I am currently a third-year Ph.D. student in Computer Science at Peking University, advised by Prof. Houfeng Wang. I got my B.S. in Computer Science (Turing Class) at Peking University in 2023.

My research interests broadly span natural language processing (NLP), with a particular focus on large language models (LLMs), text-audio multimodality, and dialogues.

📜 Publications

  • Beyond Transcription: Unified Audio Schema for Perception-Aware AudioLLMs
    Linhao Zhang, Yuhan Song, Aiwei Liu, Chuhan Wu, Sijun Zhang, Wei Jia, Yuan Liu, Houfeng Wang, Xiao Zhou
    ACL 2026 Findings
    📄 Paper | 💻 Code | 🤗 Model

  • StableToken: A Noise-Robust Semantic Speech Tokenizer for Resilient SpeechLLMs
    Yuhan Song, Linhao Zhang, Chuhan Wu, Aiwei Liu, Wei Jia, Houfeng Wang, Xiao Zhou
    ICLR 2026
    📄 Paper | 💻 Code | 🤗 Model

  • Would You Like to Make a Donation? A Dialogue System to Persuade You to Donate
    Yuhan Song, Houfeng Wang
    LREC-COLING 2024
    📄 Paper | 💻 Code

  • Unsupervised Chinese word segmentation with BERT oriented probing and transformation
    Wei Li, Yuhan Song, Qi Su, Yanqiu Shao
    ACL 2022 Findings
    📄 Paper | 💻 Code

🏫 Education

  • Peking University2023.09 - Present
    Ph.D. Student in Computer Science, Advised by Prof. Houfeng Wang

  • Peking University2019.09 - 2023.06
    Undergraduate Student in Computer Science (Turing Class)