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Huifang Ma
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2020 – today
- 2025
- [j88]Xingjie Zhuang, Zhixin Li, Canlong Zhang, Huifang Ma:
A cross-modal collaborative guiding network for sarcasm explanation in multi-modal multi-party dialogues. Eng. Appl. Artif. Intell. 142: 109884 (2025) - [j87]Runlin Cao, Zhixin Li, Zhenjun Tang, Canlong Zhang, Huifang Ma:
Enhancing robust VQA via contrastive and self-supervised learning. Pattern Recognit. 159: 111129 (2025) - 2024
- [j86]Ke Shu, Huifang Ma, Jinpeng Yang, Di Zhang:
GraphSmin: Imbalanced dissolved gas analysis with contrastive dual-channel graph filters. Adv. Eng. Informatics 62: 102839 (2024) - [j85]Zheyu Wu, Huifang Ma, Bin Deng, Zhixin Li, Liang Chang:
Co-guided Dual-channel Graph Neural Networks for the prediction of compound-protein interaction. Appl. Soft Comput. 163: 111875 (2024) - [j84]Xiwei Yang, Zhixin Li, Wenlan Kuang, Canlong Zhang, Huifang Ma:
Object detection with a dynamic interactive network based on relational graph routing. Appl. Soft Comput. 165: 112119 (2024) - [j83]Yufei Zeng, Zhixin Li, Zhenbin Chen, Huifang Ma:
A feature-based restoration dynamic interaction network for multimodal sentiment analysis. Eng. Appl. Artif. Intell. 127(Part B): 107335 (2024) - [j82]Haibin Tong, Huifang Ma, Hui Shen, Zhixin Li, Liang Chang:
Crucial rather than random: Attacking crucial substructure for backdoor attacks on graph neural networks. Eng. Appl. Artif. Intell. 136: 108966 (2024) - [j81]Xiumin Xie, Zhixin Li, Bo Li, Canlong Zhang, Huifang Ma:
Unsupervised cross-modal hashing retrieval via Dynamic Contrast and Optimization. Eng. Appl. Artif. Intell. 136: 108969 (2024) - [j80]Dan Yao, Zhixin Li, Bo Li, Canlong Zhang, Huifang Ma:
Similarity Graph-correlation Reconstruction Network for unsupervised cross-modal hashing. Expert Syst. Appl. 237(Part B): 121516 (2024) - [j79]Zhenbin Chen, Zhixin Li, Yufei Zeng, Canlong Zhang, Huifang Ma:
GAP: A novel Generative context-Aware Prompt-tuning method for relation extraction. Expert Syst. Appl. 248: 123478 (2024) - [j78]Wangyu Jin, Huifang Ma, Yingyue Zhang, Zhixin Li, Liang Chang:
Multi-view discriminative edge heterophily contrastive learning network for attributed graph anomaly detection. Expert Syst. Appl. 255: 124460 (2024) - [j77]Qingfeng Li, Huifang Ma, Wangyu Jin, Yugang Ji, Zhixin Li:
Hypergraph-enhanced multi-interest learning for multi-behavior sequential recommendation. Expert Syst. Appl. 255: 124497 (2024) - [j76]Yanbin Jiang, Huifang Ma, Xiaohui Zhang, Zhixin Li, Liang Chang:
Incorporating metapath interaction on heterogeneous information network for social recommendation. Frontiers Comput. Sci. 18(1): 181302 (2024) - [j75]Fanyi Yang, Huifang Ma, Wentao Wang, Zhixin Li, Liang Chang:
Adaptive fusion of structure and attribute guided polarized communities search. Frontiers Comput. Sci. 18(1): 181337 (2024) - [j74]Ying Huang, Zhixin Li, Zhenbin Chen, Canlong Zhang, Huifang Ma:
Sentence salience contrastive learning for abstractive text summarization. Neurocomputing 593: 127808 (2024) - [j73]Yan Zhao, Huifang Ma, Jing Wang, Xiangchun He, Liang Chang:
Question-response representation with dual-level contrastive learning for improving knowledge tracing. Inf. Sci. 658: 120032 (2024) - [j72]Cairui Yan, Huifang Ma, Yuechen Tang, Zhixin Li:
Attribute subspace-guided multi-scale community detection. Neural Comput. Appl. 36(22): 13975-13988 (2024) - [j71]Jiahui Wei, Zhixin Li, Canlong Zhang, Huifang Ma:
Mining core information by evaluating semantic importance for unpaired image captioning. Neural Networks 179: 106519 (2024) - [j70]Junbo Hu, Zhixin Li, Qiang Su, Zhenjun Tang, Huifang Ma:
Exploring refined dual visual features cross-combination for image captioning. Neural Networks 180: 106710 (2024) - [j69]Xiaohong Li, Qixuan Peng, Ruihong Li, Huifang Ma:
Dual graph neural network for overlapping community detection. J. Supercomput. 80(2): 2196-2222 (2024) - [j68]Wentao Wang, Huifang Ma, Yan Zhao, Zhixin Li:
Pre-training Question Embeddings for Improving Knowledge Tracing with Self-supervised Bi-graph Co-contrastive Learning. ACM Trans. Knowl. Discov. Data 18(4): 74:1-74:20 (2024) - [j67]Qingqing Li, Huifang Ma, Zhixin Li, Liang Chang:
Multiresolution Local Spectral Attributed Community Search. ACM Trans. Web 18(1): 9:1-9:28 (2024) - [c112]Yingyue Zhang, Huifang Ma, Di Zhang, Ke Shu, Xiaolong Li:
Graph Contrastive Learning for Dissolved Gas Analysis. ADMA (3) 2024: 178-190 - [c111]Ke Shu, Huifang Ma, Li Yu, Qibin Zhang:
GCS: A Graph-Augmented Semi-supervised Contrastive Learning Approach for Imbalanced Dissolved Gas Analysis in Power Transformers. ADMA (3) 2024: 191-205 - [c110]Zheyu Wu, Huifang Ma, Bin Deng, Zhixin Li, Liang Chang:
Dual-Channel Dual-Scale Interactive Learning for the Prediction of Compound-Protein Interaction. DASFAA (7) 2024: 155-171 - [c109]Yuechen Tang, Huifang Ma, Ke Shu, Zhixin Li, Liang Chang:
Path-Aware Co-contrastive Learning for Signed Directed Network Embedding. DASFAA (6) 2024: 395-406 - [c108]Jing Wang, Huifang Ma, Mengyuan Zhang, Zhixin Li, Liang Chang:
Time-aware Session Modeling for Knowledge Tracing. DASFAA (4) 2024: 518-527 - [c107]Wangyu Jin, Huifang Ma, Yingyue Zhang, Zhixin Li, Liang Chang:
Beyond Homophily: Attributed Graph Anomaly Detection via Heterophily-Aware Contrastive Learning Network. ICANN (5) 2024: 18-32 - [c106]Chen Wang, Di Zhang, Xiaolong Li, Huifang Ma, Zhixin Li:
Weakly-Supervised Semantic Segmentation via Label Re-assignment in Dual-View Framework. ICANN (3) 2024: 87-99 - [c105]Haibin Tong, Huifang Ma, Hui Shen, Zhixin Li, Liang Chang:
Key Substructure-Driven Backdoor Attacks on Graph Neural Networks. ICANN (5) 2024: 159-174 - [c104]Jian Wang, Huifang Ma:
Users' Preference-Aware Music Recommendation with Contrastive Learning. ICIC (12) 2024: 309-320 - [c103]Qingfeng Li, Huifang Ma, Wangyu Jin, Yugang Ji, Zhixin Li:
Multi-Interest Network with Simple Diffusion for Multi-Behavior Sequential Recommendation. SDM 2024: 734-742 - [i6]Ying Chen, Yong Liu, Kai Wu, Qiang Nie, Shang Xu, Huifang Ma, Bing Wang, Chengjie Wang:
HCPM: Hierarchical Candidates Pruning for Efficient Detector-Free Matching. CoRR abs/2403.12543 (2024) - 2023
- [j66]Rui Bing, Guan Yuan, Mu Zhu, Fanrong Meng, Huifang Ma, Shaojie Qiao:
Heterogeneous graph neural networks analysis: a survey of techniques, evaluations and applications. Artif. Intell. Rev. 56(8): 8003-8042 (2023) - [j65]Jiahui Wei, Zhixin Li, Jianwei Zhu, Huifang Ma:
Enhance understanding and reasoning ability for image captioning. Appl. Intell. 53(3): 2706-2722 (2023) - [j64]Ruoyi Zhang, Huifang Ma, Qingfeng Li, Yike Wang, Zhixin Li:
FIRE: knowledge-enhanced recommendation with feature interaction and intent-aware attention networks. Appl. Intell. 53(13): 16424-16444 (2023) - [j63]Qingfeng Li, Huifang Ma, Ruoyi Zhang, Wangyu Jin, Zhixin Li:
Dual-view co-contrastive learning for multi-behavior recommendation. Appl. Intell. 53(17): 20134-20151 (2023) - [j62]Qiangxi Zhu, Zhixin Li, Wenlan Kuang, Huifang Ma:
A multichannel location-aware interaction network for visual classification. Appl. Intell. 53(20): 23049-23066 (2023) - [j61]Qingfeng Li, Huifang Ma, Ruoyi Zhang, Wangyu Jin, Zhixin Li:
Dual-scale Contrastive Learning for multi-behavior recommendation. Appl. Soft Comput. 144: 110523 (2023) - [j60]Xiaohui Zhang, Huifang Ma, Fanyi Yang, Zhixin Li, Liang Chang:
KGCL: A Knowledge-enhanced Graph Contrastive learning framework for session-based recommendation. Eng. Appl. Artif. Intell. 124: 106512 (2023) - [j59]Xiwei Yang, Zhixin Li, Xinfang Zhong, Canlong Zhang, Huifang Ma:
Mining graph-based dynamic relationships for object detection. Eng. Appl. Artif. Intell. 126: 106928 (2023) - [j58]Wei Li, Zhixin Li, Xiwei Yang, Huifang Ma:
Causal-ViT: Robust Vision Transformer by causal intervention. Eng. Appl. Artif. Intell. 126(Part D): 107123 (2023) - [j57]Yufei Zeng, Zhixin Li, Zhenjun Tang, Zhenbin Chen, Huifang Ma:
Heterogeneous graph convolution based on In-domain Self-supervision for Multimodal Sentiment Analysis. Expert Syst. Appl. 213(Part): 119240 (2023) - [j56]Yan Zhao, Huifang Ma, Wentao Wang, Weiwei Gao, Fanyi Yang, Xiangchun He:
Exploiting multiple question factors for knowledge tracing. Expert Syst. Appl. 223: 119786 (2023) - [j55]Cairui Yan, Huifang Ma, Qingqing Li, Fanyi Yang, Zhixin Li:
Efficient multi-scale community search method based on spectral graph wavelet. Frontiers Comput. Sci. 17(5): 175335 (2023) - [j54]Yufei Zeng, Zhixin Li, Zhenbin Chen, Huifang Ma:
Aspect-level sentiment analysis based on semantic heterogeneous graph convolutional network. Frontiers Comput. Sci. 17(6): 176340 (2023) - [j53]Xiumin Xie, Zhixin Li, Zhenjun Tang, Dan Yao, Huifang Ma:
Unifying knowledge iterative dissemination and relational reconstruction network for image-text matching. Inf. Process. Manag. 60(1): 103154 (2023) - [j52]Qingqing Li, Huifang Ma, Ju Li, Zhixin Li, Liang Chang:
Attributed multi-query community search via random walk similarity. Inf. Sci. 631: 91-107 (2023) - [j51]Zhixin Li, Jiahui Wei, Feicheng Huang, Huifang Ma:
Modeling graph-structured contexts for image captioning. Image Vis. Comput. 129: 104591 (2023) - [j50]Haijiao Liu, Huifang Ma, Zhixin Li, Liang Chang:
Adaptive target community search with sample expansion. Knowl. Based Syst. 259: 110077 (2023) - [j49]Yunhe Wei, Huifang Ma, Yike Wang, Zhixin Li, Liang Chang:
Dual graph attention networks for multi-behavior recommendation. Int. J. Mach. Learn. Cybern. 14(8): 2831-2846 (2023) - [j48]Fanyi Yang, Huifang Ma, Cairui Yan, Zhixin Li, Liang Chang:
Polarized Communities Search via Co-guided Random Walk in Attributed Signed Networks. ACM Trans. Internet Techn. 23(4): 58:1-58:22 (2023) - [c102]Yike Wang, Huifang Ma, Zihao Gao, Zhixin Li, Liang Chang:
BACON: Boundary-guided Polypharmacy Side Effect Prediction via Integrating Molecular Structures and Biochemical Information. BIBM 2023: 672-677 - [c101]Fanyi Yang, Huifang Ma, Cairui Yan, Zhixin Li, Liang Chang:
Co-guided Random Walk for Polarized Communities Search. CIKM 2023: 2949-2958 - [c100]Zihao Gao, Huifang Ma, Yike Wang, Zhixin Li, Liang Chang:
Synergistic Disease Similarity Measurement via Unifying Hierarchical Relation Perception and Association Capturing. CIKM 2023: 3892-3896 - [c99]Fanyi Yang, Huifang Ma, Wentao Wang, Zhixin Li, Liang Chang:
Local Spectral for Polarized Communities Search in Attributed Signed Network. DASFAA (3) 2023: 58-74 - [c98]Cairui Yan, Huifang Ma, Yuechen Tang, Xiaohong Li, Zhixin Li:
Multi-scale Community Detection in Subspace of Attribute. DASFAA (3) 2023: 110-119 - [c97]Ruoyi Zhang, Huifang Ma, Qingfeng Li, Yike Wang, Zhixin Li:
Dual-View Self-supervised Co-training for Knowledge Graph Recommendation. DASFAA (2) 2023: 113-128 - [c96]Qingfeng Li, Huifang Ma, Ruoyi Zhang, Wangyu Jin, Zhixin Li:
Intra- and Inter-behavior Contrastive Learning for Multi-behavior Recommendation. DASFAA (2) 2023: 147-162 - [c95]Weiwei Gao, Huifang Ma, Yan Zhao, Jing Wang, Quanhong Tian:
Modeling Portraits of Students and Exercises for Exercise Recommendation. ICIC (4) 2023: 226-236 - [c94]Yan Zhao, Huifang Ma, Wentao Wang, Weiwei Gao, Jing Wang, Xiangchun He:
Improving Knowledge Tracing with Diverse Question Factors. IJCNN 2023: 1-7 - [c93]Xiaohong Li, Ruihong Li, Qixuan Peng, Huifang Ma:
Candidate-Aware Attention Enhanced Graph Neural Network for News Recommendation. KSEM (3) 2023: 244-255 - 2022
- [j47]Yuhang Liu, Huifang Ma, Yanbin Jiang, Zhixin Li:
Modelling risk and return awareness for p2p lending recommendation with graph convolutional networks. Appl. Intell. 52(5): 4999-5014 (2022) - [j46]Wentao Wang, Huifang Ma, Yan Zhao, Zhixin Li, Xiangchun He:
Tracking knowledge proficiency of students with calibrated Q-matrix. Expert Syst. Appl. 192: 116454 (2022) - [j45]Fanyi Yang, Huifang Ma, Weiwei Gao, Zhixin Li:
Community search over heterogeneous information networks via weighting strategy and query replacement. Frontiers Comput. Sci. 16(4): 164345 (2022) - [j44]Di Zhang, Yong Zhou, Jiaqi Zhao, Zhongyuan Yang, Hui Dong, Rui Yao, Huifang Ma:
Multi-granularity semantic alignment distillation learning for remote sensing image semantic segmentation. Frontiers Comput. Sci. 16(4): 164351 (2022) - [j43]Yang Chang, Huifang Ma, Liang Chang, Zhixin Li:
Community detection with attributed random walk via seed replacement. Frontiers Comput. Sci. 16(5) (2022) - [j42]Xiaohui Zhang, Huifang Ma, Zihao Gao, Zhixin Li, Liang Chang:
Exploiting cross-session information for knowledge-aware session-based recommendation via graph attention networks. Int. J. Intell. Syst. 37(10): 7614-7637 (2022) - [j41]Hao Liu, Huifang Ma, Yongchao Zhang:
Multigranularity semantics based vulnerability search method for cross-platform binary. Int. J. Intell. Syst. 37(12): 10172-10192 (2022) - [j40]Wentao Wang, Huifang Ma, Yan Zhao, Fanyi Yang, Liang Chang:
SEEP: Semantic-enhanced question embeddings pre-training for improving knowledge tracing. Inf. Sci. 614: 153-169 (2022) - [j39]Tianyu Chen, Zhixin Li, Jingli Wu, Huifang Ma, Bianping Su:
Improving image captioning with Pyramid Attention and SC-GAN. Image Vis. Comput. 117: 104340 (2022) - [j38]Jianwei Zhu, Zhixin Li, Jiahui Wei, Yufei Zeng, Huifang Ma:
Fine-grained bidirectional attentional generation and knowledge-assisted networks for cross-modal retrieval. Image Vis. Comput. 124: 104507 (2022) - [j37]Qingqing Li, Huifang Ma, Ju Li, Zhixin Li, Yanbin Jiang:
Searching Target Communities with Outliers in attributed graph. Knowl. Based Syst. 235: 107622 (2022) - [j36]Chuanwen Hou, Zhixin Li, Zhenjun Tang, Xiumin Xie, Huifang Ma:
