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