Xiaodi Huang - Journals

Refereed Journal Articles

1. C Guo, C Huang, Z Li, X Huang, FWHSR: An Unsupervised Feature Selection Framework via Feature-Weighted Hypergraph and Clustering Similarity Self-Representation, Neurocomputing,133507, https://doi.org/10.1016/j.neucom.2026.133507(IF 6.5, Q1)

2. L Wang, Q Lin, Y Zhao, T Li, P Yang, X Li, X Huang, CA-CST: A Contrast Learning-Based Artistic Style Transfer Network with Regional Self-attention, IET Image Processing 20 (1), 1-12(Q2)

3. C. Guo, C. Huang, W. Zhou, Xiaodi Huang, Multi-label feature selection based on binary hashing learning and dynamic graph constraints, Pattern Recognition, 113603, https://doi.org/10.1016/j.patcog.2026.113603,2026 (IF 7.6, Q1)

4. Q. Wang, X. Shao, Xiaodi Huang, A perturbation-recovery generative autoencoder for heterogeneous graphs with attributes missing, Scientific Reports, https://doi.org/10.1038/s41598-026-44190-4, 2026 (IF 3.9, Q1)

5. A Xie, Q Lin, X Zeng, Y Cao, Z Man, C Liu, Z Cai, X Huang, Fusion of deep and manual features for improved generation of large-size, low-resolution functional medical images, Engineering Applications of Artificial Intelligence, 172 (114361), 1-15, https://doi.org/10.1016/j.engappai.2026.114361 (IF 8.0, Q1)

6. F Jiang, C Huang, Q Huang, Xiaodi Huang, Prompting multimodal vision-language models for automated student engagement prediction, Engineering Applications of Artificial Intelligence, 172 (114329), 1-13, https://doi.org/10.1016/j.engappai.2026.114329 (IF 8.0, Q1)

7. H. Xiang, Y. Cao, Q. Lin, T. Li, J. Wei, C. Liu, Z. Cai, Xiaodi Huang, Pet-guided CT local enhancement and cross-modality fusion for volumetric lung tumor segmentation, Biomedical Signal Processing and Control, Volume 119, Part B, 2026,109977, ISSN 1746-8094, https://doi.org/10.1016/j.bspc.2026.109977. (IF 4.9, Q1)

8. J. Yang, Y. Wang, C. Huang, Q. Huang, Xiaodi Huang, CuGNN: Cross-perspective contrastive learning for enhancing unsupervised GNNs beyond homophily. Int. J. Mach. Learn. & Cyber. 17, 108 (2026). https://doi.org/10.1007/s13042-025-02940-2 (IF 2.7, Q2)

9. Cao Y, Peng L, Lin Q, Zeng X, Man Z, Liu C, Cai Z, Huang X. BSc-DARTS: Neural Architecture Search for Automatic Diagnosis of Bone Metastases in Bone Scintigrams. Curr Med Imaging. 2026 Feb 2. doi: 10.2174/0115734056412398251201105549. PMID: 41691669

10. G Liu, Q Lin, X Zeng, Y Cao, T Li, C Liu, Z Cai, X Huang, DBFANet: a dual-branch feature alignment network for automated detection of breast cancer bone metastasis, Physics in Medicine & Biology, DOI 10.1088/1361-6560/ae4166, 2026 (IF 3.4, Q1)

11. A Xie, Q Lin, X Zeng, Y Cao, C Liu, X Huang, SKENet: A spectral and symmetry-guided deep network for bone metastasis segmentation in SPECT imaging, Expert Systems with Applications, Vol 301, https://doi.org/10.1016/j.eswa.2025.130451, 2026. (IF 7.5, Q1)

12. C. Huang, Y. Fang, C. Gao, Xiaodi Huang, Adaptive cleaning and correlation-driven graph anomaly detection, Neurocomputing, 131980, Vol 663, 1-14, https://doi.org/10.1016/j.neucom.2025.131980, 2026 (IF 6.5, Q1)

13. F Liao, Y Cao, J Mao, Q Lin, Z Man, Z Cai, X Huang, Automated diagnosis of pulmonary nodules in 3D PET/CT images using dual-path densely connected networks with cross-modal fusion, Quantitative Imaging in Medicine and Surgery 16 (1), 1-17, 2026 (Q2)

14. C. Huang, J. Sun, L. Zha, Y. Wang, Xiaodi Huang, Beyond Homophily: Adaptive Cross-Frequency Convolution for Hypergraph Learning, Knowledge-Based Systems,115064, 2025, https://doi.org/10.1016/j.knosys.2025.115064.(IF 8.8, Q1)

15. KK Saha, R Dulal, L Schmidtke, L Zheng, X Huang, A Clark, Discrimination of Vineyard Origin and Grape Cultivars Using Rapid Mass Spectrometry and Machine Learning, Smart Agricultural Technology, 101755, https://doi.org/10.1016/j.atech.2025.101755 (IF5.7, Q1)

16. YXG Yang, Y Cao, T Li, Q Lin, X Zeng, Z Cai, C Liu, X Huang, FA-SCondDiff: Frequency-aware Conditional Diffusion for Generation of Low-resolution SPECT Bone Scintigrams, Physica Scripta, DOI 10.1088/1402-4896/ae30b2,2025 (Q2)

