| 2026 | ACL | Discovering and Causally Validating Emotion-Sensitive Neurons in Large Audio-Language Models. | Xiutian Zhao, Bjrn W. Schuller, Berrak Sisman |
| 2026 | EACL | Finding Culture-Sensitive Neurons in Vision-Language Models. | Xiutian Zhao, Rochelle Choenni, Rohit Saxena, Ivan Titov |
| 2024 | AAAI | Learning from Failure: Improving Meeting Summarization without Good Samples. | Ke Wang, Xiutian Zhao, Wei Peng |
| 2024 | EMNLP | AgentBank: Towards Generalized LLM Agents via Fine-Tuning on 50000+ Interaction Trajectories. | Yifan Song, Weimin Xiong, Xiutian Zhao, Dawei Zhu, Wenhao Wu, Ke Wang, Cheng Li, Wei Peng, Sujian Li |
| 2024 | EMNLP | Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement. | Weimin Xiong, Yifan Song, Xiutian Zhao, Wenhao Wu, Xun Wang, Ke Wang, Cheng Li, Wei Peng, Sujian Li |
| 2024 | EMNLP | An Electoral Approach to Diversify LLM-based Multi-Agent Collective Decision-Making. | Xiutian Zhao, Ke Wang, Wei Peng |
| 2023 | EMNLP | PROSE: A Pronoun Omission Solution for Chinese-English Spoken Language Translation. | Ke Wang, Xiutian Zhao, Yanghui Li, Wei Peng |
| 2023 | EMNLP | M³Seg: A Maximum-Minimum Mutual Information Paradigm for Unsupervised Topic Segmentation in ASR Transcripts. | Ke Wang, Xiutian Zhao, Yanghui Li, Wei Peng |
| 2023 | EMNLP | ORCHID: A Chinese Debate Corpus for Target-Independent Stance Detection and Argumentative Dialogue Summarization. | Xiutian Zhao, Ke Wang, Wei Peng |