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.