A Probabilistic Model for Automatic Image Annotation and Retrieval. - Zhixin Li 001; Huifang Ma; Zhiping Shi 002; Zhongzhi Shi (CIT (1), 2009)

IPHITS: An Incremental Latent Topic Model for Link Structure. - Huifang Ma; Weizhong Zhao; Zhixin Li 001; Zhongzhi Shi (AIRS, 2009)

Modeling latent aspects for automatic image annotation. - Zhixin Li 001; Zhiping Shi 002; Zhiqing Li; Zhongzhi Shi (ICIP, 2009)

Learning image semantics with latent aspect model. - Zhixin Li 001; Xi Liu 009; Zhiping Shi 002; Zhongzhi Shi (ICME, 2009)

Filter object categories: employing visual consistency and semisupervised approach. - Xi Liu 009; Zhixin Li 001; Zhiping Shi 002; Zhongzhi Shi (ICME, 2009)

Image Classification Using Structural Sparse Coding Model. - Zhiqing Li; Zhiping Shi 002; Zhixin Li 001; Zhongzhi Shi (ICNC (3), 2009)

An Efficient Coding Model for Image Representation. - Zhiqing Li; Zhiping Shi 002; Zhixin Li 001; Zhongzhi Shi (ICONIP (1), 2009)

Coboost learning of visual categories with 1st and 2nd order features from Google images. - Xi Liu 009; Zhiping Shi 002; Zhixin Li 001; Zhongzhi Shi (ACM Multimedia, 2009)

Combining the Missing Link: An Incremental Topic Model of Document Content and Hyperlink. - Huifang Ma; Zhixin Li 001; Zhongzhi Shi (APWeb, 2010)

Automatic image annotation with continuous PLSA. - Zhixin Li 001; Zhiping Shi 002; Xi Liu 009; Zhongzhi Shi (ICASSP, 2010)

Sorted label classifier chains for learning images with multi-label. - Xi Liu 009; Zhiping Shi 002; Zhixin Li 001; Xishun Wang; Zhongzhi Shi (ACM Multimedia, 2010)

Fusing semantic aspects for image annotation and retrieval. - Zhixin Li 001; Zhiping Shi 002; Xi Liu 009; Zhiqing Li; Zhongzhi Shi (J. Vis. Commun. Image Represent., 2010)

Modeling continuous visual features for semantic image annotation and retrieval. - Zhixin Li 001; Zhiping Shi 002; Xi Liu 009; Zhongzhi Shi (Pattern Recognit. Lett., 2011)

A Novel Model for Semantic Learning and Retrieval of Images. - Zhixin Li 001; Zhiping Shi 002; Zhengjun Tang; Weizhong Zhao (IIP, 2012)

Automatic Image Annotation and Retrieval Using Hybrid Approach. - Zhixin Li 001; Weizhong Zhao; Zhiqing Li; Zhiping Shi 002 (IIP, 2012)

A dual-kernel-based tracking approach for visual target. - Canlong Zhang; Zhongliang Jing; Bo Jin 003; Zhixin Li 001 (Sci. China Inf. Sci., 2012)

Learning semantic concepts from image database with hybrid generative/discriminative approach. - Zhixin Li 001; Zhongzhi Shi; Weizhong Zhao; Zhiqing Li; Zhenjun Tang (Eng. Appl. Artif. Intell., 2013)

Robust visual tracking using discriminative stable regions and K-means clustering. - Canlong Zhang; Zhongliang Jing; Han Pan; Bo Jin 003; Zhixin Li 001 (Neurocomputing, 2013)

A Multi-instance Multi-label Learning Framework of Image Retrieval. - Chaojun Wang; Zhixin Li 001; Canlong Zhang (IIP, 2014)

Scene Classification Using Spatial and Color Features. - Peilong Zeng; Zhixin Li 001; Canlong Zhang (IIP, 2014)

Automatic image annotation based on fuzzy association rule and decision tree. - Zhixin Li 001; Lingzhi Li 004; Kaobi Yan; Canlong Zhang (ICIMCS, 2015)

A semi-supervised clustering ensemble approach integrated constraint-based and metric-based. - Siting Wei; Zhixin Li 001; Canlong Zhang (ICIMCS, 2015)

A Hybrid Architecture Based on CNN for Image Semantic Annotation. - Yongzhe Zheng; Zhixin Li 001; Canlong Zhang (IIP, 2016)

A New multi-instance multi-label learning approach for image and text classification. - Kaobi Yan; Zhixin Li 001; Canlong Zhang (Multim. Tools Appl., 2016)

Spatiogram and Fuzzy Logic Based Multi-modality Fusion Tracking with Online Update. - Canlong Zhang; Zhixin Li 001; Zhiwen Wang 001; Ting Han (CCCV (1), 2017)

Automatic image annotation using fuzzy association rules and decision tree. - Zhixin Li 001; Lingzhi Li 004; Kaobi Yan; Canlong Zhang (Multim. Syst., 2017)

Parallel Connecting Deep and Shallow CNNs for Simultaneous Detection of Big and Small Objects. - Canlong Zhang; Dongcheng He; Zhixin Li 001; Zhiwen Wang 001 (PRCV (4), 2018)

An Improved Convolutional Neural Network Model with Adversarial Net for Multi-label Image Classification. - Tao Zhou; Zhixin Li 001; Canlong Zhang; Lan Lin (PRICAI, 2018)

Joint compressive representation for multi-feature tracking. - Canlong Zhang; Zhixin Li 001; Zhiwen Wang 001 (Neurocomputing, 2018)

Combined constraint-based with metric-based in semi-supervised clustering ensemble. - Siting Wei; Zhixin Li 001; Canlong Zhang (Int. J. Mach. Learn. Cybern., 2018)

A hybrid architecture based on CNN for cross-modal semantic instance annotation. - Yongzhe Zheng; Zhixin Li 001; Canlong Zhang (Multim. Tools Appl., 2018)

SBRNE: An Improved Unified Framework for Social and Behavior Recommendations with Network Embedding. - Weizhong Zhao; Huifang Ma; Zhixin Li 001; Xiang Ao 001; Ning Li (DASFAA (2), 2019)

Cross-Media Image-Text Retrieval Combined with Global Similarity and Local Similarity. - Zhixin Li 001; Feng Ling; Canlong Zhang (DSAA, 2019)

Cross-media Image-Text Retrieval Based on Two-Level Network. - Zhixin Li 001; Feng Ling; Fengqi Zhang; Canlong Zhang (ICONIP (1), 2019)

Sentence-Level Semantic Features Guided Adversarial Network for Zhuang Language Part-of-Speech Tagging. - Zhixin Li 001; Yaru Sun; Suqin Tang; Canlong Zhang; Huifang Ma (ICTAI, 2019)

Sparse High-Level Attention Networks for Person Re-Identification. - Sheng Xie; Canlong Zhang; Zhixin Li 001; Zhi-Wen Wang 001 (ICTAI, 2019)

