| 2025 | ACL | PsyAdvisor: A Plug-and-Play Strategy Advice Planner with Proactive Questioning in Psychological Conversations. | Yuxin Hu, Danni Liu, Bo Liu, Yida Chen, Jiuxin Cao, Yan Liu |
| 2025 | ACL | Middle-Layer Representation Alignment for Cross-Lingual Transfer in Fine-Tuned LLMs. | Danni Liu, Jan Niehues |
| 2025 | IROS | Embodied Escaping: End-to-End Reinforcement Learning for Robot Navigation in Narrow Environment. | Han Zheng, Jiale Zhang, Mingyang Jiang, Peiyuan Liu, Danni Liu, Tong Qin, Ming Yang |
| 2025 | NAACL | How do Multimodal Foundation Models Encode Text and Speech? An Analysis of Cross-Lingual and Cross-Modal Representations. | Hyunji Lee, Danni Liu, Supriti Sinhamahapatra, Jan Niehues |
| 2024 | EACL | Benchmarking Diffusion Models for Machine Translation. | Yunus Demirag, Danni Liu, Jan Niehues |
| 2024 | EACL | How Transferable are Attribute Controllers on Pretrained Multilingual Translation Models? | Danni Liu, Jan Niehues |
| 2024 | EMNLP | SciEx: Benchmarking Large Language Models on Scientific Exams with Human Expert Grading and Automatic Grading. | Tu Anh Dinh, Carlos Mullov, Leonard Brmann, Zhaolin Li, Danni Liu, Simon Rei, Jueun Lee, Nathan Lerzer, Jianfeng Gao, Fabian Peller-Konrad, Tobias Rddiger, Alexander Waibel, Tamim Asfour, Michael Beigl, Rainer Stiefelhagen, Carsten Dachsbacher, Klemens Bhm, Jan Niehues |
| 2024 | EMNLP | Optimizing Rare Word Accuracy in Direct Speech Translation with a Retrieval-and-Demonstration Approach. | Siqi Li, Danni Liu, Jan Niehues |
| 2024 | NAACL | Language-Independent Representations Improve Zero-Shot Summarization. | Vladimir Solovyev, Danni Liu, Jan Niehues |
| 2023 | AAAI | Music-to-Facial Expressions: Emotion-Based Music Visualization for the Hearing Impaired. | Yubo Wang, Fengzhou Pan, Danni Liu, Jiaxiong Hu |
| 2023 | EMNLP | End-to-End Evaluation for Low-Latency Simultaneous Speech Translation. | Christian Huber, Tu Anh Dinh, Carlos Mullov, Ngoc-Quan Pham, Thai Binh Nguyen, Fabian Retkowski, Stefan Constantin, Enes Yavuz Ugan, Danni Liu, Zhaolin Li, Sai Koneru, Jan Niehues, Alexander Waibel |
| 2022 | ICASSP | Tackling Data Scarcity in Speech Translation Using Zero-Shot Multilingual Machine Translation Techniques. | Tu Anh Dinh, Danni Liu, Jan Niehues |
| 2022 | Interspeech | From Start to Finish: Latency Reduction Strategies for Incremental Speech Synthesis in Simultaneous Speech-to-Speech Translation. | Danni Liu, Changhan Wang, Hongyu Gong, Xutai Ma, Yun Tang, Juan Miguel Pino |
| 2021 | ACL | Improving Zero-Shot Translation by Disentangling Positional Information. | Danni Liu, Jan Niehues, James Cross, Francisco Guzmn, Xian Li |
| 2020 | Interspeech | Low-Latency Sequence-to-Sequence Speech Recognition and Translation by Partial Hypothesis Selection. | Danni Liu, Gerasimos Spanakis, Jan Niehues |
| 2017 | ICNC | Attribute reduction based on object concepts. | Can Wang, Xi Yu, Lijuan Wang, Danni Liu, Chunming Xu |