17. W. Zhai, R. Jiang, Xiaodi Huang, J. Bian, S. Zhu, Investigation of Synonym Expansion and Self-Alignment Pretraining for Enhancing Human Phenotype Ontology Concept Recognition, Artificial Intelligence in Medicine,103282, Vol 171, 1-16, https://doi.org/10.1016/j.artmed.2025.103282,2026 (IF 6.2, Q1)

18. Y Wu, Q Lin, J Wei, Y Cao, Z Man, Xiaodi Huang, A Three-stage Segmentation Framework for Lung Cancer Lesion Isolation in Three-dimensional Positron Emission Tomography Images, Engineering Applications of Artificial Intelligence, Vol. 162,112507 pp.1-18, https://doi.org/10.1016/j.engappai.2025.112507(IF 8.0, Q1)

19. J. Chen, Y. Zhong, Q Huang, C Huang, F Jiang, Xiaodi Huang, X Wang, UCMIB-PNS: Balancing Sufficiency and Necessity with Probabilistic Causality and Cross-Modal Uncertainty in Multimodal Sentiment Analysis, IEEE Transactions on Affective Computing, pp. 1- 16, https://doi.org/10.1109/taffc.2025.3606964.2025 (IF 9.6, Q1)

20. W Zhai, Y Deng, Xiaodi Huang, S Wang, S Zhu, MultiFusion2HPO: A Multimodal Deep Learning Approach for Enhancing Human Protein-Phenotype Association Prediction, IEEE Transactions on Computational Biology and Bioinformatics, 10.1109/TCBBIO.2025.3608274, 2025 (IF 2.4, Q2)

21. A Xie, Q Lin, X Zeng, Y Cao, Z Man, C Liu, Xiaodi Huang, Integrating Non-square Filter and Boundary Enhancement into Encoder-Decoder Network for Lesion-aware Segmentation of Large-size Low-resolution Bone Scintigrams, IEEE Journal of Translational Engineering in Health and Medicine, Vol 13, pp.421 – 436, 2025,10.1109/JTEHM.2025.3605042 (IF 4.4, Q1)

22. T Song, Q Lin, X Zeng, Y Cao, Z Man, C Liu, Z Cai, C Gui, Xiaodi Huang, Sci2Txt: Automated report generation of low-resolution SPECT bone scintigrams using spatial-position-aware and hierarchical features, Vol. 111, https://doi.org/10.1016/j.bspc.2025.108359, 2026, Biomedical Signal Processing and Control (IF 4.9, Q1)

23. Y. Wu, Q. Lin, Y. He, X. Zeng, Y. Cao, Z. Man, C. Liu, Y. Hao, Z. Cai, J. Ji, Xiaodi Huang, MSA-Net: a multi-scale and adversarial learning network for segmenting bone metastases in low-resolution SPECT imaging, 12, 72, https://doi.org/10.1186/s40658-025-00785-w, 2025 EJNMMI Physics ( IF3.7, Q1)

24. X Jian, Q Lin, X Zeng, Y Cao, Z Man, C Liu, Z Cai, C Gui, J Ji, Xiaodi Huang, Automated diagnosis of cancer bone metastases using Multi-view Contrastive Learning, Physica Scripta, DOI 10.1088/1402-4896/ade91a, 2025 (Q2)

25. J Zhao, Y., Lin, Q., Mao, J., Wei, J., Cao, Y., Man, Z., Liu, C., Ma, Xiaodi Huang, A Coarse-to-Fine Detection Framework for Automated Lung Tumour Detection From 3D PET/CT Images, https://doi.org/10.1049/ipr2.70146, 2025, IET Image Process (Q2)

26. C. Huang, B. Yu, C. Gao, Y.Tu, F. Jiang, Xiaodi Huang, Structural-temporal mining for motif-level anomaly detection in dynamic graphs, Knowledge-Based Systems, https://doi.org/10.1016/j.knosys.2025.113962, Vol. 325 2025 (IF 8.8, Q1)

27. C. Guo, X. Wang, C. Huang, Y. Wang, C. Gao, Xiaodi Huang. Multi-label feature selection via exploring reliable instance similarities. Knowledge-Based Systems, https://doi.org/10.1016/j.knosys.2025.113700, 2025 (IF 8.8, Q1)

28. J. Chen, Q. Huang, C. Huang, Xiaodi Huang. Actual Cause Guided Adaptive Gradient Scaling for Balanced Multimodal Sentiment Analysis. ACM Transactions on Multimedia Computing, Communications and Applications, https://doi.org/10.1145/373641, 2025 (IF 5.2, Q1)

29. C Huang, C Gao, M Li, Y Li, X Wang, Y Jiang, Xiaodi Huang, Correlation Information Enhanced Graph Anomaly Detection via Hypergraph Transformation, IEEE Transactions on Cybernetics, Vol. 55, Issue 6, pp. 2865-2878, 10.1109/TCYB.2025.3558941 (2025) (IF 11.8, Q1)

