YI YU

Last Updated :2024/12/10

Affiliations, Positions
Graduate School of Advanced Science and Engineering, Associate Professor
Web Site
https://home.hiroshima-u.ac.jp/yiyu/index.html
E-mail
yiyuhiroshima-u.ac.jp
Self-introduction
My research interests include generative modeling and multimodal learning, and its application in multimedia and music. I am a co-chair for the IEEE ICDM19 and ICDM18 Ph.D. Forums, an associate editor of IEEE Transactions on Multimedia, and an IEEE senior member.

Basic Information

Academic Degrees

  • Nara Women’s University
  • Nara Women’s University

Educational Activity

Course in Charge

  1. 2024, Liberal Arts Education Program1, 4Term, Intelligence and Computer
  2. 2024, Undergraduate Education, Intensive, Basics of AI
  3. 2024, Undergraduate Education, 1Term, Data Science Seminar I
  4. 2024, Undergraduate Education, 2Term, Data Science Seminar II
  5. 2024, Undergraduate Education, Second Semester, Graduation Thesis
  6. 2024, Graduate Education (Master's Program) , 1Term, Special Exercises on Informatics and Data Science A
  7. 2024, Graduate Education (Master's Program) , 2Term, Special Exercises on Informatics and Data Science A
  8. 2024, Graduate Education (Master's Program) , 3Term, Special Exercises on Informatics and Data Science B
  9. 2024, Graduate Education (Master's Program) , 4Term, Special Exercises on Informatics and Data Science B
  10. 2024, Graduate Education (Master's Program) , Academic Year, Special Study on Informatics and Data Science
  11. 2024, Graduate Education (Doctoral Program) , Academic Year, Special Study on Informatics and Data Science

Research Activities

Academic Papers

  1. Scalable motion style transfer with constrained diffusion generation, vol.38,(No.9,), 10234-10242, 202402
  2. Anchor-aware deep metric learning for audio-visual retrieval, ACM ICMR 2024, 211-219, 202406
  3. Syllable-level lyrics generation from melody exploiting character-level language model, EACL 2024, 1336-1346, 202403
  4. HKDSME: Heterogeneous knowledge distillation for semi-supervised singing melody extraction using harmonic supervision, ACM Multimedia (MM)[CORE A*], 545-553, 202410
  5. Generalized news event discovery via dynamic augmentation and entropy optimization, ACM Multimedia (MM) [CORE A*], 10018-10026, 202410
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  6. A Progressive Placeholder Learning Network for Multimodal Zero-Shot Learning, IEEE Transactions on Multimedia, 7933-7945, 202403
  7. Semantic dependency network for lyrics generation from melody, Journal of Neural Computing and Applications, Vol.36, Issue 8, 4059-4069, 202403
  8. Multi-scale network with shared cross attention for audio-visual correlation learning, Journal of Neural Computing and Applications, Vol. 35, 20173-20187, 2023
  9. Controllable lyrics-to-melody generation, Journal of Neural Computing and Applications, Volume 35, 19805-19819, 202309
  10. Stripe-Transformer: deep stripe feature learning for music source separation, EURASIP Journal on Audio, Speech, and Music Processing, Vol. 2023, Issue 1, 20230112
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  11. An efficient feature reuse distillation network for lightweight image super-resolution, COMPUTER VISION AND IMAGE UNDERSTANDING, 249, 202412
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  12. Efficient Dual-Branch Information Interaction Network for Lightweight Image Super-Resolution, IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 73, 2024
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  13. Controllable syllable-level lyrics generation from melody with prior attention, IEEE Transactions on Multimedia, Vol.26, 11083-11094, 202408
    Link to Paper Search Results by DOI