heng Tao Shen; Xiaofeng Zhu 001; Zheng Zhang 006; Shui-Hua Wang; Yi Chen 023; Xing Xu 001; Jie Shao 001 (Inf. Fusion, 2021)

Adaptive Square Attack: Fooling Autonomous Cars With Adversarial Traffic Signs. - Yujie Li 001; Xing Xu 001; Jinhui Xiao; Siyuan Li; Heng Tao Shen (IEEE Internet Things J., 2021)

Toward Effective Intrusion Detection Using Log-Cosh Conditional Variational Autoencoder. - Xing Xu 001; Jie Li; Yang Yang 002; Fumin Shen (IEEE Internet Things J., 2021)

5G-Network-Enabled Smart Ambulance: Architecture, Application, and Evaluation. - Yunkai Zhai; Xing Xu 001; BaoZhan Chen; Huimin Lu 001; Yichuan Wang 001; Shuyang Li; Xiaobing Shi; Wenchao Wang; Lanlan Shang; Jie Zhao (IEEE Netw., 2021)

Few-shot prototype alignment regularization network for document image layout segementation. - Yujie Li 001; Pengfei Zhang; Xing Xu 001; Yi Lai; Fumin Shen; Lijiang Chen; Pengxiang Gao (Pattern Recognit., 2021)

Deep Fuzzy Hashing Network for Efficient Image Retrieval. - Huimin Lu 001; Ming Zhang; Xing Xu 001; Yujie Li 001; Heng Tao Shen (IEEE Trans. Fuzzy Syst., 2021)

Adversarial Attack Against Urban Scene Segmentation for Autonomous Vehicles. - Xing Xu 001; Jingran Zhang; Yujie Li 001; Yichuan Wang 001; Yang Yang 002; Heng Tao Shen (IEEE Trans. Ind. Informatics, 2021)

Exploiting Subspace Relation in Semantic Labels for Cross-Modal Hashing. - Heng Tao Shen; Luchen Liu; Yang Yang 002; Xing Xu 001; Zi Huang; Fumin Shen; Richang Hong (IEEE Trans. Knowl. Data Eng., 2021)

Interclass-Relativity-Adaptive Metric Learning for Cross-Modal Matching and Beyond. - Feiyu Chen 001; Jie Shao 001; Yonghui Zhang; Xing Xu 001; Heng Tao Shen (IEEE Trans. Multim., 2021)

Radial Graph Convolutional Network for Visual Question Generation. - Xing Xu 001; Tan Wang; Yang Yang 002; Alan Hanjalic; Heng Tao Shen (IEEE Trans. Neural Networks Learn. Syst., 2021)

Zero-shot Cross-modal Retrieval by Assembling AutoEncoder and Generative Adversarial Network. - Xing Xu 001; Jialin Tian; Kaiyi Lin; Huimin Lu 001; Jie Shao 001; Heng Tao Shen (ACM Trans. Multim. Comput. Commun. Appl., 2021)

Cross-Modal Hybrid Feature Fusion for Image-Sentence Matching. - Xing Xu 001; Yifan Wang; Yixuan He; Yang Yang 002; Alan Hanjalic; Heng Tao Shen (ACM Trans. Multim. Comput. Commun. Appl., 2021)

TVT: Three-Way Vision Transformer through Multi-Modal Hypersphere Learning for Zero-Shot Sketch-Based Image Retrieval. - Jialin Tian; Xing Xu 001; Fumin Shen; Yang Yang 002; Heng Tao Shen (AAAI, 2022)

Semi-supervised Video Paragraph Grounding with Contrastive Encoder. - Xun Jiang 001; Xing Xu 001; Jingran Zhang; Fumin Shen; Zuo Cao; Heng Tao Shen (CVPR, 2022)

Detach and Enhance: Learning Disentangled Cross-modal Latent Representation for Efficient Face-Voice Association and Matching. - Zhenning Yu; Xin Liu 011; Yiu-Ming Cheung; Minghang Zhu; Xing Xu 001; Nannan Wang 001; Taihao Li (ICDM, 2022)

