Hsin-Lung Wu 吳信龍

Professor

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)

Publication:

(Alphabetical order)

  1. Wei-Chung Lin and Hsin-Lung Wu. On the Secret-Sharing-based Secure Two-Party Computation. Journal of Information Science and Engineering. Accepted. (SCI).
  2. 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).
  3. 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).
  4. 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).
  5. 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).
  6. 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).
  7. Chun-Liang Jhong and Hsin-Lung Wu. Efficient Provably Algorithms for Boundary Bin-Pair Problem. Journal of Information Science and Engineering, accepted, 2021 (SCI).
  8. 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).
  9. 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).
  10. 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).
  11. 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).
  12. 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).
  13. 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).
  14. 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.
  15. 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).
  16. 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).
  17. Chi-Jen Lu, Shi-Chun Tsai, Hsin-Lung Wu (2007). Improved Hardness Amplification in NP. Theorectical Computer Science, 370(1-3), 293--298. (SCI).
  18. 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).
  19. 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.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。

2.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。

 

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