| 2025 | EMNLP | Speech Discrete Tokens or Continuous Features? A Comparative Analysis for Spoken Language Understanding in SpeechLLMs. | Dingdong Wang, Junan Li, Mingyu Cui, Dongchao Yang, Xueyuan Chen, Helen M. Meng |
| 2025 | ICASSP | Integrating Potential Pronunciations for Enhanced Mispronunciation Detection and Diagnosis Ability in LLMs. | Minglin Wu, Jing Xu, Xueyuan Chen, Helen Meng |
| 2025 | ICML | ALMTokenizer: A Low-bitrate and Semantic-rich Audio Codec Tokenizer for Audio Language Modeling. | Dongchao Yang, Songxiang Liu, Haohan Guo, Jiankun Zhao, Yuanyuan Wang, Helin Wang, Zeqian Ju, Xubo Liu, Xueyuan Chen, Xu Tan, Xixin Wu, Helen M. Meng |
| 2025 | Interspeech | DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model. | Xueyuan Chen, Dongchao Yang, Wenxuan Wu, Minglin Wu, Jing Xu, Xixin Wu, Zhiyong Wu, Helen Meng |
| 2024 | CIKM | NC | Yue Hou, Xueyuan Chen, He Zhu, Ruomei Liu, Bowen Shi, Jiaheng Liu, Junran Wu, Ke Xu |
| 2024 | ICASSP | Exploiting Audio-Visual Features with Pretrained AV-HuBERT for Multi-Modal Dysarthric Speech Reconstruction. | Xueyuan Chen, Yuejiao Wang, Xixin Wu, Disong Wang, Zhiyong Wu, Xunying Liu, Helen Meng |
| 2024 | ICASSP | Stylespeech: Self-Supervised Style Enhancing with VQ-VAE-Based Pre-Training for Expressive Audiobook Speech Synthesis. | Xueyuan Chen, Xi Wang, Shaofei Zhang, Lei He, Zhiyong Wu, Xixin Wu, Helen Meng |
| 2024 | ICIP | Contrast-Guided Wireframe Parsing. | Xueyuan Chen, Baojiang Zhong |
| 2024 | IJCNN | Target Speech Extraction with Pre-trained AV-HuBERT and Mask-And-Recover Strategy. | Wenxuan Wu, Xueyuan Chen, Xixin Wu, Haizhou Li, Helen Meng |
| 2024 | Interspeech | CoLM-DSR: Leveraging Neural Codec Language Modeling for Multi-Modal Dysarthric Speech Reconstruction. | Xueyuan Chen, Dongchao Yang, Dingdong Wang, Xixin Wu, Zhiyong Wu, Helen Meng |
| 2024 | Interspeech | SimpleSpeech: Towards Simple and Efficient Text-to-Speech with Scalar Latent Transformer Diffusion Models. | Dongchao Yang, Dingdong Wang, Haohan Guo, Xueyuan Chen, Xixin Wu, Helen Meng |
| 2023 | ICML | SEGA: Structural Entropy Guided Anchor View for Graph Contrastive Learning. | Junran Wu, Xueyuan Chen, Bowen Shi, Shangzhe Li, Ke Xu |
| 2023 | IJCNN | ReGRL: An Informative Graph Representation via Hierarchical Recursive Learning for Legal Case Recommendation. | Xueyuan Chen, Xiao Wei, Hang Yu, Xiangfeng Luo |
| 2022 | COLING | Unsupervised Multi-scale Expressive Speaking Style Modeling with Hierarchical Context Information for Audiobook Speech Synthesis. | Xueyuan Chen, Shun Lei, Zhiyong Wu, Dong Xu, Weifeng Zhao, Helen Meng |
| 2022 | ICASSP | A Character-Level Span-Based Model for Mandarin Prosodic Structure Prediction. | Xueyuan Chen, Changhe Song, Yixuan Zhou, Zhiyong Wu, Changbin Chen, Zhongqin Wu, Helen Meng |
| 2022 | ICML | Structural Entropy Guided Graph Hierarchical Pooling. | Junran Wu, Xueyuan Chen, Ke Xu, Shangzhe Li |
| 2021 | IGARSS | Retrieval of Land Surface Temperature and Soil Moisture from Passive Microwave Observations. | Xiao-Jing Han, Huajun Tang, Zhao-Liang Li, Sibo Duan, Pei Leng, Yongchang Wu, Xueyuan Chen |
| 2021 | ISSTA | Validating static warnings via testing code fragments. | Ashwin Kallingal Joshy, Xueyuan Chen, Benjamin Steenhoek, Wei Le |