GTLR: Graph-Based Transformer with Language Reconstruction for Video Paragraph Grounding. - Xun Jiang 001; Xing Xu 001; Jingran Zhang; Fumin Shen; Zuo Cao; Xunliang Cai (ICME, 2022)

Instance-Level Semantic Alignment for Zero-Shot Cross-Modal Retrieval. - Kai Wang; Yifan Wang; Xing Xu 001; Zuo Cao; Xunliang Cai (ICME, 2022)

X-HRNet: Towards Lightweight Human Pose Estimation with Spatially Unidimensional Self-Attention. - Yixuan Zhou 001; Xuanhan Wang; Xing Xu 001; Lei Zhao; Jingkuan Song (ICME, 2022)

Accelerated Sign Hunter: A Sign-based Black-box Attack via Branch-Prune Strategy and Stabilized Hierarchical Search. - Siyuan Li; Guangji Huang; Xing Xu 001; Yang Yang 002; Fumin Shen (ICMR, 2022)

Selective Hypergraph Convolutional Networks for Skeleton-based Action Recognition. - Yiran Zhu; Guangji Huang; Xing Xu 001; Yanli Ji; Fumin Shen (ICMR, 2022)

DHHN: Dual Hierarchical Hybrid Network for Weakly-Supervised Audio-Visual Video Parsing. - Xun Jiang 001; Xing Xu 001; Zhiguo Chen; Jingran Zhang; Jingkuan Song; Fumin Shen; Huimin Lu 001; Heng Tao Shen (ACM Multimedia, 2022)

ARRA: Absolute-Relative Ranking Attack against Image Retrieval. - Siyuan Li; Xing Xu 001; Zailei Zhou; Yang Yang 002; Guoqing Wang 001; Heng Tao Shen (ACM Multimedia, 2022)

Rethinking Open-World Object Detection in Autonomous Driving Scenarios. - Zeyu Ma 002; Yang Yang 002; Guoqing Wang 001; Xing Xu 001; Heng Tao Shen; Mingxing Zhang (ACM Multimedia, 2022)

Point to Rectangle Matching for Image Text Retrieval. - Zheng Wang 044; Zhenwei Gao; Xing Xu 001; Yadan Luo; Yang Yang 002; Heng Tao Shen (ACM Multimedia, 2022)

Prototype-based Selective Knowledge Distillation for Zero-Shot Sketch Based Image Retrieval. - Kai Wang; Yifan Wang; Xing Xu 001; Xin Liu 011; Weihua Ou; Huimin Lu 004 (ACM Multimedia, 2022)

Multimodal Disentanglement Variational AutoEncoders for Zero-Shot Cross-Modal Retrieval. - Jialin Tian; Kai Wang; Xing Xu 001; Zuo Cao; Fumin Shen; Heng Tao Shen (SIGIR, 2022)

Structure-Aware Semantic-Aligned Network for Universal Cross-Domain Retrieval. - Jialin Tian; Xing Xu 001; Kai Wang; Zuo Cao; Xunliang Cai; Heng Tao Shen (SIGIR, 2022)

Learning discriminative representations via variational self-distillation for cross-view geo-localization. - Qian Hu; Wansi Li; Xing Xu 001; Ning Liu; Lei Wang 185 (Comput. Electr. Eng., 2022)

Language-enhanced object reasoning networks for video moment retrieval with text query. - Gongmian Wang; Xun Jiang 001; Ning Liu; Xing Xu 001 (Comput. Electr. Eng., 2022)

I-WKNN: Fast-speed and high-accuracy WIFI positioning for intelligent sports stadiums. - Zhangzhi Zhao; Zhengying Lou; Ruibo Wang; Qingyao Li; Xing Xu 001 (Comput. Electr. Eng., 2022)

Thunder: Thumbnail based Fast Lightweight Image Denoising Network. - Yifeng Zhou; Xing Xu 001; Shuaicheng Liu; Guoqing Wang 001; Huimin Lu 001; Heng Tao Shen (CoRR, 2022)