Automatic Image Annotation based on Co-Training. - Zhixin Li 001; Lan Lin; Canlong Zhang; Huifang Ma; Weizhong Zhao (IJCNN, 2019)

Image Captioning Based On Sentence-Level And Word-Level Attention. - Haiyang Wei; Zhixin Li 001; Canlong Zhang; Tao Zhou; Yu Quan (IJCNN, 2019)

Attention and Multi-layer Fusion for Real-time Semantic Segmentation. - Qinghe Cheng; Canlong Zhang; Zhixin Li 001; Zhiwen Wang 001 (ISCID (1), 2019)

Leveraging User Preferences for Community Search via Attribute Subspace. - Haijiao Liu; Huifang Ma; Yang Chang; Zhixin Li 001; Wenjuan Wu (KSEM (1), 2019)

Object Detection by Combining Deep Dilated Convolutions Network and Light-Weight Network. - Yu Quan; Zhixin Li 001; Canlong Zhang (KSEM (1), 2019)

Effectively Classify Short Texts with Sparse Representation Using Entropy Weighted Constraint. - Ting Tuo; Huifang Ma; Zhixin Li 001; Xianghong Lin (KSEM (2), 2019)

Collaborating CNN and SVM for Automatic Image Annotation. - Zhixin Li 001; Lan Lin; Canlong Zhang; Huifang Ma; Weizhong Zhao (ICMR, 2019)

Short Text Similarity Measurement Based on Coupled Semantic Relation and Strong Classification Features. - Huifang Ma; Wen Liu; Zhixin Li 001; Xianghong Lin (PAKDD (1), 2019)

Robust Faster R-CNN: Increasing Robustness to Occlusions and Multi-scale Objects. - Tao Zhou; Zhixin Li 001; Canlong Zhang (PAKDD (Workshops), 2019)

D_dNet-65 R-CNN: Object Detection Model Fusing Deep Dilated Convolutions and Light-Weight Networks. - Yu Quan; Zhixin Li 001; Fengqi Zhang; Canlong Zhang (PRICAI (3), 2019)

HcRPC: Highly Compact Reachability Preserving Graph Compression With Corrections. - Rui Bing; Huifang Ma; Xiangchun He; Zhixin Li 001; Lijun Guo (IEEE Access, 2019)

Target Community Detection With User's Preference and Attribute Subspace. - Haijiao Liu; Huifang Ma; Yang Chang; Zhixin Li 001; Wenjuan Wu (IEEE Access, 2019)

Object Detection Model Based on Deep Dilated Convolutional Networks by Fusing Transfer Learning. - Yu Quan; Zhixin Li 001; Canlong Zhang; Huifang Ma (IEEE Access, 2019)

Enhance the recognition ability to occlusions and small objects with Robust Faster R-CNN. - Tao Zhou; Zhixin Li 001; Canlong Zhang (Int. J. Mach. Learn. Cybern., 2019)

Joint spatiograms for multi-modality tracking with online update. - Canlong Zhang; Yanping Tang; Zhixin Li 001; Zhi-Wen Wang 001 (Pattern Recognit. Lett., 2019)

Image Captioning with Internal and External Knowledge. - Feicheng Huang; Zhixin Li 001; Shengjia Chen; Canlong Zhang; Huifang Ma (CIKM, 2020)

Improving Object Detection with Relation Mining Network. - Shengjia Chen; Zhixin Li 001; Feicheng Huang; Canlong Zhang; Huifang Ma (ICDM, 2020)

Robust Adversarial Learning For Semi-Supervised Semantic Segmentation. - Jia Zhang; Zhixin Li 001; Canlong Zhang; Huifang Ma (ICIP, 2020)

An Overlapping Community Detection with Subspaces on Double-Views. - Yang Chang; Huifang Ma; Yun Su; Zhixin Li 001 (ICONIP (2), 2020)

Exploring User Trust and Reliability for Recommendation: A Hypergraph Ranking Approach. - Yanbin Jiang; Huifang Ma; Yuhang Liu; Zhixin Li 001 (ICONIP (2), 2020)

Top-N Recommendation in P2P Lending: A Hybrid Graph Ranking Using Investor Profile. - Yuhang Liu; Huifang Ma; Yanbin Jiang; Zhixin Li 001 (ICONIP (2), 2020)

Object Detection Using Dual Graph Network. - Shengjia Chen; Zhixin Li 001; Feicheng Huang; Canlong Zhang; Huifang Ma (ICPR, 2020)

Cross-media Hash Retrieval Using Multi-head Attention Network. - Zhixin Li 001; Feng Ling; Chuansheng Xu; Canlong Zhang; Huifang Ma (ICPR, 2020)

Reinforcement Learning with Dual Attention Guided Graph Convolution for Relation Extraction. - Zhixin Li 001; Yaru Sun; Suqin Tang; Canlong Zhang; Huifang Ma (ICPR, 2020)

Object Detection Model Based on Scene-Level Region Proposal Self-Attention. - Yu Quan; Zhixin Li 001; Canlong Zhang; Huifang Ma (ICPR, 2020)

NotMle: Community Detection in an Inference Way. - Qiqi Zhao; Huifang Ma; Xiaohong Li 012; Zhixin Li 001 (ICTAI, 2020)

Stochastic Blockmodels Meets Overlapping Community Detection. - Qiqi Zhao; Huifang Ma; Zhixin Li 001; Lijun Guo (IIP, 2020)

Adaptive Graph Convolutional Networks with Attention Mechanism for Relation Extraction. - Zhixin Li 001; Yara Sun; Suqin Tang; Canlong Zhang; Huifang Ma (IJCNN, 2020)

Object Detection by Integrating Scene-Level Semantic Information and Border Regression Reinforcement. - Yu Quan; Zhixin Li 001; Canlong Zhang; Huifang Ma (IJCNN, 2020)

Robust Semi-Supervised Semantic Segmentation Based on Self-Attention and Spectral Normalization. - Jia Zhang; Zhixin Li 001; Canlong Zhang; Huifang Ma (IJCNN, 2020)

Multi-level Visual Fusion Networks for Image Captioning. - Dongming Zhou; Canlong Zhang; Zhixin Li 001; Zhiwen Wang 001 (IJCNN, 2020)

Image Captioning Based on Visual and Semantic Attention. - Haiyang Wei; Zhixin Li 001; Canlong Zhang (MMM (1), 2020)

Combining Global and Local Similarity for Cross-Media Retrieval. - Zhixin Li 001; Feng Ling; Canlong Zhang; Huifang Ma (IEEE Access, 2020)

Text Summarization Method Based on Double Attention Pointer Network. - Zhixin Li 001; Zhi Peng; Suqin Tang; Canlong Zhang; Huifang Ma (IEEE Access, 2020)

