Hsin-Lung Wu 吳信龍

Professor

(I am currently undertaking a temporary assignment at the College of Photonics, National Yang Ming Chiao Tung University. Contact me via hsinlung@nycu.edu.tw)

(借調擔任國立陽明交通大學光電學院院長)

Department of Computer Science and Information Engineering

National Taipei University

Education:

PhD, Department of Computer Science, National Chiao Tung University

Master, Department of Mathematics, National Taiwan University

Bachelor, Department of Mathematics, National Taiwan University

 

Research interest: Deep learning theory, Machine learning theory, Theory of computation, Algorithm design, Computational complexity, Secure Multiparty Computation, Reversible data hiding

Teaching: CalculusI and Calculus II (undergraduate), Linear algebra (undergraduate), Algorithms (undergraduate), Formal Languages (undergraduate), Introduction to Machine Learning (undergraduate), Machine Learning (graduate), Advanced Machine Learning (graduate)，Deep Learning (graduate), Generative AI (graduate)

Publication:

(Alphabetical order)

  1. Hsin-Lung Wu*, Ching Chen and Tzu-Yuan Lin. Improving Multimodal Neural Machine Translation Based on Sparse Attention. Expert Systems With Applications. Accepted (SCIE)
  2. Ching Chen and Hsin-Lung Wu*. IPMT++: Improving Few-shot Semantic Segmentation with Contrastive Learning. Neurocomputing. Accepted (SCIE)
  3. Wei-Chung Lin, Tsai-Ju Lee, and Hsin-Lung Wu*. Reversible Data Hiding for Color Images Based on a Frequency-First Partial Assignment Strategy. Signal Processing. Accepted. (SCIE)
  4. Gene Eu Jan, Hsin-Lung Wu, Jia-Xi Zhao, and Bor-Shing Lin. Artificial Intelligence–Based Evaluation System with Domain Adaptation for Ultrathin Wafer Detaping. IEEE Transactions on Semiconductor Manufacturing. Accepted. (SCIE)
  5. Hsin-Lung Wu. The Littlestone Dimension of Fully Symmetric Boolean Concepts. Journal of Information Science and Engineering. Accepted. (SCIE)
  6. Wei-Chung Lin and Hsin-Lung Wu*. On the Secret-Sharing-based Secure Two-Party Computation. Journal of Information Science and Engineering. Accepted. (SCIE).
  7. Yan-Jen Huang, Hsin-Lung Wu*, and Ching Chen. Block-wise Separable Convolutions: An Alternative Way to Factorize Standard Convolutions. IEEE Access, Vol.12, pp. 21559-21568, 2024. (SCIE).
  8. Yan-Jen Huang and Hsin-Lung Wu*. New Coarse-to-Fine Approaches for Age Estimation based on Separable Convolutions. IEEE Access, Vol.11, pp. 130306-130318, 2023. (SCIE).
  9. Chun-Liang Jhong and Hsin-Lung Wu*. Grayscale-Invariant Reversible Data Hiding Based on Multiple Histograms Modification. IEEE Transactions on Circuits and Systems for Video Technology, Vol.2, No.9, pp.5888--5901, 2022. (SCIE).
  10. Chun-Liang Jhong and Hsin-Lung Wu*. Exploring More Capacity for Grayscale-Invariance Reversible Data Hiding. IEEE Access, Vol.9, Pages 137005 - 137014, 2021. (SCIE).
  11. Hsin-Lung Wu. On the Communication Complexity of And Functions. IEEE Transactions on Information Theory, Vol.67, no.7, Pages 4929 - 4935, July 2021. (SCIE).
  12. Chun-Liang Jhong and Hsin-Lung Wu*. Efficient Provably Algorithms for Boundary Bin-Pair Problem. Journal of Information Science and Engineering, 38(4), pp. 735--748, 2022. (SCI).
  13. Jen-Chun Chang and Hsin-Lung Wu* . The Log-Rank Conjecture for Read-k XOR Functions. Journal of Information Science and Engineering. 34(2), pp. 391--399, 2018. (SCI).
  14. Jen-Chun Chang, Yi-Zhi Lu, and Hsin-Lung Wu*. A Separable Reversible Data Hiding Scheme for Encrypted JPEG Bitstreams. Signal Processing, Vol 133, Pages 135-143, 2017. (SCI).
  15. Jen-Chun Chang and Hsin-Lung Wu* (2015, Nov). On Constant-Time-Identification and Privacy-Preserving RFID Protocols: Trade-Off between Time and Memory. Journal of Information Science and Engineering, Vol. 32 No. 4, pp. 887-901.. (SCI).
  16. Hsin-Lung Wu*, Jen-Chun Chang (2012, Mar). Constructing Constant Composition Codes via Distance-Increasing Mappings. SIAM Journal on Discrete Mathematics, Vol.26(1), pp.375–383. (SCI).
  17. Chia-Jung Lee, Te-Tsung Lin, Min-Zheng Shieh, Shi-Chun Tsai, Hsin-Lung Wu (2011, Oct). Decoding Permutation Arrays with Ternary Vectors. Designs, Codes and Cryptography, » Volume 61, Issue 1 , p.1-p.9 . (SCI).
  18. Chi-Jen Lu, Shi-Chun Tsai, Hsin-Lung Wu* (2011, Mar). Complexity of Hard-Core Set Proofs. Computational Complexity, Volume 20, Issue 1 , p145-171 . (SCI).
  19. Chi-Jen Lu; Hsin-Lung Wu* (2010, Dec). On the Hardness against Constant-Depth Linear-Size Circuits. Discrete Mathematics, Algorithms and Applications, Vol.2 No.4, p.515-p.526. (Mathematical Reviews). NSC 97-2218-E-305-001-MY2.
  20. Chi-Jen Lu, Shi-Chun Tsai, Hsin-Lung Wu (2008, Oct). On the Complexity of Hardness Amplification. IEEE Transactions on Information Theory, 54(10), 4575--4586. (SCI).
  21. Te-Tsung Lin, Shi-Chun Tsai, Hsin-Lung Wu (2008, Jul). Simple Distance-Preserving Mappings from Ternary Vectors to Permutations. IEEE Transactions on Information Theory, 54(7), 3251-3256. (SCI).
  22. Chi-Jen Lu, Shi-Chun Tsai, Hsin-Lung Wu (2007). Improved Hardness Amplification in NP. Theorectical Computer Science, 370(1-3), 293--298. (SCI).
  23. Yen-Ying Huang, Shi-Chun Tsai, Hsin-Lung Wu (2006). On the Construction of Permutation Array via Mappings from Binary vectors to Permutations. Design, Codes, and Cryptography, 40(2), 139--155. (SCI).
  24. Shi-Chun Tsai, Wen-Guey Tzeng, Hsin-Lung Wu (2005). On the Jensen-Shannon Divergence and Variance Distance. IEEE Transactions on Information Theory, 51(9), 3333--3336. (SCI).