Semantic Enhanced Knowledge Graph for Large-Scale Zero-Shot Learning. - Jiwei Wei; Yang Yang 002; Zeyu Ma 002; Jingjing Li 001; Xing Xu 001; Heng Tao Shen (CoRR, 2022)

Query-based black-box attack against medical image segmentation model. - Siyuan Li; Guangji Huang; Xing Xu 001; Huimin Lu 007 (Future Gener. Comput. Syst., 2022)

Comprehensive Framework of Early and Late Fusion for Image-Sentence Retrieval. - Yifan Wang; Xing Xu 001; Wei Yu; Ruicong Xu; Zuo Cao; Heng Tao Shen (IEEE Multim., 2022)

Semantic guided knowledge graph for large-scale zero-shot learning. - Jiwei Wei; Haotian Sun; Yang Yang 002; Xing Xu 001; Jingjing Li 001; Heng Tao Shen (J. Vis. Commun. Image Represent., 2022)

Universal Weighting Metric Learning for Cross-Modal Retrieval. - Jiwei Wei; Yang Yang 002; Xing Xu 001; Xiaofeng Zhu 001; Heng Tao Shen (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Joint Feature Synthesis and Embedding: Adversarial Cross-Modal Retrieval Revisited. - Xing Xu 001; Kaiyi Lin; Yang Yang 002; Alan Hanjalic; Heng Tao Shen (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Modeling Two-Stream Correspondence for Visual Sound Separation. - Yixuan He; Xing Xu 001; Jingran Zhang; Fumin Shen; Yang Yang 002; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2022)

Action-Centric Relation Transformer Network for Video Question Answering. - Jipeng Zhang; Jie Shao 001; Rui Cao 002; Lianli Gao; Xing Xu 001; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2022)

Flow-Edge Guided Unsupervised Video Object Segmentation. - Yifeng Zhou; Xing Xu 001; Fumin Shen; Xiaofeng Zhu 001; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2022)

Learning Cross-Modal Common Representations by Private-Shared Subspaces Separation. - Xing Xu 001; Kaiyi Lin; Lianli Gao; Huimin Lu 001; Heng Tao Shen; Xuelong Li 001 (IEEE Trans. Cybern., 2022)

Med-BERT: A Pretraining Framework for Medical Records Named Entity Recognition. - Ning Liu; Qian Hu; Huayun Xu; Xing Xu 001; Mengxin Chen (IEEE Trans. Ind. Informatics, 2022)

Cognitive Memory-Guided AutoEncoder for Effective Intrusion Detection in Internet of Things. - Huimin Lu 001; Tian Wang; Xing Xu 001; Ting Wang 013 (IEEE Trans. Ind. Informatics, 2022)

Semantic-Aligned Attention With Refining Feature Embedding for Few-Shot Image Classification. - Xianda Xu; Xing Xu 001; Fumin Shen; Yujie Li 001 (IEEE Trans. Intell. Transp. Syst., 2022)

View-Invariant Human Action Recognition Via View Transformation Network (VTN). - Lingling Gao; Yanli Ji; Kumie Gedamu; Xiaofeng Zhu 001; Xing Xu 001; Heng Tao Shen (IEEE Trans. Multim., 2022)

Cross-Modal Dynamic Networks for Video Moment Retrieval With Text Query. - Gongmian Wang; Xing Xu 001; Fumin Shen; Huimin Lu 001; Yanli Ji; Heng Tao Shen (IEEE Trans. Multim., 2022)

Mind the Remainder: Taylor's Theorem View on Recurrent Neural Networks. - Xiang Guan; Yang Yang 002; Jingjing Li 001; Xing Xu 001; Heng Tao Shen (IEEE Trans. Neural Networks Learn. Syst., 2022)

Special Issue on Synthetic Media on the Web. - Huimin Lu 001; Xing Xu 001; Joze Guna; Gautam Srivastava 001 (World Wide Web, 2022)