The synergy of double attention: Combine sentence-level and word-level attention for image captioning. - Haiyang Wei; Zhixin Li 001; Canlong Zhang; Huifang Ma (Comput. Vis. Image Underst., 2020)

Improving social and behavior recommendations via network embedding. - Weizhong Zhao; Huifang Ma; Zhixin Li 001; Xiang Ao 001; Ning Li (Inf. Sci., 2020)

Boost image captioning with knowledge reasoning. - Feicheng Huang; Zhixin Li 001; Haiyang Wei; Canlong Zhang; Huifang Ma (Mach. Learn., 2020)

Classify multi-label images via improved CNN model with adversarial network. - Tao Zhou; Zhixin Li 001; Canlong Zhang; Huifang Ma (Multim. Tools Appl., 2020)

Relation R-CNN: A Graph Based Relation-Aware Network for Object Detection. - Shengjia Chen; Zhixin Li 001; Zhenjun Tang (IEEE Signal Process. Lett., 2020)

Robust Image Hashing with Low-Rank Representation and Ring Partition. - Zhenjun Tang; Zixuan Yu; Zhixin Li 001; Chunqiang Yu; Xianquan Zhang (Wirel. Commun. Mob. Comput., 2020)

Relation Also Need Attention: Integrating Relation Information Into Image Captioning. - Tianyu Chen; Zhixin Li 001; Tiantao Xian; Canlong Zhang; Huifang Ma (ACML, 2021)

Relevance-Aware Q-matrix Calibration for Knowledge Tracing. - Wentao Wang; Huifang Ma; Yan Zhao; Zhixin Li 001; Xiangchun He (ICANN (3), 2021)

Improved Occluded Person Re-Identification with Multi-feature Fusion. - Jing Yang 046; Canlong Zhang; Zhixin Li 001; Yanping Tang (ICANN (4), 2021)

Knowledge Reasoning for Semantic Segmentation. - Shengjia Chen; Zhixin Li 001; Xiwei Yang (ICASSP, 2021)

Domain-Adaptation Person Re-Identification via Style Translation and Clustering. - Peiyi Wei; Canlong Zhang; Zhixin Li 001; Yanping Tang; Zhiwen Wang 001 (ICONIP (1), 2021)

Batch Part-mask Network for person re-identification. - Songyu Chang; Canlong Zhang; Zhixin Li 001 (IJCNN, 2021)

Attentional Social Recommendation System with Graph Convolutional Network. - Yanbin Jiang; Huifang Ma; Yuhang Liu; Zhixin Li 001 (IJCNN, 2021)

Domain Adaptative Semantic Segmentation by alleviating Long-tail Problem. - Wei Li 233; Zhixin Li 001 (IJCNN, 2021)

A two-stage community search method based on seed replacement and joint random walk. - Ju Li 004; Huifang Ma; Qingqing Li; Zhixin Li 001; Liang Chang 003 (IJCNN, 2021)

Incorporating User Preference into Multi-community and Outliers Search. - Qingqing Li; Huifang Ma; Ju Li 004; Zhixin Li 001; Yanbing Jiang (IJCNN, 2021)

TT2INet: Text to Photo-realistic Image Synthesis with Transformer as Text Encoder. - Jianwei Zhu; Zhixin Li 001; Huifang Ma (IJCNN, 2021)

Exploring Implicit Relationships in Social Network for Recommendation Systems. - Yunhe Wei; Huifang Ma; Ruoyi Zhang; Zhixin Li 001; Liang Chang 003 (PAKDD (2), 2021)

Adversarial Training for Image Captioning Incorporating Relation Attention. - Tianyu Chen; Zhixin Li 001; Canlong Zhang; Huifang Ma (PRICAI (1), 2021)

Matching images and texts with multi-head attention network for cross-media hashing retrieval. - Zhixin Li 001; Xiumin Xie; Feng Ling; Huifang Ma; Zhongzhi Shi (Eng. Appl. Artif. Intell., 2021)

Learning to recommend via random walk with profile of loan and lender in P2P lending. - Yuhang Liu; Huifang Ma; Yanbin Jiang; Zhixin Li 001 (Expert Syst. Appl., 2021)

Enhancing social recommendation via two-level graph attentional networks. - Yanbin Jiang; Huifang Ma; Yuhang Liu; Zhixin Li 001; Liang Chang 003 (Neurocomputing, 2021)

A novel joint biomedical event extraction framework via two-level modeling of documents. - Weizhong Zhao; Jinyong Zhang; Jincai Yang; Tingting He; Huifang Ma; Zhixin Li 001 (Inf. Sci., 2021)

Video hashing with secondary frames and invariant moments. - Zhenjun Tang; Shaopeng Zhang; Xianquan Zhang; Zhixin Li 001; Zhenhai Chen; Chunqiang Yu (J. Vis. Commun. Image Represent., 2021)

Stable self-attention adversarial learning for semi-supervised semantic image segmentation. - Jia Zhang; Zhixin Li 001; Canlong Zhang; Huifang Ma (J. Vis. Commun. Image Represent., 2021)

Hierarchical high-order co-clustering algorithm by maximizing modularity. - Jiahui Wei; Huifang Ma; Yuhang Liu; Zhixin Li 001; Ning Li (Int. J. Mach. Learn. Cybern., 2021)

Is the simple assignment enough? Exploring the interpretability for community detection. - Qiqi Zhao; Huifang Ma; Xiaohong Li 012; Zhixin Li 001 (Int. J. Mach. Learn. Cybern., 2021)

Improve relation extraction with dual attention-guided graph convolutional networks. - Zhixin Li 001; Yaru Sun; Jianwei Zhu; Suqin Tang; Canlong Zhang; Huifang Ma (Neural Comput. Appl., 2021)

Joint deep separable convolution network and border regression reinforcement for object detection. - Yu Quan; Zhixin Li 001; Shengjia Chen; Canlong Zhang; Huifang Ma (Neural Comput. Appl., 2021)

A Semi-supervised Learning Approach Based on Adaptive Weighted Fusion for Automatic Image Annotation. - Zhixin Li 001; Lan Lin; Canlong Zhang; Huifang Ma; Weizhong Zhao; Zhi-Ping Shi 002 (ACM Trans. Multim. Comput. Commun. Appl., 2021)

Integrating Scene Semantic Knowledge into Image Captioning. - Haiyang Wei; Zhixin Li 001; Feicheng Huang; Canlong Zhang; Huifang Ma; Zhongzhi Shi (ACM Trans. Multim. Comput. Commun. Appl., 2021)

Causal-SETR: A SEgmentation TRansformer Variant Based on Causal Intervention. - Wei Li 233; Zhixin Li 001 (ACCV (7), 2022)

Multi-behavior Recommendation with Two-Level Graph Attentional Networks. - Yunhe Wei; Huifang Ma; Yike Wang 001; Zhixin Li 001; Liang Chang 003 (DASFAA (2), 2022)