30. C. Huang, X. Shi, C. Gao, Q. Hu, Xiaodi Huang, Q. Huang, A. Anaissi, Cross Domain Graph Anomaly Detection via Graph Transfer and Graph Decouple, CAAI Transactions on Intelligence Technology. pp. 1-15, 2025.https://doi.org/10.1049/cit2.70014 (IF 8.4, Q1)

31. Y. He, Q. Lin, Z. Man, Y. Cao, X. Zeng, Xiaodi Huang, A Two‐Stage CNN‐Based Method for Enhanced Metastasis Segmentation in SPECT Bone Scans, International Journal of Intelligent Systems, Volume 2025, Article ID 3135835, pp.1-19 https://doi.org/10.1155/int/3135835 (IF 5, Q1)

32. C Huang, Z Lin, Z Han, Q Huang, F Jiang, Xiaodi Huang, PAMoE-MSA: polarity-aware mixture of expert network for multimodal sentiment analysis, International Journal of Multimedia Information Retrieval 14, 7 (2025). https://doi.org/10.1007/s13735-025-00362-y (IF 3.6, Q1)

33. C Huang, Z Lin, Q Huang, Xiaodi Huang, F Jiang, J Chen, H2CAN: heterogeneous hypergraph attention network with counterfactual learning for multimodal sentiment analysis, Complex & Intelligent Systems 11, 196 (2025). https://doi.org/10.1007/s40747-025-01806-y (IF 5.0, Q1)

34. X Ma, Q Lin, X Zeng, Y Cao, Z Man, C Liu, Xiaodi Huang, Interactive segmentation for accurately isolating metastatic lesions from low-resolution, large-size bone scintigrams, 70 045009,2025, https://doi.org/10.1088/1361-6560/adaf07 Physics in Medicine & Biology (IF 3.3, Q1)

35. Y He, Q Lin, A Xie, X Ma, X Zeng, Y Cao, Z Man, Xiaodi Huang, BSci-Seg: A bone scintigram segmentation model for accurately detecting and delineating metastasis lesions using convolutional neural networks, Biomedical Signal Processing and Control. Vol 104, https://doi.org/10.1016/j.bspc.2025.107512 (IF 4.9, Q1)

36. C Huang, F Jiang, Z Han, Xiaodi Huang, S Wang, Y Zhu, Y Jiang, B Hu, Modeling Fine-Grained Relations in Dynamic Space-Time Graphs for Video-Based Facial Expression Recognition, IEEE Transactions on Affective Computing, pp.1-17, 10.1109/TAFFC.2025.3530973 (IF 9.6, Q1)

37. A. Xie, Q. Lin, Y. He. X. Zeng, Y. Cao, Z. Man, C. Liu, Y. Hao, Xiaodi Huang, Metastasis lesion segmentation from bone scintigrams using encoder-decoder architecture model with multi-attention and multi-scale learning, Quantitative Imaging in Medicine and Surgery, 15(1), 2025, 689-708. doi: 10.21037/qims-24-1246. (IF 2.9, Q2)

38. S Wang, J Bian, Xiaodi Huang, H Zhou, S Zhu, PubLabeler: Enhancing Automatic Classification of Publications in UniProtKB Using Protein Textual Description and PubMedBERT, IEEE Journal of Biomedical and Health Informatics, doi: 10.1109/JBHI.2024.3520579, 2025. (IF 6.7, Q1)

39. S Wang, X Yang, Xiaodi Huang, J Zhang, S Lua, Q-Learning-Based Resilience Assessment of Weakly Coupled Cyber-Physical Power Systems, IEEE Transactions on Reliability, doi: 10.1109/TR.2024.3479701, 2024 (IF 5, Q1)

40. C. Huang, J. Chen, Q. Huang, S. Wang, Y. Tu, Xiaodi Huang, AtCAF: Attention-based causality-aware fusion network for multimodal sentiment analysis, Information Fusion, 2024, https://doi.org/10.1016/j.inffus.2024.102725 (IF 15.5, Q1)

41. X. Ma, Q. Lin, S. Guo, Y. He, X. Zeng, Y. Song, Y. Cao, Z. Man, C. Liu, Xiaodi Huang. Multimodal Data-Driven Segmentation of Bone Metastasis Lesions in SPECT Bone Scans Using Deep Learning, Current Medical Imaging. doi: 10.2174/0115734056324977240911073841. PMID: 39297464. (IF 1.1)

42. Q. Lin, A. Xie, X. Zeng, Y. Cao, Z.G. Man, Y. Hao, C. Liu, Xiaodi Huang, Bone Metastasis Scintigram Generation Using Generative Adversarial Learning with Multi-Receptive Field Learning and Two-Stage Training, Medical Physics, https://doi.org/10.1002/mp.17368 (IF 3.2, Q1)

43. J. Bian, Xiaodi Huang, Z. Hong, T. Huang and S. Zhang, GoSum: Extractive Summarization of Long Documents by Reinforcement Learning and Graph Organized Discourse State, Knowledge and Information Systems. https://doi.org/10.1007/s10115-024-02195-3 (IF 2.5, Q1)