Alignment-Enriched Tuning for Patch-Level Pre-trained Document Image Models. - Lei Wang 185; Jiabang He; Xing Xu 001; Ning Liu; Hui Liu (AAAI, 2023)

LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models. - Zhiqiang Hu; Lei Wang 185; Yihuai Lan; Wanyu Xu; Ee-Peng Lim; Lidong Bing; Xing Xu 001; Soujanya Poria; Roy Ka-Wei Lee (EMNLP, 2023)

ICL-D3IE: In-Context Learning with Diverse Demonstrations Updating for Document Information Extraction. - Jiabang He; Lei Wang 185; Yi Hu; Ning Liu; Hui Liu; Xing Xu 001; Heng Tao Shen (ICCV, 2023)

ImbSAM: A Closer Look at Sharpness-Aware Minimization in Class-Imbalanced Recognition. - Yixuan Zhou 001; Yi Qu; Xing Xu 001; Hengtao Shen (ICCV, 2023)

Progressive Event Alignment Network for Partial Relevant Video Retrieval. - Xun Jiang 001; Zhiguo Chen; Xing Xu 001; Fumin Shen; Zuo Cao; Xunliang Cai (ICME, 2023)

Label-Semantic-Enhanced Online Hashing for Efficient Cross-modal Retrieval. - Xueting Jiang; Xin Liu 011; Yiu-Ming Cheung; Xing Xu 001; Shu-Kai Zheng; Taihao Li (ICME, 2023)

Information Selection-based Domain Adaptation from Black-box Predictors. - Kai Wang; Xing Xu 001; Jialin Tian; Zuo Cao; Gong Zhang 007 (ICME, 2023)

Region-Aware Semantic Consistency for Unsupervised Domain-Adaptive Semantic Segmentation. - Jun Xie; Yixuan Zhou 001; Xing Xu 001; Guoqing Wang 001; Fumin Shen; Yang Yang 002 (ICME, 2023)

Multi-granularity Separation Network for Text-Based Person Retrieval with Bidirectional Refinement Regularization. - Shenshen Li; Xing Xu 001; Fumin Shen; Yang Yang 002 (ICMR, 2023)

Zero-shot Sketch-based Image Retrieval with Adaptive Balanced Discriminability and Generalizability. - Jialin Tian; Xing Xu 001; Zuo Cao; Gong Zhang 007; Fumin Shen; Yang Yang 002 (ICMR, 2023)

Unifying Two-Stream Encoders with Transformers for Cross-Modal Retrieval. - Yi Bin; Haoxuan Li 002; Yahui Xu; Xing Xu 001; Yang Yang 002; Heng Tao Shen (ACM Multimedia, 2023)

Joint Searching and Grounding: Multi-Granularity Video Content Retrieval. - Zhiguo Chen; Xun Jiang 001; Xing Xu 001; Zuo Cao; Yijun Mo; Heng Tao Shen (ACM Multimedia, 2023)

Taking a Part for the Whole: An Archetype-agnostic Framework for Voice-Face Association. - Guancheng Chen; Xin Liu 011; Xing Xu 001; Yiu-Ming Cheung; Taihao Li (ACM Multimedia, 2023)

Faster Video Moment Retrieval with Point-Level Supervision. - Xun Jiang 001; Zailei Zhou; Xing Xu 001; Yang Yang 002; Guoqing Wang 001; Heng Tao Shen (ACM Multimedia, 2023)

DCEL: Deep Cross-modal Evidential Learning for Text-Based Person Retrieval. - Shenshen Li; Xing Xu 001; Yang Yang 002; Fumin Shen; Yijun Mo; Yujie Li 001; Heng Tao Shen (ACM Multimedia, 2023)

Do-GOOD: Towards Distribution Shift Evaluation for Pre-Trained Visual Document Understanding Models. - Jiabang He; Yi Hu; Lei Wang 185; Xing Xu 001; Ning Liu; Hui Liu; Heng Tao Shen (SIGIR, 2023)