Enhancing Session-Based Recommendation with Global Context Information and Knowledge Graph. - Xiaohui Zhang 020; Huifang Ma; Zihao Gao; Zhixin Li 001; Liang Chang 003 (DASFAA (2), 2022)

Domain Adaptative Semantic Segmentation by Fine-Grained Alignment. - Zhixin Li 001; Wei Li 233; Jia Zhang (ICANN (4), 2022)

Data Augmented Dual-Attention Interactive Image Classification Network. - Qiangxi Zhu; Zhixin Li 001 (ICANN (3), 2022)

Mixed Knowledge Relation Transformer for Image Captioning. - Tianyu Chen; Zhixin Li 001; Jiahui Wei; Tiantao Xian (ICASSP, 2022)

Improve Image Captioning Via Relation Modeling. - Feicheng Huang; Zhixin Li 001 (ICASSP, 2022)

Exploring Dual Stream Global Information For Image Captioning. - Tiantao Xian; Zhixin Li 001; Tianyu Chen; Huifang Ma (ICASSP, 2022)

Multi-Level Relation Aware Network for Person Re-Identification. - Jing Yang 046; Canlong Zhang; Zhixin Li 001; Yanping Tang (ICASSP, 2022)

Local Spectral for Multiresolution Community Search in Attributed Graph. - Qingqing Li; Huifang Ma; Zhixin Li 001; Liang Chang 003 (ICME, 2022)

Dynamic Transformer for Image Captioning. - Tiantao Xian; Zhixin Li 001; Tianyu Chen; Huifang Ma (ICME, 2022)

GRDN: Graph Relation Decision Network for Object Detection. - Xiwei Yang; Xinfang Zhong; Zhixin Li 001 (ICME, 2022)

SATNet: Captioning with Semantic Alignment and Feature Enhancement. - Wenhui Bai; Canlong Zhang; Zhixin Li 001; Peiyi Wei; Zhiwen Wang 001 (ICONIP (3), 2022)

Multi-level Network Based on Text Attention and Pose-Guided for Person Re-ID. - Xi Wang; Canlong Zhang; Zhixin Li 001; Zhiwen Wang 001 (ICONIP (7), 2022)

Dual-network Multi-attention Collaborative Classification Based on Fine-grained Vision. - Qiangxi Zhu; Wenlan Kuang; Zhixin Li 001 (ICPR, 2022)

Graph Structure Guided Transformer for Semantic Segmentation. - Luyang Qian; Canlong Zhang; Zhixin Li 001; Zhiwen Wang 001 (ICTAI, 2022)

Image Captioning According to User's Intention and Style. - Yuhang Wang; Canlong Zhang; Zhiwen Wang 001; Zhixin Li 001 (IJCNN, 2022)

A Knowledge Graph Recommendation Model via High-order Feature Interaction and Intent Decomposition. - Ruoyi Zhang; Huifang Ma; Qingfeng Li 001; Zhixin Li 001; Yike Wang 001 (IJCNN, 2022)

An Effective Two-way Metapath Encoder over Heterogeneous Information Network for Recommendation. - Yanbin Jiang; Huifang Ma; Xiaohui Zhang 020; Zhixin Li 001; Liang Chang 003 (ICMR, 2022)

Image-Text Matching with Fine-Grained Relational Dependency and Bidirectional Attention-Based Generative Networks. - Jianwei Zhu; Zhixin Li 001; Yufei Zeng; Jiahui Wei; Huifang Ma (ACM Multimedia, 2022)

Fine-Grained Bidirectional Attention-Based Generative Networks for Image-Text Matching. - Zhixin Li 001; Jianwei Zhu; Jiahui Wei; Yufei Zeng (ECML/PKDD (3), 2022)

Co-contrastive Self-supervised Learning for Drug-Disease Association Prediction. - Zihao Gao; Huifang Ma; Xiaohui Zhang 020; Zheyu Wu; Zhixin Li 001 (PRICAI (1), 2022)

A Semantic Similarity Distance-Aware Contrastive Learning for Abstractive Summarization. - Ying Huang; Zhixin Li 001 (PRICAI (1), 2022)

Co-contrastive Learning for Multi-behavior Recommendation. - Qingfeng Li 001; Huifang Ma; Ruoyi Zhang; Wangyu Jin; Zhixin Li 001 (PRICAI (3), 2022)

Cross-View Contrastive Learning for Knowledge-Aware Session-Based Recommendation. - Xiaohui Zhang 020; Huifang Ma; Fanyi Yang; Zhixin Li 001; Liang Chang 003 (PRICAI (3), 2022)

Cross-scale Dynamic Relation Network for Object Detection. - Xinfang Zhong; Zhixin Li 001 (PRICAI (1), 2022)

Flexible Image Captioning via Internal Understanding and External Reasoning. - Jiahui Wei; Zhixin Li 001; Jianwei Zhu; Huifang Ma (SDM, 2022)

Fine-Grained matching with multi-perspective similarity modeling for cross-modal retrieval. - Xiumin Xie; Chuanwen Hou; Zhixin Li 001 (UAI, 2022)

Unsupervised hash retrieval based on multiple similarity matrices and text self-attention mechanism. - Chuanwen Hou; Zhixin Li 001; Jingli Wu (Appl. Intell., 2022)

Modelling risk and return awareness for p2p lending recommendation with graph convolutional networks. - Yuhang Liu; Huifang Ma; Yanbin Jiang; Zhixin Li 001 (Appl. Intell., 2022)

Tracking knowledge proficiency of students with calibrated Q-matrix. - Wentao Wang; Huifang Ma; Yan Zhao; Zhixin Li 001; Xiangchun He (Expert Syst. Appl., 2022)

Community search over heterogeneous information networks via weighting strategy and query replacement. - Fanyi Yang; Huifang Ma; Weiwei Gao; Zhixin Li 001 (Frontiers Comput. Sci., 2022)

Exploiting cross-session information for knowledge-aware session-based recommendation via graph attention networks. - Xiaohui Zhang 020; Huifang Ma; Zihao Gao; Zhixin Li 001; Liang Chang 003 (Int. J. Intell. Syst., 2022)

Improving image captioning with Pyramid Attention and SC-GAN. - Tianyu Chen; Zhixin Li 001; Jingli Wu; Huifang Ma; Bianping Su (Image Vis. Comput., 2022)

Distinguishing foreground and background alignment for unsupervised domain adaptative semantic segmentation. - Jia Zhang; Wei Li 233; Zhixin Li 001 (Image Vis. Comput., 2022)

Fine-grained bidirectional attentional generation and knowledge-assisted networks for cross-modal retrieval. - Jianwei Zhu; Zhixin Li 001; Jiahui Wei; Yufei Zeng; Huifang Ma (Image Vis. Comput., 2022)