44. Q. Huang, J. Chen, C. Huang, Xiaodi Huang, Y. Wang, Text-centered Cross-sample Fusion Network for Multimodal Sentiment Analysis, Multimedia Systems, 30, 228 (2024) https://doi.org/10.1007/s00530-024-01421-w (IF 3.5, Q1)

45. Q. Fan, S. Zhao, M. Shang, Z. Wei, Xiaodi Huang, An improved genetic salp swarm algorithm with population partitioning for numerical optimization, Information Sciences, doi.org/10.1016/j.ins.2024.120895 (IF 8.1, Q1)

46. Q. Li, Z. Du, Q. Li, P. Zhang, H. Guo, Xiaodi Huang, Z. Chen, F-Chain: Personalized Overall Survival Prediction Based on Incremental Adaptive Indicators and Multi-source Clinical Records, Memetic Computing, https://doi.org/10.1007/s12293-024-00415-5 (IF 4.7, Q1)

47. C. Huang, Q. Huang, Xiaodi Huang, H Wang, M Li, and K. Lin, XKT: Towards eXplainable Knowledge Tracing Model with Cognitive Learning Theories for Questions of Multiple Knowledge Concepts, IEEE Transactions on Knowledge and Data Engineering, 10.1109/TKDE.2024.3418098, pp.1-18 (IF 8.9, Q1)

48. C. Huang, Y. Wang, Y. Jiang, M. Li, Xiaodi Huang, S. Wang, S. Pan, C. Zhou, Flow2GNN: Flexible Two-Way Flow Message Passing for Enhancing GNNs beyond Homophily, IEEE Transactions on Cybernetics, 10.1109/TCYB.2024.3412149 (IF 11.8, Q1)

49. X. Wang, Y. Zhong, C. Huang, and Xiaodi Huang, ChatPRCS: A Personalized Support System for English Reading Comprehension based on ChatGPT, IEEE Transactions on Learning Technologies, Vol. 17, pp. 1762-1776, 2024, doi: 10.1109/TLT.2024.3405747. (IF 3.7, Q1)

50. Z. Liu, Z. Chen, K. Lou, P. Rajapaksha, L. Zhao, N. Crespi, Xiaodi Huang, CCIM-SLR: Incomplete multiview co-clustering by sparse low-rank representation, Multimedia Tools and Applications (2024). https://doi.org/10.1007/s11042-023-17928-9 (IF 3.6, Q1)

51. C. Huang, H. Wei, Q. Huang, F. Jiang, Z. Han, Xiaodi Huang, Learning Consistent Representations with Temporal and Causal Enhancement for Knowledge Tracing, Expert Systems with Applications, https://doi.org/10.1016/j.eswa.2023.123128 (IF 8.5, Q1)

52. T. Poomchaiveja, W. Robinson, N. Ning, L. J. Baumgartner, Xiaodi Huang, Suitability of tropical river fishes for PIT tagging: Results for four Lower Mekong species, Fisheries Research, https://doi.org/10.1016/j.fishres.2023.106930 (IF 2.4, Q1)

53. S Wang, Z Guo, Xiaodi Huang, J Zhang, A three-stage model of quantifying and analyzing power network resilience based on network theory, Reliability Engineering & System Safety, 2024 Vol 24. https://doi.org/10.1016/j.ress.2023.10968 (IF 8.1, Q1)

54. Q. Fan, F. Zheng, Xiaodi Huang, D. Xu, Convergence Analysis for Sparse Pi-Sigma Neural Network Model with Entropy Error Function, International Journal of Machine Learning and Cybernetics, https://doi.org/10.1007/s13042-023-01901-x, 2023 (IF 5.6, Q1)

55. X. Wu, J. He, C. Huang, Q. Huang, J. Zhu, Xiaodi Huang, FER-CHC: Facial expression recognition with cross-hierarchy contrast, Applied Soft Computing, 2023, https://doi.org/10.1016/j.asoc.2023.110530 (IF 8.7, Q1)

56. W. Zhai, Xiaodi Huang, N. Shen, Shanfeng Zhu, Phen2Disease: A Phenotype-Driven Model for Disease and Gene Prioritization by Bidirectional Maximum Matching Semantic Similarities, Briefings in Bioinformatics, 2023, https://doi.org/10.1093/bib/bbad172 (IF 9.5, Top 3 of 77, Q1)

57. Z Liu, Z Chen, Y Li, L Zhao, T Yang, R Farahbakhsh, N Crespi, Xiaodi Huang, IMC-NLT: Incomplete multi-view clustering by NMF and low-rank tensor, Expert Systems with Applications, Volume 221, 119742, 2023 (IF 8.5, Q1)

58. C Huang, J Zhang, X Wu, Y Wang, M Li, Xiaodi Huang, TeFNA: Text-centered fusion network with crossmodal attention for multimodal sentiment analysis, Knowledge-Based Systems, Volume 269, 2023, https://doi.org/10.1016/j.knosys.2023.110502. (IF 8.8, Q1)

59. Y Guo, Q Lin, Y Wang, X Cao, Y Cao, Z Man, X Zeng, Xiaodi Huang, Integrating Transfer Learning and Feature Aggregation into Self-defined Convolutional Neural Network for Automated Detection of Lung Cancer Bone Metastasis, Journal of Medical and Biological Engineering, 43 (1), 53-62, 2023 (IF 2.0, Q3)