AnoOnly: Semi-Supervised Anomaly Detection without Loss on Normal Data. - Yixuan Zhou 001; Peiyu Yang; Yi Qu; Xing Xu 001; Fumin Shen; Heng Tao Shen (CoRR, 2023)

MoCoSA: Momentum Contrast for Knowledge Graph Completion with Structure-Augmented Pre-trained Language Models. - Jiabang He; Liu Jia; Lei Wang 185; Xiyao Li; Xing Xu 001 (CoRR, 2023)

MSFlow: Multi-Scale Flow-based Framework for Unsupervised Anomaly Detection. - Yixuan Zhou 001; Xing Xu 001; Jingkuan Song; Fumin Shen; Heng Tao Shen (CoRR, 2023)

IRPSM-net: Information retention pyramid stereo matching network. - Yun Zhao; Jiahui Tang; Xing Xu 001; Xiang Zhou 005 (Int. J. Comput. Sci. Math., 2023)

TFUN: Trilinear Fusion Network for Ternary Image-Text Retrieval. - Xing Xu 001; Jialiang Sun; Zuo Cao; Yin Zhang 002; Xiaofeng Zhu 001; Heng Tao Shen (Inf. Fusion, 2023)

Quaternion Representation Learning for cross-modal matching. - Zheng Wang 044; Xing Xu 001; Jiwei Wei; Ning Xie 003; Jie Shao 001; Yang Yang 002 (Knowl. Based Syst., 2023)

Self-Supervised Fine-Grained Cycle-Separation Network (FSCN) for Visual-Audio Separation. - Yanli Ji; Shuo Ma; Xing Xu 001; Xuelong Li 001; Heng Tao Shen (IEEE Trans. Multim., 2023)

OMGH: Online Manifold-Guided Hashing for Flexible Cross-Modal Retrieval. - Xin Liu 011; Jinhan Yi; Yiu-ming Cheung; Xing Xu 001; Zhen Cui 001 (IEEE Trans. Multim., 2023)

Quaternion Relation Embedding for Scene Graph Generation. - Zheng Wang 044; Xing Xu 001; Guoqing Wang 001; Yang Yang 002; Heng Tao Shen (IEEE Trans. Multim., 2023)

Category Alignment Adversarial Learning for Cross-Modal Retrieval. - Shiyuan He; Weiyang Wang; Zheng Wang 044; Xing Xu 001; Yang Yang 002; Xiaoming Wang; Heng Tao Shen (IEEE Trans. Knowl. Data Eng., 2023)

Hypercomplex context guided interaction modeling for scene graph generation. - Zheng Wang 044; Xing Xu 001; Yadan Luo; Guoqing Wang 001; Yang Yang 002 (Pattern Recognit., 2023)

Less is Better: Exponential Loss for Cross-Modal Matching. - Jiwei Wei; Yang Yang 002; Xing Xu 001; Jingkuan Song; Guoqing Wang 001; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2023)

Composition-Aware Image Steganography Through Adversarial Self-Generated Supervision. - Ziqiang Zheng; Yuanmeng Hu; Yi Bin; Xing Xu 001; Yang Yang 002; Heng Tao Shen (IEEE Trans. Neural Networks Learn. Syst., 2023)

Adaptive Uncertainty-Based Learning for Text-Based Person Retrieval. - Shenshen Li; Chen He; Xing Xu 001; Fumin Shen; Yang Yang 002; Heng Tao Shen (AAAI, 2024)

T-SciQ: Teaching Multimodal Chain-of-Thought Reasoning via Large Language Model Signals for Science Question Answering. - Lei Wang 185; Yi Hu; Jiabang He; Xing Xu 001; Ning Liu; Hui Liu; Heng Tao Shen (AAAI, 2024)

Embracing Unimodal Aleatoric Uncertainty for Robust Multimodal Fusion. - Zixian Gao; Xun Jiang 001; Xing Xu 001; Fumin Shen; Yujie Li 001; Heng Tao Shen (CVPR, 2024)