Dual attention interactive fine-grained classification network based on data augmentation. - Qiangxi Zhu; Wenlan Kuang; Zhixin Li 001 (J. Vis. Commun. Image Represent., 2022)

Multiple instance relation graph reasoning for cross-modal hash retrieval. - Chuanwen Hou; Zhixin Li 001; Zhenjun Tang; Xiumin Xie; Huifang Ma (Knowl. Based Syst., 2022)

Searching Target Communities with Outliers in attributed graph. - Qingqing Li; Huifang Ma; Ju Li 004; Zhixin Li 001; Yanbin Jiang (Knowl. Based Syst., 2022)

Fast semantic segmentation network with attention gate and multi-layer fusion. - Yanping Tang; Canlong Zhang; Qinghe Cheng; Zhixin Li 001; Luyang Qian (Multim. Tools Appl., 2022)

Correction to: Fast semantic segmentation network with attention gate and multi-layer fusion. - Yanping Tang; Canlong Zhang; Qinghe Cheng; Zhixin Li 001; Luyang Qian (Multim. Tools Appl., 2022)

Fine-grained alignment network and local attention network for person re-identification. - Dongming Zhou; Canlong Zhang; Yanping Tang; Zhixin Li 001 (Multim. Tools Appl., 2022)

PAFM: pose-drive attention fusion mechanism for occluded person re-identification. - Jing Yang 046; Canlong Zhang; Yanping Tang; Zhixin Li 001 (Neural Comput. Appl., 2022)

Hierarchical attention network for attributed community detection of joint representation. - Qiqi Zhao; Huifang Ma; Lijun Guo; Zhixin Li 001 (Neural Comput. Appl., 2022)

Dual Global Enhanced Transformer for image captioning. - Tiantao Xian; Zhixin Li 001; Canlong Zhang; Huifang Ma (Neural Networks, 2022)

PBGN: Phased Bidirectional Generation Network in Text-to-Image Synthesis. - Jianwei Zhu; Zhixin Li 001; Jiahui Wei; Huifang Ma (Neural Process. Lett., 2022)

Adaptive Path Selection for Dynamic Image Captioning. - Tiantao Xian; Zhixin Li 001; Zhenjun Tang; Huifang Ma (IEEE Trans. Circuits Syst. Video Technol., 2022)

Community detection with attributed random walk via seed replacement. - Yang Chang; Huifang Ma; Liang Chang 003; Zhixin Li 001 (Frontiers Comput. Sci., 2022)

Target-Aware Tracking with Long-Term Context Attention. - Kaijie He; Canlong Zhang; Sheng Xie; Zhixin Li 001; Zhiwen Wang 001 (AAAI, 2023)

BACON: Boundary-guided Polypharmacy Side Effect Prediction via Integrating Molecular Structures and Biochemical Information. - Yike Wang 001; Huifang Ma; Zihao Gao; Zhixin Li 001; Liang Chang 003 (BIBM, 2023)

Synergistic Disease Similarity Measurement via Unifying Hierarchical Relation Perception and Association Capturing. - Zihao Gao; Huifang Ma; Yike Wang 001; Zhixin Li 001; Liang Chang 003 (CIKM, 2023)

Co-guided Random Walk for Polarized Communities Search. - Fanyi Yang; Huifang Ma; Cairui Yan; Zhixin Li 001; Liang Chang 003 (CIKM, 2023)

Intra- and Inter-behavior Contrastive Learning for Multi-behavior Recommendation. - Qingfeng Li 001; Huifang Ma; Ruoyi Zhang; Wangyu Jin; Zhixin Li 001 (DASFAA (2), 2023)

Multi-scale Community Detection in Subspace of Attribute. - Cairui Yan; Huifang Ma; Yuechen Tang; Xiaohong Li 012; Zhixin Li 001 (DASFAA (3), 2023)

Local Spectral for Polarized Communities Search in Attributed Signed Network. - Fanyi Yang; Huifang Ma; Wentao Wang; Zhixin Li 001; Liang Chang 003 (DASFAA (3), 2023)

Dual-View Self-supervised Co-training for Knowledge Graph Recommendation. - Ruoyi Zhang; Huifang Ma; Qingfeng Li 001; Yike Wang 001; Zhixin Li 001 (DASFAA (2), 2023)

Balancing and Contrasting Biased Samples for Debiased Visual Question Answering. - Runlin Cao; Zhixin Li 001 (ICDM, 2023)

A Progressive Gated Attention Model for Fine-Grained Visual Classification. - Qiangxi Zhu; Zhixin Li 001 (ICME, 2023)

Customized Anchors Can Better Fit the Target in Siamese Tracking. - Shuqi Pan; Canlong Zhang; Zhixin Li 001; Liaojie Hu; Yanfang Deng (ICONIP (15), 2023)

Text-Based Person re-ID by Saliency Mask and Dynamic Label Smoothing. - Yonghua Pang; Canlong Zhang; Zhixin Li 001; Liaojie Hu (ICONIP (5), 2023)

Multi-scale Context Aggregation for Video-Based Person Re-Identification. - Lei Wu; Canlong Zhang; Zhixin Li 001; Liaojie Hu (ICONIP (14), 2023)

Multi-label Image Classification with Multi-scale Global-Local Semantic Graph Network. - Wenlan Kuang; Qiangxi Zhu; Zhixin Li 001 (ECML/PKDD (3), 2023)

Graph Rebasing and Joint Similarity Reconstruction for Cross-Modal Hash Retrieval. - Dan Yao; Zhixin Li 001 (ECML/PKDD (2), 2023)

Overcoming Language Priors for Visual Question Answering via Loss Rebalancing Label and Global Context. - Runlin Cao; Zhixin Li 001 (UAI, 2023)

Enhance understanding and reasoning ability for image captioning. - Jiahui Wei; Zhixin Li 001; Jianwei Zhu; Huifang Ma (Appl. Intell., 2023)

KGCL: A Knowledge-enhanced Graph Contrastive learning framework for session-based recommendation. - Xiaohui Zhang 020; Huifang Ma; Fanyi Yang; Zhixin Li 001; Liang Chang 003 (Eng. Appl. Artif. Intell., 2023)

Heterogeneous graph convolution based on In-domain Self-supervision for Multimodal Sentiment Analysis. - Yufei Zeng; Zhixin Li 001; Zhenjun Tang; Zhenbin Chen; Huifang Ma (Expert Syst. Appl., 2023)

Unifying knowledge iterative dissemination and relational reconstruction network for image-text matching. - Xiumin Xie; Zhixin Li 001; Zhenjun Tang; Dan Yao; Huifang Ma (Inf. Process. Manag., 2023)

Attributed multi-query community search via random walk similarity. - Qingqing Li; Huifang Ma; Ju Li 004; Zhixin Li 001; Liang Chang 003 (Inf. Sci., 2023)

Modeling graph-structured contexts for image captioning. - Zhixin Li 001; Jiahui Wei; Feicheng Huang; Huifang Ma (Image Vis. Comput., 2023)