Patent:

1.吳信龍, 呂冠廷，曹禕中，呂冠儒，影語言學習系統以及語言學習方法 (LANGUAGE LEARNING SYSTEM AND METHOD THEREOF)中華民國發明專利:發明第I928950字號。

2.吳信龍, 何孟樺，陳柏樺，影片剪輯裝置及方法(VIDEO EDITING DEVICE AND METHOD)，中華民國發明專利:發明第I908489字號。

3.黃俊堯, 吳信龍, 盧俊銘，影像分類系統與方法( IMAGE CLASSIFICATION SYSTEM AND METHOD)，中華民國發明專利：發明第I710960字號。

4.董明智，吳信龍，盧俊銘，朱伯?，神經網路之處理方法及其伺服器與電子裝置 (NEURAL NETWORK PROCESSING METHOD AND SERVER AND ELECTRICAL DEVICE THEREFOR)，中華民國發明專利：發明第 I776760字號。

Invention Award:

Hsin-Lung Wu, Kuan-Ting Lu, Yi-Jhong Tsao, and Yung-Ju Lu. Mandarin pronunciation correction system. Gold medal. The 51-th International Exhibition of Inventions Geneva. Description:
Developed an intelligent system for Mandarin pronunciation correction, aimed at improving speech accuracy and language learning efficiency through advanced speech processing and feedback mechanisms.

 

 

My Lab: Humanoid Intelligence and Theory of Computation Lab (https://www.facebook.com/hictlab.csie.ntpu.edu.tw/)

My Facebook

My favorite sport is marathon. My personal best record is 2:56:35 for 42.195 km. (https://www.sportsnet.org.tw/score_detail_utf8.php?Id=228)

 

If you need a recommendation letter from me, please read the following requirement.

1. You should take at least four courses offered by me and have grades at least 80 points.

2. For entering a master CSIE program, your application list should include the master program of Department of CSIE, NTPU.

 

Contact Information:

Email: hsinlung@mail.ntpu.edu.tw

Address: No. 151, University Road, San-Sia, Taipei County, Taiwan 237

Tel:886-2-86741111 ext 68828

Office: 7F15, Elytone Building