60. Q Li, Z Du, Z Chen, Xiaodi Huang, Q Li, Multiview Deep Forest for Overall Survival Prediction in Cancer, Computational and Mathematical Methods in Medicine, 2023 (IF 2.81)

61. Cao, Y, Liu, L, Chen, X, Man, Z, Lin, Q, Zeng, Xiaodi Huang, segmentation of lung cancer-caused metastatic lesions in bone scan images using self-defined model with deep supervision, Biomedical Signal Processing and Control, vol. 79, 2023, https://doi.org/10.1016/j.bspc.2022.104068 (IF 5.1, Q1)

62. Wang, S, Gu, X, Chen, J, Chen, Xiaodi Huang, Robustness improvement strategy of cyber-physical systems with weak interdependency, Reliability Engineering and System Safety. Volume 229, 2023, https://doi.org/10.1016/j.ress.2023.108837 (IF 8.1, Q1)

63. Lin, Q., Chen, X, Liu, L, Cao, Y, Man, Z, Zeng, Xiaodi Huang, Detecting multiple lesions of lung cancer-caused metastasis with bone scans using a self-defined object detection model based on SSD framework, Physics in Medicine & Biology, 2022 http://iopscience.iop.org/article/10.1088/1361-6560/ac944d (IF 3.5, Q1)

64. Q. Fan, Z. Zhang, Xiaodi Huang, Parameter conjugate gradient with secant equation based Elman neural network and its convergence analysis, Advanced Theory and Simulations, 2022, https://doi.org/10.1002/adts.202200047 (IF 3.3, Q1)

65. J., Weiqi, Z., Zhaoxia, Xiaodi Huang, Shanfeng Zhu et al, ICH-LR2S2: A New Risk Score for Predicting Stroke-associated Pneumonia from Spontaneous Intracerebral Hemorrhage, Journal Translational Medicine, 20, 193 (2022). https://doi.org/10.1186/s12967-022-03389-5 (IF 7.4, Q1)

66. S. Wang, C. Chen, J. Zhang, X. Gu, Xiaodi Huang, Vulnerability assessment of urban road traffic systems based on traffic flow, International Journal of Critical Infrastructure Protection, Volume 38, 2022, https://doi.org/10.1016/j.ijcip.2022.100536 (IF 3.6, Q1)

67. L. Zhou, Q. Fan, Xiaodi Huang, Y. Liu, Weak and strong convergence analysis of Elman neural networks via weight decay regularization, Optimization, 2022, pp 1-23 10.1080/02331934.2022.2057852 (IF 2.2, Q2)

68. P.K. Gupta, M. K.Siddiqui, Xiaodi Huang, R. M.-Menendez, H. Pawar, H. T.Marin, M. S. Wajid, COVID-WideNet—A capsule network for COVID-19 detection, Applied Soft Computing, 2022,https://doi.org/10.1016/j.asoc.2022.108780 (IF 8.7, Q1)

69. Z Han, Q Huang, J Zhang, C Huang, H Wang, Xiaodi Huang, GA-GWNN: Detecting anomalies of online learners by granular computing and graph wavelet convolutional neural network, Applied Intelligence, 2022, pp. 1- 22 https://doi.org/10.1007/s10489-022-03337-2 (IF 5.3, Q2)

70. S. Yao, R. You, S. Wang, Y. Xiong, Xiaodi Huang, and S. Zhu, NetGO 2.0: Improving Large-scale Protein Function Prediction with Massive Sequence, Text, Domain/family and Network Information, Nucleic Acids Research, Vol. 49, pp. W469–W475, 2021 (IF 14.9, Q1)

71. T Liu, J Wang, Xiaodi Huang, Y Lu, J Bao, 3DSMDA-Net: An improved 3DCNN with separable structure and multi-dimensional attention for welding status recognition, Journal of Manufacturing Systems, 2021, https://doi.org/10.1016/j.jmsy.2021.01.017 (IF 12.1, Q1)

72. S. Mu, M Cui, Xiaodi Huang, Multimodal data fusion in learning analytics: A systematic review, Sensors (Switzerland). 2020, 20(23), pp.1-27 6856. https://doi.org/10.3390/s20236856 (IF 3.9, Q1)

73. F. Liu, Xiaodi Huang, W Huang, S.X. Duan, Performance Evaluation of Keyword Extraction Methods and Visualization for Student Online Comments. Symmetry, 12, pp.1-20.1923, 2020, https://doi.org/10.3390/sym12111923 (IF 2.7, Q2)

74. Siddiqui, M.K., Xiaodi Huang, Morales-Menendez, R. et al. Machine learning based novel cost-sensitive seizure detection classifier for imbalanced EEG data sets. International Journal on Interact Design Manufacturing, 2020, https://doi.org/10.1007/s12008-020-00715-3 (IF 2.1, Q2)

75. Qiang Lin, Z. Man, Y. Cao; T. Deng; C. Han; C. Cao; L. Zhang; S. Zeng; R. Gao; W. Wang; J. Ji; Xiaodi Huang, Classifying functional nuclear images with convolutional neural networks: a survey, IET Image Processing, 2020, DOI: 10.1049/iet-ipr.2019.1690 (IF 1.517, Q2)