Adaptive target community search with sample expansion. - Haijiao Liu; Huifang Ma; Zhixin Li 001; Liang Chang 003 (Knowl. Based Syst., 2023)

Dual graph attention networks for multi-behavior recommendation. - Yunhe Wei; Huifang Ma; Yike Wang 001; Zhixin Li 001; Liang Chang 003 (Int. J. Mach. Learn. Cybern., 2023)

Robust Image Hashing With Isomap and Saliency Map for Copy Detection. - Xiaoping Liang; Zhenjun Tang; Jingli Wu; Zhixin Li 001; Xinpeng Zhang 001 (IEEE Trans. Multim., 2023)

Reinforced domain adaptation with attention and adversarial learning for unsupervised person Re-ID. - Peiyi Wei; Canlong Zhang; Yanping Tang; Zhixin Li 001; Zhiwen Wang 001 (Appl. Intell., 2023)

Fusing bilinear multi-channel gated vector for fine-grained classification. - Qiangxi Zhu; Wenlan Kuang; Zhixin Li 001 (Mach. Vis. Appl., 2023)

Robust Image Hashing With Saliency Map And Sparse Model. - Mengzhu Yu; Zhenjun Tang; Zhixin Li 001; Xiaoping Liang; Xianquan Zhang (Comput. J., 2023)

Discriminative feature mining with relation regularization for person re-identification. - Jing Yang 046; Canlong Zhang; Zhixin Li 001; Yanping Tang; Zhiwen Wang 001 (Inf. Process. Manag., 2023)

MLCB-Net: a multi-level class balancing network for domain adaptive semantic segmentation. - Wei Li 233; Xiwei Yang; Zhixin Li 001 (Multim. Syst., 2023)

FIRE: knowledge-enhanced recommendation with feature interaction and intent-aware attention networks. - Ruoyi Zhang; Huifang Ma; Qingfeng Li 001; Yike Wang 001; Zhixin Li 001 (Appl. Intell., 2023)

Dual-view co-contrastive learning for multi-behavior recommendation. - Qingfeng Li 001; Huifang Ma; Ruoyi Zhang; Wangyu Jin; Zhixin Li 001 (Appl. Intell., 2023)

Dual-scale Contrastive Learning for multi-behavior recommendation. - Qingfeng Li 001; Huifang Ma; Ruoyi Zhang; Wangyu Jin; Zhixin Li 001 (Appl. Soft Comput., 2023)

RICH: A rapid method for image-text cross-modal hash retrieval. - Bo Li 144; Dan Yao; Zhixin Li 001 (Displays, 2023)

A collaborative gated attention network for fine-grained visual classification. - Qiangxi Zhu; Wenlan Kuang; Zhixin Li 001 (Displays, 2023)

A multichannel location-aware interaction network for visual classification. - Qiangxi Zhu; Zhixin Li 001; Wenlan Kuang; Huifang Ma (Appl. Intell., 2023)

Efficient multi-scale community search method based on spectral graph wavelet. - Cairui Yan; Huifang Ma; Qingqing Li; Fanyi Yang; Zhixin Li 001 (Frontiers Comput. Sci., 2023)

Improving semantic segmentation with knowledge reasoning network. - Shengjia Chen; Xiwei Yang; Zhixin Li 001 (J. Vis. Commun. Image Represent., 2023)

Causal-ViT: Robust Vision Transformer by causal intervention. - Wei Li 233; Zhixin Li 001; Xiwei Yang; Huifang Ma (Eng. Appl. Artif. Intell., 2023)

Mining graph-based dynamic relationships for object detection. - Xiwei Yang; Zhixin Li 001; Xinfang Zhong; Canlong Zhang; Huifang Ma (Eng. Appl. Artif. Intell., 2023)

Polarized Communities Search via Co-guided Random Walk in Attributed Signed Networks. - Fanyi Yang; Huifang Ma; Cairui Yan; Zhixin Li 001; Liang Chang 003 (ACM Trans. Internet Techn., 2023)

Unifying Dual-Attention and Siamese Transformer Network for Full-Reference Image Quality Assessment. - Zhenjun Tang; Zhiyuan Chen; Zhixin Li 001; Bineng Zhong; Xianquan Zhang; Xinpeng Zhang 001 (ACM Trans. Multim. Comput. Commun. Appl., 2023)

Aspect-level sentiment analysis based on semantic heterogeneous graph convolutional network. - Yufei Zeng; Zhixin Li 001; Zhenbin Chen; Huifang Ma (Frontiers Comput. Sci., 2023)

External knowledge-assisted Transformer for image captioning. - Zhixin Li 001; Qiang Su; Tianyu Chen (Image Vis. Comput., 2023)

Beyond Language Bias: Overcoming Multimodal Shortcut and Distribution Biases for Robust Visual Question Answering. - Jingliang Gu; Zhixin Li 001 (CIKM, 2024)

MV-BART: Multi-view BART for Multi-modal Sarcasm Detection. - Xingjie Zhuang; Fengling Zhou; Zhixin Li 001 (CIKM, 2024)

Path-Aware Co-contrastive Learning for Signed Directed Network Embedding. - Yuechen Tang; Huifang Ma; Ke Shu; Zhixin Li 001; Liang Chang 003 (DASFAA (6), 2024)

Time-aware Session Modeling for Knowledge Tracing. - Jing Wang; Huifang Ma; Mengyuan Zhang; Zhixin Li 001; Liang Chang 003 (DASFAA (4), 2024)

Dual-Channel Dual-Scale Interactive Learning for the Prediction of Compound-Protein Interaction. - Zheyu Wu; Huifang Ma; Bin Deng; Zhixin Li 001; Liang Chang 003 (DASFAA (7), 2024)

Key Substructure-Driven Backdoor Attacks on Graph Neural Networks. - Haibin Tong; Huifang Ma; Hui Shen; Zhixin Li 001; Liang Chang 003 (ICANN (5), 2024)

Adaptive Prompt Construction Method for Relation Extraction. - Zhenbin Chen; Zhixin Li 001; Ying Huang; Zhenjun Tang (ICASSP, 2024)

Gradually Spatio-Temporal Feature Activation for Target Tracking. - Yanfang Deng; Canlong Zhang; Zhixin Li 001; Chunrong Wei; Zhiwen Wang 001; Shuqi Pan (ICASSP, 2024)

Multi-Modal Sarcasm Detection via Dual Synergetic Perception Graph Convolutional Networks. - Xingjie Zhuang; Zhixin Li 001 (ICDM, 2024)

Mask-guided Salient Feature Mining for Cloth-Changing Person Re-identification. - Liman Jiang; Canlong Zhang; Lei Wu; Zhixin Li 001; Zhiwen Wang 001; Chunrong Wei (ICME, 2024)

