| 2026 | ACL | HeteroRAG: A Heterogeneous Retrieval-Augmented Generation Framework for Medical Vision Language Tasks. | Zhe Chen, Yusheng Liao, Zhiyuan Zhu, Haolin Li, Hongcheng Liu, Yanfeng Wang, Yu Wang |
| 2026 | ACL | Cross-Modal Coreference Alignment: Enabling Reliable Information Transfer in Omni-LLMs. | Hongcheng Liu, Yuhao Wang, Zhe Chen, Pingjie Wang, Zhiyuan Zhu, Yixuan Hou, Yanfeng Wang, Yu Wang |
| 2026 | ACL | Comprehensive Benchmarking of Long-Form Speech Generation in Diverse Scenarios. | Changhao Pan, Rui Yang, Han Wang, Zhuan Zhou, Xuming He, Wenxiang Guo, Ziyue Jiang, Ruiqi Li, Yu Zhang, Chenyuhao Wen, Ke Lei, Xiang Yin, Jingyu Lu, Zhiyuan Zhu, Zhou Zhao |
| 2025 | ACL | STARS: A Unified Framework for Singing Transcription, Alignment, and Refined Style Annotation. | Wenxiang Guo, Yu Zhang, Changhao Pan, Zhiyuan Zhu, Ruiqi Li, ZheTao Chen, Wenhao Xu, Fei Wu, Zhou Zhao |
| 2025 | ACL | TCSinger 2: Customizable Multilingual Zero-shot Singing Voice Synthesis. | Yu Zhang, Wenxiang Guo, Changhao Pan, Dongyu Yao, Zhiyuan Zhu, Ziyue Jiang, Yuhan Wang, Tao Jin, Zhou Zhao |
| 2025 | ACL | EvolveBench: A Comprehensive Benchmark for Assessing Temporal Awareness in LLMs on Evolving Knowledge. | Zhiyuan Zhu, Yusheng Liao, Zhe Chen, Yuhao Wang, Yunfeng Guan, Yanfeng Wang, Yu Wang |
| 2025 | EMNLP | Versatile Framework for Song Generation with Prompt-based Control. | Yu Zhang, Wenxiang Guo, Changhao Pan, Zhiyuan Zhu, Ruiqi Li, Jingyu Lu, Rongjie Huang, Ruiyuan Zhang, Zhiqing Hong, Ziyue Jiang, Zhou Zhao |
| 2025 | IJCNLP | Synthetic Singers: A Review of Deep-Learning-based Singing Voice Synthesis Approaches. | Changhao Pan, Dongyu Yao, Yu Zhang, Wenxiang Guo, Jingyu Lu, Zhiyuan Zhu, Zhou Zhao |
| 2025 | IJCNLP | ASAudio: A Survey of Advanced Spatial Audio Research. | Zhiyuan Zhu, Yu Zhang, Wenxiang Guo, Changhao Pan, Zhou Zhao |
| 2025 | ISNN | Universal Function Projective Synchronization of Delayed Chen System and Delayed Lorenz System With Unknown Parameters by Using Adaptive Control Method. | Baojie Zhang, Liuying Cha, Zhiyuan Zhu, Changchao Liu |
| 2025 | MICCAI | ADAptation: Reconstruction-Based Unsupervised Active Learning for Breast Ultrasound Diagnosis. | Yaofei Duan, Yuhao Huang, Xin Yang, Luyi Han, Xinyu Xie, Zhiyuan Zhu, Ping He, Ka-Hou Chan, Ligang Cui, Sio Kei Im, Dong Ni, Tao Tan |
| 2025 | MICCAI | MReg: A Novel Regression Model with MoE-Based Video Feature Mining for Mitral Regurgitation Diagnosis. | Zhe Liu, Yuhao Huang, Lian Liu, Chengrui Zhang, Haotian Lin, Tong Han, Zhiyuan Zhu, Yanlin Chen, Ruiyue Chen, Dong Ni, Zhongshan Gou, Xin Yang |
| 2025 | MICCAI | Spatio-Temporal Pre-Trained Foundation Model for Neural Decoding with Fine-Grained Optimization. | Ziyu Li, Zhiyuan Zhu, Yang Bai, Qing Li, Xia Wu |
| 2025 | MICCAI | Hierarchical Corpus-View-Category Refinement for Carotid Plaque Risk Grading in Ultrasound. | Zhiyuan Zhu, Jian Wang, Yong Jiang, Tong Han, Yuhao Huang, Ang Zhang, Kaiwen Yang, Mingyuan Luo, Zhe Liu, Yaofei Duan, Dong Ni, Tianhong Tang, Xin Yang |
| 2024 | COLING | CE-VDG: Counterfactual Entropy-based Bias Reduction for Video-grounded Dialogue Generation. | Hongcheng Liu, Pingjie Wang, Zhiyuan Zhu, Yanfeng Wang, Yu Wang |
| 2024 | EMNLP | RA2FD: Distilling Faithfulness into Efficient Dialogue Systems. | Zhiyuan Zhu, Yusheng Liao, Chenxin Xu, Yunfeng Guan, Yanfeng Wang, Yu Wang |
| 2024 | ICIP | Feature Enhanced Learning Image Compression With Recurrent Criss-Cross Attention. | Xue Wu, Tong Tang, Zhiyuan Zhu, Hong Zou |
| 2024 | ICPR | Local and Global Features Fusion for No-Reference Quality Assessment of Super-Resolution Images. | Yun Liu, Tong Tang, Zhiyuan Zhu, Jun Ying |
| 2023 | Interspeech | Contrastive Learning Based ASR Robust Knowledge Selection For Spoken Dialogue System. | Zhiyuan Zhu, Yusheng Liao, Yu Wang, Yunfeng Guan |
| 2020 | ICASSP | Eeg Feature Selection Using Orthogonal Regression: Application to Emotion Recognition. | Xueyuan Xu, Fulin Wei, Zhiyuan Zhu, Jianhong Liu, Xia Wu |
| 2019 | MICCAI | A Novel Graph Wavelet Model for Brain Multi-scale Activational-Connectional Feature Fusion. | Wenyan Xu, Qing Li, Zhiyuan Zhu, Xia Wu |