Research output per year
Research output per year
Personal profile
Courses
Introduction to Artificial Intelligence and Machine Learning
Special Topic Research (1)
Data Mining
Special Topic Research (2)
Special Topic Research (1)
Data Mining
Special Topic Research (2)
Education
Ph.D., Rutgers University,USA
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Research output
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Controllable Music Loops Generation with MIDI and Text via Multi-Stage Cross Attention and Instrument-Aware Reinforcement Learning
Chen, G. Y. & Soo, V. W., 28 10 2024, MM 2024 - Proceedings of the 32nd ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 6851-6859 9 p. (MM 2024 - Proceedings of the 32nd ACM International Conference on Multimedia).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Neural Networks to Infer Traditional Chinese Medicine Prescriptions from Indications
Liao, P. K. & Soo, V. W., 2024, Technologies and Applications of Artificial Intelligence - 28th International Conference, TAAI 2023, Proceedings. Lee, C.-Y., Lin, C.-L. & Chang, H.-T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 198-216 19 p. (Communications in Computer and Information Science; vol. 2074 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Toward Socially Friendly Autonomous Driving Using Multi-agent Deep Reinforcement Learning
Yeh, J. C. & Soo, V. W., 2024, In: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS. 2024-May, p. 2573-2575 3 p.Research output: Contribution to journal › Conference article › peer-review
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UIPC-MF: User-Item Prototype Connection Matrix Factorization for Explainable Collaborative Filtering
Pan, L. & Soo, V. W., 2024, Advances in Knowledge Discovery and Data Mining - 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2024, Proceedings. Yang, D.-N., Xie, X., Tseng, V. S., Pei, J., Huang, J.-W. & Lin, J.C.-W. (eds.). Springer Science and Business Media Deutschland GmbH, p. 170-181 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14649 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A Few Shot Learning of Singing Technique Conversion Based on Cycle Consistency Generative Adversarial Networks
Chen, P. W. & Soo, V. W., 2023, In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.Research output: Contribution to journal › Conference article › peer-review