Publications

Please refer to my google scholar page for a complete list of publications: [Google Scholar]

Last Update: Mar. 2022 (do not update very often)

Preprints

  • [KG Completion]
    "KGBoost: A Classification-based Knowledge Base Completion Method with Negative Sampling"
    Yun-Cheng Wang, Xiou Ge, Bin Wang, C.-C. Jay Kuo
    Preprint, 2021. (Journal Submission)

  • [KG Type Prediction]
    "CORE: A Knowledge Graph Entity Type Prediction Method via Complex Space Regression and Embedding"
    Xiou Ge, Yun-Cheng Wang, Bin Wang, C.-C. Jay Kuo
    Preprint, 2021. (Journal Submission)

  • [Static Word Embedding]
    "Task-Specific Dependency-based Word Embedding Methods"
    Chengwei Wei, Bin Wang, C.-C. Jay Kuo
    Preprint, 2021. (Journal Submission)

Conferences

  • [Representation Learning], [code]
    "Just Rank: Rethinking Evaluation with Word and Sentence Similarities"
    Bin Wang, C.-C. Jay Kuo, Haizhou Li
    Annual Meeting of the Association for Computational Linguistics (ACL), 2022.

  • [Commonsense KG], [code]
    "Inductive Learning on Commonsense Knowledge Graph Completion"
    Bin Wang, Guangtao Wang, Jing Huang, Jiaxuan You, Jure Leskovec, C.-C. Jay Kuo
    International Joint Conference on Neural Networks (IJCNN), 2021.

  • [Anomaly Detection], [code]
    "AnomalyHop: An SSL-based Image Anomaly Localization Method"
    Kaitai Zhang*, Bin Wang*, Wei Wang, Fahad Sohrab, Moncef Gabbouj, C.-C. Jay Kuo
    IEEE Visual Communications and Image Processing (VCIP), 2021.

  • [Texture Synthesis]
    "Dynamic Texture Synthesis by Incorporating Long-range Spatial and Temporal Correlations"
    Kaitai Zhang, Bin Wang, Hong-Shuo Chen, Xuejing Lei, Ye Wang, C-C Jay Kuo
    International Symposium on Signals, Circuits and Systems (ISSCS), 2021.

  • [Sentence Embedding], [code]
    "Efficient Sentence Embedding via Semantic Subspace Analysis"
    Bin Wang, Fenxiao Chen, Yun-Cheng Wang, C.-C. Jay Kuo
    International Conference on Pattern Recognition (ICPR), 2020.

  • [Static Word Embedding], [code]
    "Post-Processing of Word Representations via Variance Normalization and Dynamic Embedding"
    Bin Wang, Fenxiao Chen, Angela Wang, C.-C. Jay Kuo
    International Conference on Multimedia & Expo (ICME), 2019.

  • [Active Learning]
    "K-Covers for Active Learning in Image Classification"
    Yeji Shen, Yuhang Song, Hanhan Li, Shahab Kamali, Bin Wang, C.-C. Jay Kuo
    International Conference on Multimedia & Expo Workshops (ICMEW), 2019.

  • [Graph Learning]
    "Deepwalk-assisted Graph PCA (DGPCA) for Language Networks"
    Fenxiao Chen, Bin Wang, C.-C. Jay Kuo
    International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019.

  • [Graph-Recursive-NN]
    "Graph-Based Deep-Tree Recursive Neural Network (DTRNN) for Text Classification"
    Fenxiao Chen, Bin Wang, C.-C. Jay Kuo
    IEEE Spoken Language Technology Workshop (SLT), 2018.

Journals

  • [Graph Learning], [IEEE version], [code]
    "GraphHop: An Enhanced Label Propagation Method for Node Classification"
    Tian Xie, Bin Wang, C.-C. Jay Kuo
    IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022.

  • [Anomaly Detection]
    "PEDENet: Image Anomaly Localization via Patch Embedding and Density Estimation"
    Kaitai Zhang, Bin Wang, C.-C. Jay Kuo
    Pattern Recognition Letter, 2021.

  • [Sentence Embedding], [code]
    "SBERT-WK: A Sentence Embedding Method by Dissecting BERT-based Word Models"
    Bin Wang, C.-C. Jay Kuo
    IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), 2020.

  • [Graph Embedding]
    "Graph Representation Learning: A Survey"
    Fenxiao Chen, Yun-Cheng Wang, Bin Wang, C.-C. Jay Kuo
    APSIPA Transactions on Signal and Information Processing, 2020.

  • [Hand Gesture], [video demo 1], [video demo 2]
    "Hand gesture recognition and motion estimation using the Kinect sensor"
    Bin Wang, Yunze Li, Haoxiang Lang, Ying Wang
    Mechatronic Systems and Control, 2020.

  • [Static Word Embedding]
    "Evaluating Word Embedding Models: Methods and Experimental Results"
    Bin Wang*, Angela Wang*, Fenxiao Chen, Yun-Cheng Wang, C.-C. Jay Kuo
    APSIPA Transactions on Signal and Information Processing, 2019.

Thesis

  1. Bin Wang. "Word, Sentence and Knowledge Graph Embedding Techniques: Theory and Performance Evaluation", PHD thesis, University of Southern California, 2021.