| 2026 | AAAI | WorldAgen: Unified State-Action Prediction with Test-Time World Model Training. | Chi Wan, Kangrui Wang, Yuan Si, Pingyue Zhang, Manling Li |
| 2025 | ACL | LEMONADE: A Large Multilingual Expert-Annotated Abstractive Event Dataset for the Real World. | Sina J. Semnani, Pingyue Zhang, Wanyue Zhai, Haozhuo Li, Ryan Beauchamp, Trey Billing, Katayoun Kishi, Manling Li, Monica S. Lam |
| 2024 | AAAI | Multi-Label Supervised Contrastive Learning. | Pingyue Zhang, Mengyue Wu |
| 2024 | ICASSP | A Detailed Audio-Text Data Simulation Pipeline Using Single-Event Sounds. | Xuenan Xu, Xiaohang Xu, Zeyu Xie, Pingyue Zhang, Mengyue Wu, Kai Yu |
| 2024 | ICASSP | Semantic-Enhanced Supervised Contrastive Learning. | Pingyue Zhang, Mengyue Wu, Kai Yu |
| 2024 | Interspeech | Enhancing Zero-shot Audio Classification using Sound Attribute Knowledge from Large Language Models. | Xuenan Xu, Pingyue Zhang, Ming Yan, Ji Zhang, Mengyue Wu |
| 2023 | Interspeech | ReCLR: Reference-Enhanced Contrastive Learning of Audio Representation for Depression Detection. | Pingyue Zhang, Mengyue Wu, Kai Yu |