Recent Teaching

· Intelligence and Computer, Undergraduate Course (Term 4, from 2024)

· Intelligent Science Seminar, Undergraduate Course (Term 2, from 2024)

· Laboratory in Information Science III, Undergraduate Course (Term 3, from 2024)

· AI Basics, Undergraduate Course (Term 4, from 2024)

· Speech Recognition, Undergraduate Course (Term 3, from 2025)

· Liberal Arts Seminar, Undergraduate Course (Term 1, 2025)

· Multimodal Learning, Graduate Course (Term 1, from 2025)

· Cross-Modal Correlation Learning in Multimedia Information Retrieval, Spring Seminars, Graduate Course (2025, 2024)

Invited International Talks and Seminars

· “Multimodal Music Generation,” Nanjing University of Posts and Telecommunications, February 28, 2025.

· “Multimodal AI in Music Generation,” Wuhan University of Technology, October 11, 2024.

· “Multimodal AI in Music: Generating Melodies, Lyrics, and Dances,” China Sound and Music Technology Conference (CSMT), October 12, 2024.

· “Neural Melody Generation from Lyrics,” Sorbonne Université – CNRS, France, January 27, 2020.

· “Lyrics-conditioned neural melody generation,” Shanghai Conservatory of Music, China, November 15, 2019.

· “Conditional LSTM-GAN for melody generation from lyrics,” Shanghai Jiaotong University, China, November 14, 2019.

· “Neural melody generation from lyrics,” Peking University, China, November 12, 2019.

· “Neural melody generation from lyrics,” Central University of Finance and Economics, China, November 11, 2019.

· “Lyrics-conditioned neural melody generation,” Beijing Jiaotong University, China, September 23, 2019.

· “Melody-to-lyrics generation,” Singapore University of Technology and Design, September 12, 2019.

· “Deep artificial melody generation from lyrics,” First PKU-UTokyo-NII Joint Forum on Information Science, Peking University, September 24-25, 2019.

Tutorials

· Yi Yu, Kiyoharu Aizawa, Toshihiko Yamasaki, and Roger Zimmermann, “Emerging topics on personalized and localized multimedia information systems,” a full-day tutorial in ACM international conference on Multimedia (ACM MM’14), pp.1233-1234. [CORE A*]

· Roger Zimmermann and Yi Yu, “Social and geographic-aware multimedia applications and technologies (Part II),” a half-day tutorial in IEEE International Conference on Multimedia & Expo (IEEE ICME’14). [CORE A]

· Roger Zimmermann and Yi Yu, “Social interactions over geographic-aware multimedia systems,” a half-day tutorial in ACM international conference on Multimedia (ACM MM’13), pp.1115-1116. [CORE A*]