Diverse Embedding Modeling with Adaptive Noise Filter for Text-based Person Retrieval. - Chen He; Shenshen Li; Zheng Wang 044; Fumin Shen; Yang Yang 002; Xing Xu 001 (ICME, 2024)

Domain Prompt Learning Framework for Real Image Dehazing. - Kaihao Lin; Guoqing Wang 001; Yuhui Wu 001; Shuhang Gu; Xing Xu 001; Yang Yang 003 (ICME, 2024)

Temporal Self-Paced Proposal Learning for Weakly-Supervised Video Moment Retrieval and Highlight Detection. - Liqing Zhu; Xun Jiang 001; Fumin Shen; Guoqing Wang 001; Yang Yang 002; Xing Xu 001 (ICME, 2024)

PTAN: Principal Token-aware Adjacent Network for Compositional Temporal Grounding. - Zhuoyuan Wei; Xun Jiang 001; Zheng Wang 044; Fumin Shen; Xing Xu 001 (ICMR, 2024)

Counterfactually Augmented Event Matching for De-biased Temporal Sentence Grounding. - Xun Jiang 001; Zhuoyuan Wei; Shenshen Li; Xing Xu 001; Jingkuan Song; Heng Tao Shen (ACM Multimedia, 2024)

Enhanced Experts with Uncertainty-Aware Routing for Multimodal Sentiment Analysis. - Zixian Gao; Disen Hu; Xun Jiang 001; Huimin Lu 001; Heng Tao Shen; Xing Xu 001 (ACM Multimedia, 2024)

Unsupervised Cross-Domain Image Retrieval with Semantic-Attended Mixture-of-Experts. - Kai Wang; Jiayang Liu; Xing Xu 001; Jingkuan Song; Xin Liu 011; Heng Tao Shen (SIGIR, 2024)

UGNCL: Uncertainty-Guided Noisy Correspondence Learning for Efficient Cross-Modal Matching. - Quanxing Zha; Xin Liu 011; Yiu-ming Cheung; Xing Xu 001; Nannan Wang 001; Jianjia Cao (SIGIR, 2024)

Multi-Scale Temporal Difference Transformer for Video-Text Retrieval. - Ni Wang; Dongliang Liao; Xing Xu 001 (CoRR, 2024)

VQ-Flow: Taming Normalizing Flows for Multi-Class Anomaly Detection via Hierarchical Vector Quantization. - Yixuan Zhou 001; Xing Xu 001; Zhe Sun; Jingkuan Song; Andrzej Cichocki; Heng Tao Shen (CoRR, 2024)

Coreset Learning-Based Sparse Black-Box Adversarial Attack for Video Recognition. - Jiefu Chen; Tong Chen; Xing Xu 001; Jingran Zhang; Yang Yang 002; Heng Tao Shen (IEEE Trans. Inf. Forensics Secur., 2024)

Semantics Disentangling for Cross-Modal Retrieval. - Zheng Wang 044; Xing Xu 001; Jiwei Wei; Ning Xie 003; Yang Yang 002; Heng Tao Shen (IEEE Trans. Image Process., 2024)

Boosting Adversarial Training with Hardness-Guided Attack Strategy. - Shiyuan He; Jiwei Wei; Chaoning Zhang; Xing Xu 001; Jingkuan Song; Yang Yang 002; Heng Tao Shen (IEEE Trans. Multim., 2024)

Zero-Shot Video Moment Retrieval With Angular Reconstructive Text Embeddings. - Xun Jiang 001; Xing Xu 001; Zailei Zhou; Yang Yang 002; Fumin Shen; Heng Tao Shen (IEEE Trans. Multim., 2024)

Runge-Kutta Guided Feature Augmentation for Few-Sample Learning. - Jiwei Wei; Yang Yang 002; Xiang Guan; Xing Xu 001; Guoqing Wang 001; Heng Tao Shen (IEEE Trans. Multim., 2024)

