Publications

2026

  1. ICASSP (submitted)
    StylePitcher: Generating Style-Following and Expressive Pitch Curves for Versatile Singing Tasks
    Jingyue Huang, Qihui Yang, Fei-Yueh Chen, Julian McAuley, Randal Leistikow, Perry R. Cook, and Yongyi Zang
    International Conference on Acoustics, Speech, and Signal Processing, 2026
    PDF Website
  2. ICASSP (submitted)
    MuseTok: Symbolic Music Tokenization for Generation and Semantic Understanding
    Jingyue Huang, Zachary Novack, Phillip Long, Yupeng Hou, Ke Chen, Taylor Berg-Kirkpatrick, and Julian McAuley
    International Conference on Acoustics, Speech, and Signal Processing, 2026
    PDF Code Website

2025

  1. NeurIPS
    REGen: Multimodal Retrieval-Embedded Generation for Long-to-Short Video Editing
    Weihan Xu, Yimeng Ma, Jingyue Huang, Yang Li, Wenye Ma, Taylor Berg-Kirkpatrick, Julian McAuley, Paul Pu Liang, and Hao-Wen Dong
    39th Annual Conference on Neural Information Processing Systems, 2025
    arXiv Code Website
  2. NeurIPS
    StylePitcher: Generating Style-Following and Expressive Pitch Curves for Versatile Singing Tasks
    Jingyue Huang, Qihui Yang, Fei-Yueh Chen, Randal Leistikow, and Yongyi Zang
    39th Annual Conference on Neural Information Processing Systems, Workshop on Artificial Intelligence for Music, 2025
    PDF Website

2024

  1. ISMIR
    Emotion-Driven Piano Music Generation via Two-stage Disentanglement and Functional Representation
    Jingyue Huang, Ke Chen, and Yi-Hsuan Yang
    25th International Society for Music Information Retrieval Conference, 2024
    arXiv Code Website
  2. arXiv
    Emotion-Driven Melody Harmonization via Melodic Variation and Functional Representation
    Jingyue Huang, and Yi-Hsuan Yang
    arXiv preprint arXiv:2407.20176, 2024
    arXiv Code Website

2022

  1. TIP
    Weakly Supervised Learning for Textbook Question Answering
    J. Ma, Q. Chai, J. Huang, J. Liu, Y. You, and Q. Zheng
    IEEE Transactions on Image Processing, 2022
    HTML Code
  2. EMNLP
    Generative Entity Typing with Curriculum Learning
    S. Yuan, D. Yang, J. Liang, Z. Li, J. Liu, J. Huang, and Y. Xiao
    2022 Conference on Empirical Methods in Natural Language Processing, 2022
    arXiv Code

2021

  1. ISWC
    Large-scale Multi-granular Concept Extraction Based on Machine Reading Comprehension
    S. Yuan, D. Yang, J. Liang, J. Sun, J. Huang, and K. Cao
    20th International Semantic Web Conference, 2021
    arXiv Code