76. Y. Zhang, J. Zhu, N. Xu, S. X. Duan, Xiaodi Huang, Optimal selection of expatriates for cross-border assignment to enhance manufacturing efficiency, International Journal of Production Economics, https://doi.org/10.1016/j.ijpe.2020.107926 (IF 12, Q1)

77. M.K. Siddiqui, R. Morales-Menendez, Xiaodi Huang, et al. A review of epileptic seizure detection using machine learning classifiers. Brain Informatics, 7, 5 (2020). https://doi.org/10.1186/s40708-020-00105-1 (IF 1.609, Q1)

78. Lizhi Liu, Xiaodi Huang, Hiroshi Mamitsuka, and Shanfeng Zhu, HPOLabeler: improving prediction of human protein-phenotype associations by learning to rank, Bioinformatics, 2020, https://doi.org/10.1093/bioinformatics/btaa284. (IF 5.8, Q1)

79. S Yin, J Bao, J Zhang, J Li, J Wang, Xiaodi Huang, Real-time task processing for spinning cyber-physical production systems based on edge computing, Journal of Intelligent Manufacturing, pp.1-19, 2020 (IF 8.3, Q1)

80. S Dai, R You, Z Lu, Xiaodi Huang, H Mamitsuka, S Zhu, FullMeSH: Improving Large-Scale MeSH Indexing with Full Text, Bioinformatics, 2020 Mar 1;36(5):1533-1541. doi: 10.1093/bioinformatics/btz756. (IF 5.8, Q1)

81. J Gao, L Liu, S Yao, Xiaodi Huang, H Mamitsuka, S Zhu, HPOAnnotator: improving large-scale prediction of HPO annotations by low-rank approximation with HPO semantic similarities and multiple PPI networks, BMC Medical Genomics 12 (10), 187, 1-14, 2019. (IF 2.7, Q2)

82. Xiaodi Huang, W Huang Eigenedge: A Measure of Edge Centrality for Big Graph Exploration, Journal of Computer Languages, pp.1-13, Vol. 55, 2019. (IF 2.2, Q3)

83. X Liao, Xiaodi Huang, W Huang, ML-LUM: A system for land use mapping by machine learning algorithms, Journal of Computer Languages, pp.1-12, Vol. 54, 2019. (IF 2.2, Q3)

84. S Dai, Y Ding, Z Zhang, W Zuo, Xiaodi Huang, S Zhu, GrantExtractor: Accurate Grant Support Information Extraction from Biomedical Fulltext based on Bi-LSTM-CRF, pp.1-11, IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2019. (IF 4.5, Q2)

85. Ronghui You, Shuwei Yao, Yi Xiong, Xiaodi Huang, Fengzhu Sun, Hiroshi Mamitsuka, Shanfeng Zhu NetGO: Improving Large-scale Protein Function Prediction with Massive Network Information, Nucleic Acids Research, Jul 2;47(W1): W379-W387, 2019. (IF 14.9, Q1)

86. Yuxin Liu, Anfeng Liu, Xiao Liu, Xiaodi Huang, A statistical approach to participant selection in location-based social networks for offline event marketing, Information Sciences, Vol. 480, pp.90-108, 2019. (IF 8.1, Q1)

87. Haijiao Xu, Changqin Huang, Xiaodi Huang, Muxiong Huang, Multi-modal multi-concept-based deep neural network for automatic image annotation, Multimedia Tools and Applications, pp.1-25, 2018. (IF 3.6, Q1)

88. Haijiao Xu, Changqin Huang, Xiaodi Huang, Chunyan Xu and Muxiong Huang, Combining Convolutional Neural Network and Markov Random Field for Semantic Image Retrieval, Advances in Multimedia, pp.1-11, 2018. (IF 1.4)

89. Nicholas Pawsey, Tahmid Nayeem, and Xiaodi Huang, Use of Facebook to Engage Water Customers: A comprehensive study of Current UK and Australian Practices and Trends, Journal of Environmental Management, 228, 517-528, 2018. (IF 8.7, Q1)

90. Ronghui You, Xiaodi Huang, Shanfeng Zhu, DeepText2GO: Improving Large-scale Protein Function Prediction with Deep Semantic Text Representation, Methods, 145(1), pp.82-90, 2018, ScienceDirect. (IF 4.8, Q1)

91. Xiaodi Huang, Changqin Huang, NGD: Filtering Graphs for Visual Analysis, IEEE Transactions on Big Data, 4(3), pp.381-395, 2018. (IF 7.2, Q1)

92. Changqin Huang, Jia Zhu, Xiaodi Huang, Min Yang, Gabriel Fung, Qintai Hu, A Novel Approach for Entity Resolution in Scientific Documents Using Context Graphs, Information Sciences, Vol 432. pp.431-441, 2018 (IF 8.1, Q1)

93. Shiyong Yin, Jinsong Bao, Yiming Zhang, Xiaodi Huang, M2M security technology of CPS based on blockchains, Symmetry, 9(9), p.193, 2017 (IF 2.7, Q2)