Robust VQA via Internal and External Interaction of Modal Information and Question Transformation. - Dahe Peng; Rongrong Shen; Zhixin Li 001 (ICME, 2024)

Mining Similarity Relationships for Unsupervised Cross-Modal Hashing. - You Wu; Zhixin Li 001 (ICME, 2024)

Person Re-identification utilizing Text to Search Video. - Shunkai Zhou; Canlong Zhang; Zhixin Li 001; Zhiwen Wang 001; Chunrong Wei (ICME, 2024)

Team HUGE: Image-Text Matching via Hierarchical and Unified Graph Enhancing. - Bo Li 144; You Wu; Zhixin Li 001 (ICMR, 2024)

Modeling Multi-Task Joint Training of Aggregate Networks for Multi-Modal Sarcasm Detection. - Lisong Ou; Zhixin Li 001 (ICMR, 2024)

Robust Video Hashing with Non-negative Tensor Factorization for Copy Detection. - Mengzhu Yu; Zhenjun Tang; Huijiang Zhuang; Xiaoping Liang; Zhixin Li 001; Xianquan Zhang (ICMR, 2024)

Distilled Cross-Combination Transformer for Image Captioning with Dual Refined Visual Features. - Junbo Hu; Zhixin Li 001 (ACM Multimedia, 2024)

Multi-Interest Network with Simple Diffusion for Multi-Behavior Sequential Recommendation. - Qingfeng Li 001; Huifang Ma; Wangyu Jin; Yugang Ji; Zhixin Li 001 (SDM, 2024)

Co-guided Dual-channel Graph Neural Networks for the prediction of compound-protein interaction. - Zheyu Wu; Huifang Ma; Bin Deng; Zhixin Li 001; Liang Chang 003 (Appl. Soft Comput., 2024)

Object detection with a dynamic interactive network based on relational graph routing. - Xiwei Yang; Zhixin Li 001; Wenlan Kuang; Canlong Zhang; Huifang Ma (Appl. Soft Comput., 2024)

Crucial rather than random: Attacking crucial substructure for backdoor attacks on graph neural networks. - Haibin Tong; Huifang Ma; Hui Shen; Zhixin Li 001; Liang Chang 003 (Eng. Appl. Artif. Intell., 2024)

Unsupervised cross-modal hashing retrieval via Dynamic Contrast and Optimization. - Xiumin Xie; Zhixin Li 001; Bo Li 144; Canlong Zhang; Huifang Ma (Eng. Appl. Artif. Intell., 2024)

GAP: A novel Generative context-Aware Prompt-tuning method for relation extraction. - Zhenbin Chen; Zhixin Li 001; Yufei Zeng; Canlong Zhang; Huifang Ma (Expert Syst. Appl., 2024)

Multi-view discriminative edge heterophily contrastive learning network for attributed graph anomaly detection. - Wangyu Jin; Huifang Ma; Yingyue Zhang; Zhixin Li 001; Liang Chang 003 (Expert Syst. Appl., 2024)

Hypergraph-enhanced multi-interest learning for multi-behavior sequential recommendation. - Qingfeng Li 001; Huifang Ma; Wangyu Jin; Yugang Ji; Zhixin Li 001 (Expert Syst. Appl., 2024)

Full-view salient feature mining and alignment for text-based person search. - Sheng Xie; Canlong Zhang; Enhao Ning; Zhixin Li 001; Zhiwen Wang 001; Chunrong Wei (Expert Syst. Appl., 2024)

Sentence salience contrastive learning for abstractive text summarization. - Ying Huang; Zhixin Li 001; Zhenbin Chen; Canlong Zhang; Huifang Ma (Neurocomputing, 2024)

A review on video person re-identification based on deep learning. - Haifei Ma; Canlong Zhang; Yifeng Zhang; Zhixin Li 001; Zhiwen Wang 001; Chunrong Wei (Neurocomputing, 2024)

Adaptive graph reasoning network for object detection. - Xinfang Zhong; Wenlan Kuang; Zhixin Li 001 (Image Vis. Comput., 2024)

Exploring refined dual visual features cross-combination for image captioning. - Junbo Hu; Zhixin Li 001; Qiang Su; Zhenjun Tang; Huifang Ma (Neural Networks, 2024)

Large-Scale Cross-Modal Hashing with Unified Learning and Multi-Object Regional Correlation Reasoning. - Bo Li 144; Zhixin Li 001 (Neural Networks, 2024)

Robust visual question answering via polarity enhancement and contrast. - Dahe Peng; Zhixin Li 001 (Neural Networks, 2024)

Mining core information by evaluating semantic importance for unpaired image captioning. - Jiahui Wei; Zhixin Li 001; Canlong Zhang; Huifang Ma (Neural Networks, 2024)

A feature-based restoration dynamic interaction network for multimodal sentiment analysis. - Yufei Zeng; Zhixin Li 001; Zhenbin Chen; Huifang Ma (Eng. Appl. Artif. Intell., 2024)

Robust Hashing via Global and Local Invariant Features for Image Copy Detection. - Xiaoping Liang; Zhenjun Tang; Zhixin Li 001; Mengzhu Yu; Hanyun Zhang; Xianquan Zhang (ACM Trans. Multim. Comput. Commun. Appl., 2024)

Incorporating metapath interaction on heterogeneous information network for social recommendation. - Yanbin Jiang; Huifang Ma; Xiaohui Zhang 020; Zhixin Li 001; Liang Chang 003 (Frontiers Comput. Sci., 2024)

Adaptive fusion of structure and attribute guided polarized communities search. - Fanyi Yang; Huifang Ma; Wentao Wang; Zhixin Li 001; Liang Chang 003 (Frontiers Comput. Sci., 2024)

Multiresolution Local Spectral Attributed Community Search. - Qingqing Li; Huifang Ma; Zhixin Li 001; Liang Chang 003 (ACM Trans. Web, 2024)

Visual contextual relationship augmented transformer for image captioning. - Qiang Su; Junbo Hu; Zhixin Li 001 (Appl. Intell., 2024)

SiamCA: Siamese visual tracking with customized anchor and target-aware interaction. - Shuqi Pan; Canlong Zhang; Zhixin Li 001; Liaojie Hu (Expert Syst. Appl., 2024)

Similarity Graph-correlation Reconstruction Network for unsupervised cross-modal hashing. - Dan Yao; Zhixin Li 001; Bo Li 144; Canlong Zhang; Huifang Ma (Expert Syst. Appl., 2024)

Pre-training Question Embeddings for Improving Knowledge Tracing with Self-supervised Bi-graph Co-contrastive Learning. - Wentao Wang; Huifang Ma; Yan Zhao; Zhixin Li 001 (ACM Trans. Knowl. Discov. Data, 2024)

Multi-label image classification with multi-layered multi-perspective dynamic semantic representation. - Wenlan Kuang; Zhixin Li 001 (Mach. Learn., 2024)