Multiple instance relation graph reasoning for cross-modal hash retrieval. Knowl. Based Syst. 256: 109891 (2022) - [j35]Qiqi Zhao, Huifang Ma, Lijun Guo, Zhixin Li:
Hierarchical attention network for attributed community detection of joint representation. Neural Comput. Appl. 34(7): 5587-5601 (2022) - [j34]Tiantao Xian, Zhixin Li, Canlong Zhang, Huifang Ma:
Dual Global Enhanced Transformer for image captioning. Neural Networks 148: 129-141 (2022) - [j33]Jianwei Zhu, Zhixin Li, Jiahui Wei, Huifang Ma:
PBGN: Phased Bidirectional Generation Network in Text-to-Image Synthesis. Neural Process. Lett. 54(6): 5371-5391 (2022) - [j32]Tiantao Xian, Zhixin Li, Zhenjun Tang, Huifang Ma:
Adaptive Path Selection for Dynamic Image Captioning. IEEE Trans. Circuits Syst. Video Technol. 32(9): 5762-5775 (2022) - [c92]Yunhe Wei, Huifang Ma, Yike Wang, Zhixin Li, Liang Chang:
Multi-behavior Recommendation with Two-Level Graph Attentional Networks. DASFAA (2) 2022: 248-255 - [c91]Wentao Wang, Huifang Ma, Yan Zhao, Fanyi Yang, Liang Chang:
PERM: Pre-training Question Embeddings via Relation Map for Improving Knowledge Tracing. DASFAA (3) 2022: 281-288 - [c90]Xiaohui Zhang, Huifang Ma, Zihao Gao, Zhixin Li, Liang Chang:
Enhancing Session-Based Recommendation with Global Context Information and Knowledge Graph. DASFAA (2) 2022: 281-288 - [c89]Tiantao Xian, Zhixin Li, Tianyu Chen, Huifang Ma:
Exploring Dual Stream Global Information For Image Captioning. ICASSP 2022: 4458-4462 - [c88]Qingqing Li, Huifang Ma, Zhixin Li, Liang Chang:
Local Spectral for Multiresolution Community Search in Attributed Graph. ICME 2022: 1-6 - [c87]Tiantao Xian, Zhixin Li, Tianyu Chen, Huifang Ma:
Dynamic Transformer for Image Captioning. ICME 2022: 1-6 - [c86]Liu Jin, Zhaochun Sun, Huifang Ma:
Short text classification method with dual channel hypergraph convolution networks. ICSAI 2022: 1-6 - [c85]Khalil Ur Rahman, Huifang Ma, Ali Arshad, Azad Khan Baheer:
Movie Recommender System Based On Heterogeneous Graph Neural Networks. ICSAI 2022: 1-7 - [c84]Yike Wang, Huifang Ma, Ruoyi Zhang, Zihao Gao:
Drug Side Effects Prediction via Heterogeneous Multi-Relational Graph Convolutional Networks. ICTAI 2022: 1093-1097 - [c83]Ruoyi Zhang, Huifang Ma, Qingfeng Li, Zhixin Li, Yike Wang:
A Knowledge Graph Recommendation Model via High-order Feature Interaction and Intent Decomposition. IJCNN 2022: 1-7 - [c82]Yanbin Jiang, Huifang Ma, Xiaohui Zhang, Zhixin Li, Liang Chang:
An Effective Two-way Metapath Encoder over Heterogeneous Information Network for Recommendation. ICMR 2022: 90-98 - [c81]Jianwei Zhu, Zhixin Li, Yufei Zeng, Jiahui Wei, Huifang Ma:
Image-Text Matching with Fine-Grained Relational Dependency and Bidirectional Attention-Based Generative Networks. ACM Multimedia 2022: 395-403 - [c80]Qingfeng Li, Huifang Ma, Ruoyi Zhang, Wangyu Jin, Zhixin Li:
Co-contrastive Learning for Multi-behavior Recommendation. PRICAI (3) 2022: 32-45 - [c79]Xiaohui Zhang, Huifang Ma, Fanyi Yang, Zhixin Li, Liang Chang:
Cross-View Contrastive Learning for Knowledge-Aware Session-Based Recommendation. PRICAI (3) 2022: 60-73 - [c78]Zihao Gao, Huifang Ma, Xiaohui Zhang, Zheyu Wu, Zhixin Li:
Co-contrastive Self-supervised Learning for Drug-Disease Association Prediction. PRICAI (1) 2022: 327-338 - [c77]Jiahui Wei, Zhixin Li, Jianwei Zhu, Huifang Ma:
Flexible Image Captioning via Internal Understanding and External Reasoning. SDM 2022: 307-315 - 2021
- [j31]Zhixin Li, Xiumin Xie, Feng Ling, Huifang Ma, Zhongzhi Shi:
Matching images and texts with multi-head attention network for cross-media hashing retrieval. Eng. Appl. Artif. Intell. 106: 104475 (2021) - [j30]Yuhang Liu, Huifang Ma, Yanbin Jiang, Zhixin Li:
Learning to recommend via random walk with profile of loan and lender in P2P lending. Expert Syst. Appl. 174: 114763 (2021) - [j29]Lele Huang, Huifang Ma, Xiangchun He, Liang Chang:
Multi-affect(ed): improving recommendation with similarity-enhanced user reliability and influence propagation. Frontiers Comput. Sci. 15(5): 155331 (2021) - [j28]Yanbin Jiang, Huifang Ma, Yuhang Liu, Zhixin Li, Liang Chang:
Enhancing social recommendation via two-level graph attentional networks. Neurocomputing 449: 71-84 (2021) - [j27]Weizhong Zhao, Jinyong Zhang, Jincai Yang, Tingting He, Huifang Ma, Zhixin Li:
A novel joint biomedical event extraction framework via two-level modeling of documents. Inf. Sci. 550: 27-40 (2021) - [j26]Jia Zhang, Zhixin Li, Canlong Zhang, Huifang Ma:
Stable self-attention adversarial learning for semi-supervised semantic image segmentation. J. Vis. Commun. Image Represent. 78: 103170 (2021) - [j25]Jiahui Wei, Huifang Ma, Yuhang Liu, Zhixin Li, Ning Li:
Hierarchical high-order co-clustering algorithm by maximizing modularity. Int. J. Mach. Learn. Cybern. 12(10): 2887-2898 (2021) - [j24]Qiqi Zhao, Huifang Ma, Xiaohong Li, Zhixin Li:
Is the simple assignment enough? Exploring the interpretability for community detection. Int. J. Mach. Learn. Cybern. 12(12): 3463-3474 (2021) - [j23]Zhixin Li, Yaru Sun, Jianwei Zhu, Suqin Tang, Canlong Zhang, Huifang Ma:
Improve relation extraction with dual attention-guided graph convolutional networks. Neural Comput. Appl. 33(6): 1773-1784 (2021) - [j22]Yu Quan, Zhixin Li, Shengjia Chen, Canlong Zhang, Huifang Ma:
Joint deep separable convolution network and border regression reinforcement for object detection. Neural Comput. Appl. 33(9): 4299-4314 (2021) - [j21]Jiali Shi, Rong Zhang, Lijun Guo, Linlin Gao, Huifang Ma, Jianhua Wang:
Discriminative Feature Network Based on a Hierarchical Attention Mechanism for Semantic Hippocampus Segmentation. IEEE J. Biomed. Health Informatics 25(2): 504-513 (2021) - [j20]Zhixin Li, Lan Lin, Canlong Zhang, Huifang Ma, Weizhong Zhao, Zhi-Ping Shi:
A Semi-supervised Learning Approach Based on Adaptive Weighted Fusion for Automatic Image Annotation. ACM Trans. Multim. Comput. Commun. Appl. 17(1): 37:1-37:23 (2021) - [j19]Haiyang Wei, Zhixin Li, Feicheng Huang, Canlong Zhang, Huifang Ma, Zhongzhi Shi:
Integrating Scene Semantic Knowledge into Image Captioning. ACM Trans. Multim. Comput. Commun. Appl. 17(2): 52:1-52:22 (2021) - [c76]Tianyu Chen, Zhixin Li, Tiantao Xian, Canlong Zhang, Huifang Ma:
Relation Also Need Attention: Integrating Relation Information Into Image Captioning. ACML 2021: 1537-1552 - [c75]Wentao Wang, Huifang Ma, Yan Zhao, Zhixin Li, Xiangchun He:
Relevance-Aware Q-matrix Calibration for Knowledge Tracing. ICANN (3) 2021: 101-112 - [c74]Yanbin Jiang, Huifang Ma, Yuhang Liu, Zhixin Li:
Attentional Social Recommendation System with Graph Convolutional Network. IJCNN 2021: 1-8 - [c73]Ju Li, Huifang Ma, Qingqing Li, Zhixin Li, Liang Chang:
A two-stage community search method based on seed replacement and joint random walk. IJCNN 2021: 1-7 - [c72]Qingqing Li, Huifang Ma, Ju Li, Zhixin Li, Yanbing Jiang:
Incorporating User Preference into Multi-community and Outliers Search. IJCNN 2021: 1-8 - [c71]Jianwei Zhu, Zhixin Li, Huifang Ma:
TT2INet: Text to Photo-realistic Image Synthesis with Transformer as Text Encoder. IJCNN 2021: 1-8 - [c70]Yunhe Wei, Huifang Ma, Ruoyi Zhang, Zhixin Li, Liang Chang:
Exploring Implicit Relationships in Social Network for Recommendation Systems. PAKDD (2) 2021: 386-397 - [c69]Tianyu Chen, Zhixin Li, Canlong Zhang, Huifang Ma:
Adversarial Training for Image Captioning Incorporating Relation Attention. PRICAI (1) 2021: 197-211 - 2020
- [j18]Zhixin Li, Zhi Peng, Suqin Tang, Canlong Zhang, Huifang Ma:
Text Summarization Method Based on Double Attention Pointer Network. IEEE Access 8: 11279-11288 (2020) - [j17]Zhixin Li, Feng Ling, Canlong Zhang, Huifang Ma:
Combining Global and Local Similarity for Cross-Media Retrieval. IEEE Access 8: 21847-21856 (2020) - [j16]Jiali Shi, Rong Zhang, Lijun Guo, Linlin Gao, Yuqi Li, Huifang Ma, Jianhua Wang:
Dual dense context-aware network for hippocampal segmentation. Biomed. Signal Process. Control. 61: 102038 (2020) - [j15]Haiyang Wei, Zhixin Li, Canlong Zhang, Huifang Ma:
The synergy of double attention: Combine sentence-level and word-level attention for image captioning. Comput. Vis. Image Underst. 201: 103068 (2020) - [j14]Qianhui Luo, Huifang Ma, Li Tang, Yue Wang, Rong Xiong:
3D-SSD: Learning hierarchical features from RGB-D images for amodal 3D object detection. Neurocomputing 378: 364-374 (2020) - [j13]Weizhong Zhao, Huifang Ma, Zhixin Li, Xiang Ao, Ning Li:
Improving social and behavior recommendations via network embedding. Inf. Sci. 516: 125-141 (2020) - [j12]Feicheng Huang, Zhixin Li, Haiyang Wei, Canlong Zhang, Huifang Ma:
Boost image captioning with knowledge reasoning. Mach. Learn. 109(12): 2313-2332 (2020) - [j11]Tao Zhou, Zhixin Li, Canlong Zhang, Huifang Ma:
Classify multi-label images via improved CNN model with adversarial network. Multim. Tools Appl. 79(9-10): 6871-6890 (2020) - [j10]Huifang Ma, Yue Wang, Rong Xiong, Sarath Kodagoda, Li Tang:
DeepGoal: Learning to drive with driving intention from human control demonstration. Robotics Auton. Syst. 127: 103477 (2020) - [c68]Feicheng Huang, Zhixin Li, Shengjia Chen, Canlong Zhang, Huifang Ma:
Image Captioning with Internal and External Knowledge. CIKM 2020: 535-544 - [c67]Shengjia Chen, Zhixin Li, Feicheng Huang, Canlong Zhang, Huifang Ma:
Improving Object Detection with Relation Mining Network. ICDM 2020: 52-61 - [c66]Jia Zhang, Zhixin Li, Canlong Zhang, Huifang Ma:
Robust Adversarial Learning For Semi-Supervised Semantic Segmentation. ICIP 2020: 728-732 - [c65]Yang Chang, Huifang Ma, Yun Su, Zhixin Li:
An Overlapping Community Detection with Subspaces on Double-Views. ICONIP (2) 2020: 164-176 - [c64]Yanbin Jiang, Huifang Ma, Yuhang Liu, Zhixin Li:
Exploring User Trust and Reliability for Recommendation: A Hypergraph Ranking Approach. ICONIP (2) 2020: 333-344 - [c63]Yuhang Liu, Huifang Ma, Yanbin Jiang, Zhixin Li:
Top-N Recommendation in P2P Lending: A Hybrid Graph Ranking Using Investor Profile. ICONIP (2) 2020: 700-712 - [c62]Zhixin Li, Yaru Sun, Suqin Tang, Canlong Zhang, Huifang Ma:
Reinforcement Learning with Dual Attention Guided Graph Convolution for Relation Extraction. ICPR 2020: 946-953 - [c61]Yu Quan, Zhixin Li, Canlong Zhang, Huifang Ma:
Object Detection Model Based on Scene-Level Region Proposal Self-Attention. ICPR 2020: 954-961 - [c60]Zhixin Li, Feng Ling, Chuansheng Xu, Canlong Zhang, Huifang Ma:
Cross-media Hash Retrieval Using Multi-head Attention Network. ICPR 2020: 1290-1297 - [c59]Shengjia Chen, Zhixin Li, Feicheng Huang, Canlong Zhang, Huifang Ma:
Object Detection Using Dual Graph Network. ICPR 2020: 3280-3287 - [c58]Qiqi Zhao, Huifang Ma, Xiaohong Li, Zhixin Li:
NotMle: Community Detection in an Inference Way. ICTAI 2020: 736-741 - [c57]Weiyi Wei, Yijing Yang, Wanru Wang, Xiufeng Zhao, Huifang Ma:
A Salient Object Detection Algorithm Based on Region Merging and Clustering. Intelligent Information Processing 2020: 3-13 - [c56]Xiaohong Li, Fanyi Yang, Yuyin Ma, Huifang Ma:
Multi-label Classification of Short Text Based on Similarity Graph and Restart Random Walk Model. Intelligent Information Processing 2020: 67-77 - [c55]Donglin Hu, Huifang Ma, Yuhang Liu, Xiangchun He:
Scientific Paper Recommendation Using Author's Dual Role Citation Relationship. Intelligent Information Processing 2020: 121-132 - [c54]Qiqi Zhao, Huifang Ma, Zhixin Li, Lijun Guo:
Stochastic Blockmodels Meets Overlapping Community Detection. Intelligent Information Processing 2020: 149-159 - [c53]Xiaohong Li, Weiying Kong, Weiyi Wei, Enli Fu, Huifang Ma:
Overlapping Community Detection Combining Topological Potential and Trust Value of Nodes. Intelligent Information Processing 2020: 160-166 - [c52]Wen-Huan Ai, Tao Xing, YuHang Su, Da-Wei Liu, Huifang Ma:
Phase Plane Analysis of Traffic Flow Evolution Based on a Macroscopic Traffic Flow Model. Intelligent Information Processing 2020: 205-212 - [c51]Wen-Huan Ai, YuHang Su, Tao Xing, Da-Wei Liu, Huifang Ma:
Phase Plane Analysis of Traffic Phenomena with Different Input and Output Conditions. Intelligent Information Processing 2020: 213-221 - [c50]Wen-Huan Ai, Tao Xing, YuHang Su, Da-Wei Liu, Huifang Ma:
Analysis of the Stability and Solitary Waves for the Car-Following Model on Two Lanes. Intelligent Information Processing 2020: 244-253 - [c49]Lele Huang, Huifang Ma, Xiangchun He, Liang Chang:
Leveraging Multisource Information in Matrix Factorization for Social Collaborative Filtering. IJCNN 2020: 1-8 - [c48]Zhixin Li, Yara Sun, Suqin Tang, Canlong Zhang, Huifang Ma:
Adaptive Graph Convolutional Networks with Attention Mechanism for Relation Extraction. IJCNN 2020: 1-8 - [c47]Yu Quan, Zhixin Li, Canlong Zhang, Huifang Ma:
Object Detection by Integrating Scene-Level Semantic Information and Border Regression Reinforcement. IJCNN 2020: 1-8 - [c46]Jia Zhang, Zhixin Li, Canlong Zhang, Huifang Ma:
Robust Semi-Supervised Semantic Segmentation Based on Self-Attention and Spectral Normalization. IJCNN 2020: 1-8 - [i5]Feicheng Huang, Zhixin Li, Haiyang Wei, Canlong Zhang, Huifang Ma:
Boost Image Captioning with Knowledge Reasoning. CoRR abs/2011.00927 (2020)
2010 – 2019
- 2019
- [j9]Haijiao Liu, Huifang Ma, Yang Chang, Zhixin Li, Wenjuan Wu:
Target Community Detection With User's Preference and Attribute Subspace. IEEE Access 7: 46583-46594 (2019) - [j8]Rui Bing, Huifang Ma, Xiangchun He, Zhixin Li, Lijun Guo:
HcRPC: Highly Compact Reachability Preserving Graph Compression With Corrections. IEEE Access 7: 136568-136580 (2019) - [j7]Yu Quan, Zhixin Li, Canlong Zhang, Huifang Ma:
Object Detection Model Based on Deep Dilated Convolutional Networks by Fusing Transfer Learning. IEEE Access 7: 178699-178709 (2019) - [j6]Huifang Ma, Di Zhang, Meihuizi Jia, Xianghong Lin:
A term correlation based semi-supervised microblog clustering with dual constraints. Int. J. Mach. Learn. Cybern. 10(4): 679-692 (2019) - [c45]Weizhong Zhao, Huifang Ma, Zhixin Li, Xiang Ao, Ning Li:
SBRNE: An Improved Unified Framework for Social and Behavior Recommendations with Network Embedding. DASFAA (2) 2019: 555-571 - [c44]Zhixin Li, Yaru Sun, Suqin Tang, Canlong Zhang, Huifang Ma:
Sentence-Level Semantic Features Guided Adversarial Network for Zhuang Language Part-of-Speech Tagging. ICTAI 2019: 265-272 - [c43]Zhixin Li, Lan Lin, Canlong Zhang, Huifang Ma, Weizhong Zhao:
Automatic Image Annotation based on Co-Training. IJCNN 2019: 1-8 - [c42]Ting Tuo, Huifang Ma, Zhixin Li, Xianghong Lin:
Effectively Classify Short Texts with Sparse Representation Using Entropy Weighted Constraint. KSEM (2) 2019: 133-145 - [c41]Huifang Ma, Shuang Wang, Miao Li, Ning Li:
Enhancing Graph-Based Keywords Extraction with Node Association. KSEM (1) 2019: 497-510 - [c40]Haijiao Liu, Huifang Ma, Yang Chang, Zhixin Li, Wenjuan Wu:
Leveraging User Preferences for Community Search via Attribute Subspace. KSEM (1) 2019: 584-595 - [c39]Zhixin Li, Lan Lin, Canlong Zhang, Huifang Ma, Weizhong Zhao:
Collaborating CNN and SVM for Automatic Image Annotation. ICMR 2019: 63-67 - [c38]Huifang Ma, Wen Liu, Zhixin Li, Xianghong Lin:
Short Text Similarity Measurement Based on Coupled Semantic Relation and Strong Classification Features. PAKDD (1) 2019: 135-147 - [c37]Ting Tuo, Huifang Ma, Haijiao Liu, Jiahui Wei:
Effectively Representing Short Text via the Improved Semantic Feature Space Mapping. PAKDD (Workshops) 2019: 311-321 - [i4]Huifang Ma, Yue Wang, Li Tang, Sarath Kodagoda, Rong Xiong:
Towards navigation without precise localization: Weakly supervised learning of goal-directed navigation cost map. CoRR abs/1906.02468 (2019) - [i3]Huifang Ma, Yue Wang, Rong Xiong, Sarath Kodagoda, Qianhui Luo:
Weakly-Supervised Road Affordances Inference and Learning in Scenes without Traffic Signs. CoRR abs/1911.12007 (2019) - [i2]Huifang Ma, Yue Wang, Rong Xiong, Sarath Kodagoda, Li Tang:
DeepGoal: Learning to Drive with driving intention from Human Control Demonstration. CoRR abs/1911.12610 (2019) - 2018
- [j5]Xianghong Lin, Zhiqiang Li, Huifang Ma, Xiangwen Wang:
An evolutionary developmental approach for generation of 3D neuronal morphologies using gene regulatory networks. Neurocomputing 273: 346-356 (2018) - [j4]Huifang Ma, Rong Xiong, Yue Wang, Sarath Kodagoda, Lei Shi:
Towards open-set semantic labeling in 3D point clouds : Analysis on the unknown class. Neurocomputing 275: 1282-1294 (2018) - [c36]Huifang Ma, Di Zhang, Weizhong Zhao, Yanru Wang, Zhongzhi Shi:
Leveraging Hypergraph Random Walk Tag Expansion and User Social Relation for Microblog Recommendation. ICDM 2018: 1158-1163 - [c35]Xianghong Lin, Jianyang Zheng, Xiangwen Wang, Huifang Ma:
A Neuronal Morphology Classification Approach Based on Deep Residual Neural Networks. ICONIP (4) 2018: 336-348 - [c34]Huifang Ma, Fang Liu, Qin Xia, Li Yu:
Learning from Titles to Recommend Keywords for Academic Papers. ICONIP (3) 2018: 448-459 - [c33]Huifang Ma, Xiaoqian Liu, Lan Ma, Yulin Hu:
Short Text Feature Extraction via Node Semantic Coupling and Graph Structures. Intelligent Information Processing 2018: 173-182 - [c32]Xiaohong Li, JiHeng Gong, Yuyin Ma, Huifang Ma, Na Qin:
Microblog Hot Event Detection Based on Restart Random Walk and Modularity. Intelligent Information Processing 2018: 274-283 - [c31]Weiyi Wei, Chengfeng A, Lizhao Wang, Huifang Ma:
A Texture Synthesis Steganography Scheme Based on Super-Pixel Structure and SVM. Intelligent Information Processing 2018: 375-383 - [c30]Huifang Ma, Meng Xie, Jiahui Wei, Tingnian He:
An Overlapping Microblog Community Detection Method Using New Partition Criterion. KSEM (2) 2018: 313-323 - [c29]Huifang Ma, Yue Wang, Rong Xiong:
From Time to Space: Automatic Annotation of Unmarked Traffic Scene Based on Trajectory Data. ROBIO 2018: 1177-1182 - 2017
- [j3]Huifang Ma, Meihuizi Jia, Di Zhang, Xianghong Lin:
Combining tag correlation and user social relation for microblog recommendation. Inf. Sci. 385: 325-337 (2017) - [c28]Huifang Ma, Yuying Xing, Shuang Wang, Miao Li:
Leveraging Term Co-occurrence Distance and Strong Classification Features for Short Text Feature Selection. KSEM 2017: 67-75 - [i1]Qianhui Luo, Huifang Ma, Yue Wang, Li Tang, Rong Xiong:
Single Multi-feature detector for Amodal 3D Object Detection in RGB-D Images. CoRR abs/1711.00238 (2017) - 2016
- [c27]Xianghong Lin, Guojun Chen, Xiangwen Wang, Huifang Ma:
An Improved Supervised Learning Algorithm Using Triplet-Based Spike-Timing-Dependent Plasticity. ICIC (3) 2016: 44-53 - [c26]Xiangwen Wang, Xianghong Lin, Jichang Zhao, Huifang Ma:
Supervised Learning Algorithm for Spiking Neurons Based on Nonlinear Inner Products of Spike Trains. ICIC (2) 2016: 95-104 - [c25]Huifang Ma, Runan Zhou, Fang Liu, Xiaoyong Lu:
Effectively Classifying Short Texts via Improved Lexical Category and Semantic Features. ICIC (1) 2016: 163-174 - [c24]Di Zhang, Huifang Ma, Junjie Jia, Li Yu:
A Tag Probability Correlation Based Microblog Recommendation Method. ICONIP (2) 2016: 491-499 - [c23]Huifang Ma, Lei Di, Xiantao Zeng, Li Yan, Yuyi Ma:
Short Text Feature Extension Based on Improved Frequent Term Sets. Intelligent Information Processing 2016: 169-178 - [c22]Xiaohong Li, Yun Su, Huifang Ma, Lin Cao:
Combining Statistical Information and Semantic Similarity for Short Text Feature Extension. Intelligent Information Processing 2016: 205-210 - [c21]Huifang Ma, Meihuizi Jia, Xianghong Lin, Fuzhen Zhuang:
Tag correlation and user social relation based microblog recommendation. IJCNN 2016: 2424-2430 - [c20]Huifang Ma, Yugang Ji, Xiaohong Li, Runan Zhou:
A Microblog Hot Topic Detection Algorithm Based on Discrete Particle Swarm Optimization. PRICAI 2016: 271-282 - 2015
- [c19]Huifang Ma, Meihuizi Jia, Weizhong Zhao, Xianghong Lin:
Semi-supervised Microblog Clustering Method via Dual Constraints. KSEM 2015: 360-369 - [c18]Huifang Ma, Meihuizi Jia, Meng Xie, Xianghong Lin:
A Microblog Recommendation Algorithm Based on Multi-tag Correlation. KSEM 2015: 483-488 - 2014
- [c17]Huifang Ma, Meihuizi Jia, YaKai Shi, Zhanjun Hao:
Semi-supervised Nonnegative Matrix Factorization for Microblog Clustering Based on Term Correlation. APWeb 2014: 511-516 - [c16]Zhichang Zhang, Dongren Yao, Songyi Chen, Huifang Ma:
Chinese Textual Entailment Recognition Based on Syntactic Tree Clipping. CCL 2014: 83-94 - [c15]Huifang Ma, Yue-Xin Sun, Mei-Hui-Zi Jia, Zhichang Zhang:
Microblog hot topic detection based on topic model using term correlation matrix. ICMLC 2014: 126-130 - [c14]Yuexin Sun, Huifang Ma, Meihuizi Jia, Peiqing Wang:
An Efficient Microblog Hot Topic Detection Algorithm Based on Two Stage Clustering. Intelligent Information Processing 2014: 90-95 - 2013
- [j2]Huifang Ma, Weizhong Zhao, Zhongzhi Shi:
A nonnegative matrix factorization framework for semi-supervised document clustering with dual constraints. Knowl. Inf. Syst. 36(3): 629-651 (2013) - [c13]Weizhong Zhao, Huifang Ma, Zmxin Li, Ning Li:
Supervised-LDA: A probabilistic topic model for collaborative filtering. ICMLC 2013: 646-652 - 2012
- [j1]Weizhong Zhao, Qing He, Huifang Ma, Zhongzhi Shi:
Effective semi-supervised document clustering via active learning with instance-level constraints. Knowl. Inf. Syst. 30(3): 569-587 (2012) - [c12]Huifang Ma, Bo Wang, Ning Li:
A Novel Online Event Analysis Framework for Micro-blog Based on Incremental Topic Modeling. SNPD 2012: 73-76 - 2011
- [c11]Weizhong Zhao, Huifang Ma, Qing He, Zhongzhi Shi:
The improved non-negative Matrix Factorization algorithm for document clustering. FSKD 2011: 1836-1839 - [c10]Huifang Ma:
Hot topic extraction using time window. ICMLC 2011: 56-60 - [c9]Weizhong Zhao, Huifang Ma, Ning Li:
A new non-negative matrix factorization algorithm with sparseness constraints. ICMLC 2011: 1449-1452 - 2010
- [c8]Huifang Ma, Zhixin Li, Zhongzhi Shi:
Combining the Missing Link: An Incremental Topic Model of Document Content and Hyperlink. APWeb 2010: 229-235 - [c7]Huifang Ma, Zhixin Li, Zhongzhi Shi:
Combining the Missing Link: An Incremental Topic Model of Document Content and Hyperlink. Intelligent Information Processing 2010: 259-270 - [c6]Huifang Ma, Weizhong Zhao, Qing Tan, Zhongzhi Shi:
Orthogonal Nonnegative Matrix Tri-factorization for Semi-supervised Document Co-clustering. PAKDD (2) 2010: 189-200
2000 – 2009
- 2009
- [c5]Zhixin Li, Huifang Ma, Zhiping Shi, Zhongzhi Shi:
A Probabilistic Model for Automatic Image Annotation and Retrieval. CIT (1) 2009: 14-19 - [c4]Huifang Ma, Weizhong Zhao, Zhixin Li, Zhongzhi Shi:
IPHITS: An Incremental Latent Topic Model for Link Structure. AIRS 2009: 242-253 - [c3]Weizhong Zhao, Huifang Ma, Qing He:
Parallel K-Means Clustering Based on MapReduce. CloudCom 2009: 674-679 - [c2]Weizhong Zhao, Qing He, Huifang Ma, Zhongzhi Shi:
Active Learning of Instance-Level Constraints for Semi-supervised Document Clustering. Web Intelligence 2009: 264-268 - 2008
- [c1]Huifang Ma, Qing He, Zhongzhi Shi:
Geodesic distance based multi-document summarization. NLPKE 2008: 1-6
Coauthor Index
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