Ecarnet: enhanced clue-ambiguity reasoning network for multimodal fake news detection. - Shannan Zhong; Shu-Juan Peng; Xin Liu 011; Lei Zhu 002; Xing Xu 001; Taihao Li (Multim. Syst., 2024)

Learning Relationship-Enhanced Semantic Graph for Fine-Grained Image-Text Matching. - Xin Liu 011; Yi He; Yiu-Ming Cheung; Xing Xu 001; Nannan Wang 001 (IEEE Trans. Cybern., 2024)

Relation-Aggregated Cross-Graph Correlation Learning for Fine-Grained Image-Text Retrieval. - Shu-Juan Peng; Yi He; Xin Liu 011; Yiu-ming Cheung; Xing Xu 001; Zhen Cui 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Multi-Grained Attention Network With Mutual Exclusion for Composed Query-Based Image Retrieval. - Shenshen Li; Xing Xu 001; Xun Jiang 001; Fumin Shen; Xin Liu 011; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2024)

SDN: Semantic Decoupling Network for Temporal Language Grounding. - Xun Jiang 001; Xing Xu 001; Jingran Zhang; Fumin Shen; Zuo Cao; Heng Tao Shen (IEEE Trans. Neural Networks Learn. Syst., 2024)

Complex Relation Embedding for Scene Graph Generation. - Zheng Wang 044; Xing Xu 001; Yin Zhang 002; Yang Yang 002; Heng Tao Shen (IEEE Trans. Neural Networks Learn. Syst., 2024)

Cross-Modal Attention Preservation with Self-Contrastive Learning for Composed Query-Based Image Retrieval. - Shenshen Li; Xing Xu 001; Xun Jiang 001; Fumin Shen; Zhe Sun; Andrzej Cichocki (ACM Trans. Multim. Comput. Commun. Appl., 2024)

Representation separation adversarial networks for cross-modal retrieval. - Jiaxin Deng; Weihua Ou; Jianping Gou; Heping Song; Anzhi Wang; Xing Xu 001 (Wirel. Networks, 2024)

CR-FPN: channel relation feature pyramid network for object detection. - Ziyuan Li; Xing Xu 001; Fumin Shen; Hua Chen (Wirel. Networks, 2024)

Fuzzy Multimodal Graph Reasoning for Human-Centric Instructional Video Grounding. - Yujie Li 001; Xun Jiang 001; Xing Xu 001; Huimin Lu 001; Heng Tao Shen (IEEE Trans. Fuzzy Syst., 2024)

BatchNorm-Based Weakly Supervised Video Anomaly Detection. - Yixuan Zhou 001; Yi Qu; Xing Xu 001; Fumin Shen; Jingkuan Song; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2024)

From Observation to Understanding: Front-Door Adjustments with Uncertainty Calibration for Enhancing Egocentric Reasoning in LVLMs. - Shenshen Li; Wenxin Meng; Lei Wang 185; Hao Yang; Chong Peng; Peng Yan; Fumin Shen; Jingkuan Song; Heng Tao Shen; Xing Xu 001 (ACL (Findings), 2025)

PHGC: Procedural Heterogeneous Graph Completion for Natural Language Task Verification in Egocentric Videos. - Xun Jiang 001; Zhiyi Huang; Xing Xu 001; Jingkuan Song; Fumin Shen; Heng Tao Shen (CVPR, 2025)

ReCon: Enhancing True Correspondence Discrimination through Relation Consistency for Robust Noisy Correspondence Learning. - Quanxing Zha; Xin Liu 011; Shu-Juan Peng; Yiu-ming Cheung; Xing Xu 001; Nannan Wang 001 (CVPR, 2025)

TAU-106K: A New Dataset for Comprehensive Understanding of Traffic Accident. - Yixuan Zhou 001; Long Bai 012; Sijia Cai; Bing Deng; Xing Xu 001; Heng Tao Shen (ICLR, 2025)

Heterogeneous Graph Embedding for Multimodal Multi-Label Emotion Recognition. - Disen Hu; Xun Jiang 001; Zhe Sun; Fumin Shen; Xing Xu 001 (ICMR, 2025)