94. G Qin, Xiaodi Huang, Y Chen, Nested One-to-One Symmetric Classification Method on a Fuzzy SVM for Moving Vehicles, Symmetry, 9(4),1-15, 2017 (IF 2.7, Q2)

95. Xiaodi Huang, Jinsong Bao, Xiaoling Dai, Edwin Singh, Weidong Huang, Changqin Huang, M&E-NetPay: A Micropayment System for Mobile and Electronic Commerce, Symmetry, Vol 8 No. 8,2016 (IF 2.7, Q2)

96. Y. Wang, X. Lin, L. Wu, W. Zhang, Q. Zhang, Xiaodi Huang, Robust Subspace Clustering for Multi-view Data by Exploiting Correlation Consensus, IEEE Transactions on Image Processing, Vol. 24. No. 11, pp. 3939-3949, 2015 (ESI Highly Cited Paper, Top 1%). (IF 10.6, Q1)

97. Xiaodi Huang, W. Huang, GO: A Cluster Algorithm for Graph Visualization, Journal of Visual Languages and Computing, Vol. 28, pp.71-82, 2015 (Continued as Journal of Computer Languages)

98. J. Zhou, S. Zhu, Xiaodi Huang, Y. Zhang, Enhancing Time Series Clustering by Incorporating Multiple Distance Measures with Semi-Supervised Learning, Journal of Computer Science and Technology, Vol. 30, No. 4, pp. 859-973, Springer, 2015. (IF 1.9, Q2)

99. L. Wu, Xiaodi Huang, J. Shepherd, Y. Wang, Multi-Query Augmentation-Based Web Landmark Photo Retrieval, Computer Journal, Vol. 58, No.9, pp.2120-2134, 2015. (IF 1.4, Q2)

100. L. Wu, Xiaodi Huang, C. Zhang, J. Shepherd, Y. Wang, An Efficient Framework of Bregman Divergence Optimization for Co-Ranking Images and Tags in a Heterogeneous Network, Multimedia Tools and Applications, Vol 74, No. 15. pp. 5635-5660, 2015. (IF 3.6, Q1)

101. Xiaodi Huang, UsageQoS: Estimating the QoS of Web Services through Online User Communities, ACM Transactions on the Web, Vol. 8, No. 1, Article 1, pp. 1- 31, 2013. (IF 3.35, Q2)

102. X. Han, Á. Cuevas, Noel Crespi, R. Cuevas, Xiaodi Huang, On Exploiting Social Relationship and Personal Background for Content Discovery in P2P Networks, Future Generation Computer Systems, Vol. 40, pp.17-29, 2014. (IF 7.5, Q1)

103. X. Li, Xiaodi Huang, X. Deng, S. Zhu, Enhancing quantitative intra-day stock return prediction by integrating both market news and stock prices information, Neurocomputing, Vol 142, No. 22, pp.228-238, 2014. (IF 6, Q1)

104. Y. Xu, C. Luo, M. Qian, Xiaodi Huang, S. Zhu, MHC2MIL: A Novel Multiple Instance Learning-based Method for MHC II Peptide Binding Prediction by Considering Peptide Flanking Region and Residue Positions, BMC Genomics, Vol. 15. No. S9, pp.1-9, 2014. (IF 4.4, Q1)

105. Xiaodi Huang, X. Dai, W. Liang, BulaPay: A Novel Web Service based Third-Party Payment System for e-Commerce, Electronic Commerce Research, Vol. 14, No. 4, pp. 611-633, 2014. (IF 3.9, Q1)

106. A. Hossain Masud, Xiaodi Huang, R. Islam, A Novel Approach for the Remedial of Security Concerns in a Cloud-based E-learning System, Journal of Networks, Vol. 9, No. 11, pp. 2934-2942, 2014.

107. H. Miao, Xiaodi Huang, A Heuristic Field Navigation Approach for Autonomous Underwater Vehicles, Intelligent Automation and Soft Computing, Vol. 20, No. 1, pp.15-32, 2014, Taylor & Francis. (Q3)

108. Xiaodi Huang, J. Zhao, J. Ash, W. Lai, Clustering Student Discussion Messages on Online Forum by Visualization and non-Negative Matrix Factorization, Journal of Software Engineering and Applications, Vol 6, No.7B, pp.7-12, 2013. (IF 1.22)

109. Xia Liu, Hui Miao, and Xiaodi Huang, A Novel Approach for Blind Estimation of a MIMO Channel Including Phase Unwrapping Ambiguity Elimination, IT Convergence Practice, Vol. 1, No.2, pp.20-33, 2013.

110. Yang Wang, Xiaodi Huang, Lin Wu, Clustering via Geometric Median-Shift over Riemannian Manifolds, Information Sciences, Vol. 220, No. 20, pp.292-306, 2013. ScienceDirect. (IF 8.1, Q1)

111. Md Anwar Hossain Masud, Xiaodi Huang, M-learning Architecture for Cloud-based Higher Education System of Bangladesh, Mobile Computing, Vol 2, No.4, pp.84-94, 2014.