Text-based person search by non-saliency enhancing and dynamic label smoothing. - Yonghua Pang; Canlong Zhang; Zhixin Li 001; Chunrong Wei; Zhiwen Wang 001 (Neural Comput. Appl., 2024)

Attribute subspace-guided multi-scale community detection. - Cairui Yan; Huifang Ma; Yuechen Tang; Zhixin Li 001 (Neural Comput. Appl., 2024)

Target-Aware Tracking With Spatial-Temporal Context Attention. - Kaijie He; Canlong Zhang; Sheng Xie; Zhixin Li 001; Zhi-Wen Wang 001; Rui-Guo Qin (IEEE Trans. Circuits Syst. Video Technol., 2024)

Robust Hashing with Deep Features and Meixner Moments for Image Copy Detection. - Mengzhu Yu; Zhenjun Tang; Xiaoping Liang; Xianquan Zhang; Zhixin Li 001; Xinpeng Zhang 001 (ACM Trans. Multim. Comput. Commun. Appl., 2024)

Two-stream Semantic Alignment Networks for Multi-label Image Classification. - Wenlan Kuang; Zhixin Li 001 (ICASSP, 2025)

DMR-XNet: Dynamic Multi-Relation Cross-Fusion Network for Aspect-Based Multimodal Sentiment Analysis. - Fengling Zhou; Zhixin Li 001 (ICMR, 2025)

Criterion-guided polypharmacy side effects prediction with dual-view contrastive learning. - Yike Wang 001; Huifang Ma; Zihao Gao; Zhixin Li 001; Liang Chang 003 (Appl. Soft Comput., 2025)

Dynamic window sampling strategy for image captioning. - Zhixin Li 001; Jiahui Wei; Tiantao Xian; Canlong Zhang; Huifang Ma (Eng. Appl. Artif. Intell., 2025)

Recursively learning fine-grained spatial-temporal features for video-based person Re-identification. - Haifei Ma; Canlong Zhang; Zhixin Li 001; Zhiwen Wang 001 (Eng. Appl. Artif. Intell., 2025)

Multi-scale Feature Refinement via Perspective Scaling and Adaptive Regularization for text-based person search. - Sheng Xie; Canlong Zhang; Runcong Ma; Zhixin Li 001; Zhiwen Wang 001; Chunrong Wei (Eng. Appl. Artif. Intell., 2025)

A cross-modal collaborative guiding network for sarcasm explanation in multi-modal multi-party dialogues. - Xingjie Zhuang; Zhixin Li 001; Canlong Zhang; Huifang Ma (Eng. Appl. Artif. Intell., 2025)

KDCS-PPI: Knowledge distillation with counterfactual sampling for Protein-Protein Interaction prediction. - Bin Deng; Huifang Ma; Ruijia Zhang; Zhixin Li 001; Liang Chang 003 (Expert Syst. Appl., 2025)

Efficient parameter-free adaptive hashing for large-scale cross-modal retrieval. - Bo Li 144; You Wu; Zhixin Li 001 (Int. J. Approx. Reason., 2025)

Relevance-aware prompt-tuning method for multimodal social entity and relation extraction. - Zhenbin Chen; Zhixin Li 001; Mingqi Liu; Canlong Zhang; Huifang Ma (Neurocomputing, 2025)

Robust data augmentation and contrast learning for debiased visual question answering. - Ke Ning; Zhixin Li 001 (Neurocomputing, 2025)

Modeling inter-modal incongruous sentiment expressions for multi-modal sarcasm detection. - Lisong Ou; Zhixin Li 001 (Neurocomputing, 2025)

Revising similarity relationship hashing for unsupervised cross-modal retrieval. - You Wu; Bo Li 144; Zhixin Li 001 (Neurocomputing, 2025)

Unsupervised infrared-visible person re-identification by multi-level Dual-Stream Contrastive Learning. - Yifeng Zhang; Canlong Zhang; Haifei Ma; Zhixin Li 001; Zhiwen Wang 001; Chunrong Wei (Neurocomputing, 2025)

Fusing grid and adaptive region features for image captioning. - Jiahui Wei; Zhixin Li 001; Canlong Zhang; Huifang Ma (Image Vis. Comput., 2025)

DyCR-Net: A dynamic context-aware routing network for multi-modal sarcasm detection in conversation. - Xingjie Zhuang; Zhixin Li 001; Fengling Zhou; Jingliang Gu; Canlong Zhang; Huifang Ma (Knowl. Based Syst., 2025)

MSB-VQA: Overcoming multiple source biases for robust visual question answering. - Jingliang Gu; Xingjie Zhuang; Zhixin Li 001 (Neural Networks, 2025)

Dual-view graph-of-graph representation learning with graph Transformer for graph-level anomaly detection. - Wangyu Jin; Huifang Ma; Yingyue Zhang; Zhixin Li 001; Liang Chang 003 (Neural Networks, 2025)

Beyond Homophily: Class imbalance graph classification via Rewiring Graph of Graphs. - Hui Shen; Huifang Ma; Jiyuan Sun; Yuwei Gao; Zhixin Li 001 (Neural Networks, 2025)

Enhancing robust VQA via contrastive and self-supervised learning. - Runlin Cao; Zhixin Li 001; Zhenjun Tang; Canlong Zhang; Huifang Ma (Pattern Recognit., 2025)

Unbiased VQA via modal information interaction and question transformation. - Dahe Peng; Zhixin Li 001 (Pattern Recognit., 2025)

Multi-modal Sarcasm Detection on Social Media via Multi-Granularity Information Fusion. - Lisong Ou; Zhixin Li 001 (ACM Trans. Multim. Comput. Commun. Appl., 2025)

Joint feature augmentation and posture label for cloth-changing person re-identification. - Liman Jiang; Canlong Zhang; Lei Wu; Zhixin Li 001; Zhiwen Wang 001; Chunrong Wei (Multim. Syst., 2025)

Hierarchical-enhanced graph convolutional networks leveraging causal inference for aspect-based sentiment analysis. - Fengling Zhou; Zhixin Li 001; Canlong Zhang; Huifang Ma (Appl. Intell., 2025)

Multi-Modal Sarcasm Detection via Knowledge-Aware Focused Graph Convolutional Networks. - Xingjie Zhuang; Fengling Zhou; Zhixin Li 001 (ACM Trans. Multim. Comput. Commun. Appl., 2025)

Enhancing knowledge tracing with fine-grained session modeling. - Jing Wang; Huifang Ma; Mengyuan Zhang; Zhixin Li 001; Liang Chang 003 (Int. J. Mach. Learn. Cybern., 2025)

Adaptive confidence-driven learning and cross-modal hard sample mining for unsupervised visible-infrared person re-identification. - Yifeng Zhang; Canlong Zhang; Haifei Ma; Zhixin Li 001; Zhiwen Wang 001; Chunrong Wei (Inf. Process. Manag., 2026)