Composed Query-Based Event Retrieval in Video Corpus with Multimodal Episodic Perceptron. - Fan Ni; Xun Jiang 001; Hao Yang; Chong Peng; Peng Yan; Zheng Wang 044; Fumin Shen; Xing Xu 001 (ICMR, 2025)

MSCRS: Multi-modal Semantic Graph Prompt Learning Framework for Conversational Recommender Systems. - Yibiao Wei; Jie Zou; Weikang Guo; Guoqing Wang 001; Xing Xu 001; Yang Yang 002 (SIGIR, 2025)

Self-adaptive uncertainty modeling and relation reasoning for cross-modal egocentric human action recognition in sports. - Zhangzhi Zhao; Chen He; Xun Jiang 001; Xing Xu 001 (Comput. Electr. Eng., 2025)

AnoOnly: Semi-supervised anomaly detection with the only loss on anomalies. - Yixuan Zhou 001; Peiyu Yang; Yi Qu; Xing Xu 001; Zhe Sun; Andrzej Cichocki (Expert Syst. Appl., 2025)

UCPM: Uncertainty-Guided Cross-Modal Retrieval With Partially Mismatched Pairs. - Quanxing Zha; Xin Liu 011; Yiu-Ming Cheung; Shu-Juan Peng; Xing Xu 001; Nannan Wang 001 (IEEE Trans. Image Process., 2025)

Joint Objective and Subjective Fuzziness Denoising for Multimodal Sentiment Analysis. - Xun Jiang 001; Xing Xu 001; Huimin Lu 001; Lianghua He; Heng Tao Shen (IEEE Trans. Fuzzy Syst., 2025)

Multiscale Information Diffusion Prediction With Minimal Substitution Neural Network. - Ranran Wang 001; Xing Xu 001; Yin Zhang 002 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Chatting with interactive memory for text-based person retrieval. - Chen He; Shenshen Li; Zheng Wang 044; Hua Chen; Fumin Shen; Xing Xu 001 (Multim. Syst., 2025)

MSFlow: Multiscale Flow-Based Framework for Unsupervised Anomaly Detection. - Yixuan Zhou 001; Xing Xu 001; Jingkuan Song; Fumin Shen; Heng Tao Shen (IEEE Trans. Neural Networks Learn. Syst., 2025)

Cross-Modal Uncertainty Modeling With Diffusion-Based Refinement for Text-Based Person Retrieval. - Shenshen Li; Xing Xu 001; Chen He; Fumin Shen; Yang Yang 002; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2025)

Intrinsic Consistency Preservation With Adaptively Reliable Samples for Source-Free Domain Adaptation. - Jialin Tian; Abdulmotaleb El-Saddik; Xing Xu 001; Dongshuai Li; Zuo Cao; Heng Tao Shen (IEEE Trans. Neural Networks Learn. Syst., 2025)

MSCRS: Multi-modal Semantic Graph Prompt Learning Framework for Conversational Recommender Systems. - Yibiao Wei; Jie Zou; Weikang Guo; Guoyin Wang 001; Xing Xu 001; Yang Yang 002 (CoRR, 2025)

Query as Supervision: Toward Low-Cost and Robust Video Moment and Highlight Retrieval. - Xun Jiang 001; Liqing Zhu; Xing Xu 001; Fumin Shen; Yang Yang 002; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2025)

Truth in the Few: High-Value Data Selection for Efficient Multi-Modal Reasoning. - Shenshen Li; Kaiyuan Deng; Lei Wang 185; Hao Yang; Chong Peng; Peng Yan; Fumin Shen; Heng Tao Shen; Xing Xu 001 (CoRR, 2025)

Resisting Noise in Pseudo Labels: Audible Video Event Parsing With Evidential Learning. - Xun Jiang 001; Xing Xu 001; Liqing Zhu; Zhe Sun; Andrzej Cichocki; Heng Tao Shen (IEEE Trans. Neural Networks Learn. Syst., 2025)