112. W. Huang, R. Khoury, T. Dawborn, B. Huang, M. Huang, Xiaodi Huang, WeBeVis: Analyzing User Web Behaviour through Visual Metaphors, SCI. CHINA Inf. Sci, Vol. 56, No. 5, Springer, 2013. (IF 8.8, Q1)

113. Md Anwar Hossain Masud, Xiaodi Huang, A Cloud Based M-learning Architecture for Higher Education, Archives Des Sciences, Vol 66, No.1, pp. 751-760, 2013.

114. Miao Hui, Xiaodi Huang, Guo Chen, An Enhanced Simulated Annealing Scheduling Approach for Smart Meter Technology, International Review of Electrical Engineering (IREE), Vol. 8 No.1, pp.321-328, 2013. (IF 3.3, Q2)

115. Miao Hui, Xiaodi Huang, Guo Chen, A Genetic Evolutionary Task Scheduling Method for Energy Efficiency in Smart Homes, International Review of Electrical Engineering (IREE), Vol 7 No.5, pp.5897-5904,2012. (IF 3.3, Q2)

116. Md. Anwar Hossain Masud, Xiaodi Huang, An E-learning System Architecture based on Cloud Computing, International Journal of Social and Human Sciences, Vol. 6, 2012, pp.185-189. (IF 4.31)

117. Miao Hui, Xiaodi Huang, Dynamic vehicle path planning using an enhanced simulated annealing approach for supply chains, International Journal of Enterprise Network Management, Vol 5, No.2, 2012, pp.197-218.

118. Yang Wang, Lin Wu, Xiaodi Huang,* and Xuemin Lin, Human Action Recognition from Video Sequences by Enforcing Tri-view Constraints, The Computer Journal, Vol. 55, No.9, 2012, pp.1030-1040. (IF 1.4, Q2)

119. Gang Shu, Xiaodi Huang, Shanfeng Zhu, A Consensus Method for Prioritizing Drug-Associated Target Proteins, International Journal of Data Mining and Bioinformatics, Vol 6, No.2, 2012, pp.178-195.

120. Xiaodi Huang, Xiaodong Zheng, Wei Yuan, Fei Wang, Shanfeng Zhu, Enhanced Clustering of Biomedical Documents Using Ensemble Non-negative Matrix Factorization, Information Sciences, Vol. 181, No.11, 2011, pp. 2293-2302, ScienceDirect. (IF 8.1, Q1)

121. Wei Lai, Xiaodi Huang, Mao Lin Huang, SWING: A System for Visualizing Web Graphs, Advances on Information Sciences and Service Sciences, Vol 3, No. 2, pp.94-101. doi:10.4156/aiss.vol3. issue2.11. 2011.

122. Zhuang Shao, Zhikui Chen, Xiaodi Huang, A Mobile Service Recommendation System Using Multi-Criteria Ratings, International Journal of Interdisciplinary Telecommunications and Networking (ISSN 1941-8663), Vol. 2 No.4, pp.30-40, 2010.

123. Yang Wang, Zhikui Chen, Xiaodi Huang, Element Retrieval Using Namespace Based on Keyword Search over XML Documents, Journal of Software Engineering and Applications, Vol 3, No.1, pp.65-72, DOI: 10.4236/jsea.. 2010.31008, 2010. (IF 1.22)

124. Junbin Gao, PWL Kwan, Xiaodi Huang, Comprehensive Analysis for the Local Fisher Discriminate Analysis, International Journal of Pattern Recognition and Artificial Intelligence, Vol 23, No.6, pp. 1129-1143, 2009. (IF 1.5)

125. Xiaodi Huang, Wei Lai, A.S.M. Sajeev, and Junbin Gao, A New Algorithm to Remove Overlapping Nodes in Graph Layout, Information Sciences, ScienceDirect, Vol. 177, No. 14, pp. 2821-2844, 2007. (IF 8.1, Q1)

126. Xiaodi Huang, Dianhui Wang, Kazuo Misue, Jiro Tanaka, A.S.M. Sajeev, On the Graph Modeling, Node Ranking and Visualization, International Journal of Intelligent Systems Technologies and Applications, Vol. 3, Nos. 3/4, pp.188-210, 2007. (IF 1.74)

127. Xiaodi Huang, Wei Lai, Clustering Graphs for Visualization via Node Similarities, Journal of Visual Languages and Computing, ISSN 1045-926X, Vol .17, No.3, pp. 225-253, ScienceDirect, 2006. (Continued as Journal of Computer Languages)

128. Dianhui Wang, Xiaodi Huang, Y.S. Kim, J.S. Lim, M.M. Han, B.W. Lee, A Structured Based Approach for Multimedia Information Filtering, Multimedia Tools and Applications: An International Journal, Vol. 29, No. 1, pp.73-89, Springer, 2006. (IF 3.6, Q1)

129. Xiaodi Huang, Wei Lai, Online Web Information Visualization with Filtering and Clustering Graph Layout, The IEEE Intelligence Informatics Bulletin, Vol. 5, No. 1, pp. 11-17, 2005.

130. Hua Wang, Jinli Gao, Yanchun Zhang, Xiaodi Huang, A Flexible Electronic Payment Scheme and its Management, INFORMATION (ISSN 1343-4500), Vol 7, No.2, pp.187-196, 2004 (ERA 2015).