Thanh Le
Vice Head of Computer Science Department
Faculty of Information Technology

Tel:  (+84 28)62884499 (Ext: 4000)
Email: lnthanh@fit.hcmus.edu.vn

Personal Home Page:
http://www.fit.hcmus.edu.vn/~lnthanh
Working Experience
  • September 2012 - present: Vice Head of Computer Science Department, Faculty of Information Technology, University of Science, VNU-HCM
  • July 2010 - present: Lecturer, Computer Science Department, Faculty of Information Technology, University of Science, VNU-HCM
  • September 2007 - July 2010: Teaching Assistant, Computer Science Department, Faculty of Information Technology, University of Science, VNU-HCM
  • September 2006 - August 2007: Software Engineer, DTV Team, Renesas Design Vietnam Company, Ho Chi Minh City, Vietnam

Department
Research group
Teaching
Research
TEACHING
  • Artificial Intelligence
  • Data Structures and Algorithms
  • Data Mining
  • Big Data
  • Data Science
Research Interests
  • Data Mining
  • Machine Learning
  • Big Data
  • Knowledge Graph
Selected Publication
  1. Thanh Le, Huy Tran, and Bac Le. Le, Thanh, Huy Tran, and Bac Le. "Knowledge graph embedding with the special orthogonal group in quaternion space for link prediction." Knowledge-Based Systems 266 (2023): 110400. https://doi.org/10.1016/j.knosys.2023.110400
  2. Thanh Le, Nam Le, and Bac Le. "Knowledge Graph Embedding by Relational Rotation and Complex Convolution for Link Prediction." Expert Systems with Applications (2022): 119122. https://doi.org/10.1016/j.eswa.2022.119122
  3. Thanh Le, Ngoc Huynh, and Bac Le. "Knowledge graph embedding by projection and rotation on hyperplanes for link prediction." Applied Intelligence (2022): 1-25. https://doi.org/10.1007/s10489-022-03983-6
  4. Thanh Le, Chi Tran, Loc Tran, and Bac Le. "Integrating Quaternion Graph Convolutional Networks with Tucker Decomposition for Link Prediction on Knowledge Graphs." In International Conference on Knowledge Science, Engineering and Management, pp. 614-626. Springer, Cham, 2022. https://doi.org/10.1007/978-3-031-10983-6_47
  5. Thanh Le, Anh-Hao Phan, and Bac Le. "ACRM: Integrating Adaptive Convolution with Recalibration Mechanism for Link Prediction." In International Conference on Knowledge Science, Engineering and Management, pp. 559-570. Springer, Cham, 2022. https://doi.org/10.1007/978-3-031-10986-7_45
  6. Thanh Le, Ngoc Huynh, and Bac Le. "RotatHS: Rotation Embedding on the Hyperplane with Soft Constraints for Link Prediction on Knowledge Graph." In International Conference on Computational Collective Intelligence, pp. 29-41. Springer, Cham, 2021. https://doi.org/10.1007/978-3-030-88081-1_3
  7. Thanh Le, Duy Nguyen, and Bac Le. "Learning Embedding for Knowledge Graph Completion with Hypernetwork." In International Conference on Computational Collective Intelligence, pp. 16-28. Springer, Cham, 2021. https://doi.org/10.1007/978-3-030-88081-1_2
  8. Thanh Le, Hoang Nguyen, and Bac Le. "A Survey of the Link Prediction on Static and Temporal Knowledge Graph." Journal of Research and Development on Information and Communication Technology 2021, no. 2 (2021): 51-84. https://doi.org/10.32913/mic-ict-research.v2021.n2.972
  9. Thanh Le, Ngoc Huynh, and Bac Le. "Link Prediction on Knowledge Graph by Rotation Embedding on the Hyperplane in the Complex Vector Space." In International Conference on Artificial Neural Networks, pp. 164-175. Springer, Cham, 2021. https://doi.org/10.1007/978-3-030-86365-4_14
  10. Thanh Le, Pham Trinh, and Bac Le. "Negative Sampling for Knowledge Graph Completion Based on Generative Adversarial Network." In International Conference on Computational Collective Intelligence, pp. 3-15. Springer, Cham, 2021. https://doi.org/10.1007/978-3-030-88081-1_1
  11. Anh Nguyen, Huong Thai, and Thanh Le. "Severity Assessment of Facial Acne." In International Conference on Computational Collective Intelligence, pp. 599-612. Springer, Cham, 2021. https://doi.org/10.1007/978-3-030-88081-1_45
  12. Trong-Triet Nguyen, Dat-Vu Vuong Nguyen, and Thanh Le. "Developing a Prescription Recognition System Based on CRAFT and Tesseract." In International Conference on Computational Collective Intelligence, pp. 443-455. Springer, Cham, 2021. https://doi.org/10.1007/978-3-030-88081-1_33
  13. Thanh Le, Vinh Vo, Khai Nguyen, Bac Le, Improving DMF with Hybrid Loss Function and Applying CF-NADE to the MOOC Recommendation System, The Fifteenth International Conference on Internet and Web Applications and Services (ICIW), 2020.
  14. Thanh Le, Vinh Vo, Khai Nguyen, Bac Le, Improving Deep Matrix Factorization with Normalized Cross Entropy Loss Function for Graph-based MOOC Recommendation, the 5th International Conference on Big Data Analytics, Data Mining and Computational Intelligence, 2020
  15. Ngoc-Thanh Le, Thanh-Binh Le, Si-Duy Truong, Hoai-Bac Le, “Building Filters for Vietnamese Chatbot Responses”, RIVF, 2020
  16. Thanh Le, Giang Tran, Bac Le, “Feature Learning For Representing Sparse Networks Based On Random Walks”, IDA journal, 2019.
  17. Bac Le, Thu Tran, Thanh Le, “Some Techniques for Updating Programs to Meet Outcomes”, Proceedings of the 13th International CDIO Conference, University of Calgary, Calgary, Canada, June 18-22, 2017.
  18. Bac Le, Thu Tran, Thanh Le, “An Approach for Assessing Student Learning Outcomes at Course Level”, Proceedings of the 13th International CDIO Conference, University of Calgary, Calgary, Canada, June 18-22, 2017
  19. Bac Le, Thanh Le, Thu Nguyen, “Forming and Integrating Skill Set In Courses And Program”, Proceedings of the 13th International CDIO Conference, University of Calgary, Calgary, Canada, June 18-22, 2017.
  20. Bac Le, Thanh Le, Tien Dinh, "Integrating Skills into the Course with the CDIO Approach", International Engineering and Technology Education Conference (IETEC'13), November 3-6, 2013
  21. Ngoc-Thanh Le, Ryutaro Ichise, Hoai-Bac Le, Detecting Hidden Relations in Geographic Data, Proceedings of the 4th International Conference on Advances in Semantic Processing, 61-68, 2010


Falcuty of Information Technology - HCM University of Science
227 Nguyen Van Cu Street, Ward 4, District 5, Ho Chi Minh City
(08) 8354266 - (08) 8324467