| 2026 | AAAI | Rademacher Complexity for Distributionally Robust Learning. | Zhengyu Zhou, Weiwei Liu |
| 2026 | AAAI | On the Robustness of Bandit Multiple Testing. | Zhengyu Zhou, Weiwei Liu |
| 2026 | EACL | ToolDreamer: Instilling LLM Reasoning Into Tool Retrievers. | Saptarshi Sengupta, Zhengyu Zhou, Jun Araki, Xingbo Wang, Bingqing Wang, Suhang Wang, Zhe Feng |
| 2025 | ICML | An Error Analysis of Flow Matching for Deep Generative Modeling. | Zhengyu Zhou, Weiwei Liu |
| 2024 | AAAI | DRF: Improving Certified Robustness via Distributional Robustness Framework. | Zekai Wang, Zhengyu Zhou, Weiwei Liu |
| 2024 | ICML | Sequential Kernel Goodness-of-fit Testing. | Zhengyu Zhou, Weiwei Liu |
| 2023 | ACL | CoAug: Combining Augmentation of Labels and Labelling Rules. | Rakesh R. Menon, Bingqing Wang, Jun Araki, Zhengyu Zhou, Zhe Feng, Liu Ren |
| 2023 | EMNLP | DelucionQA: Detecting Hallucinations in Domain-specific Question Answering. | Mobashir Sadat, Zhengyu Zhou, Lukas Lange, Jun Araki, Arsalan Gundroo, Bingqing Wang, Rakesh R. Menon, Md. Rizwan Parvez, Zhe Feng |
| 2023 | UIST | EyeClick: A Robust Two-Step Eye-Hand Interaction for Text Entry in Augmented Reality Glasses. | Jiajing Guo, Andrew Benton, Nan Tian, William Ma, Nicholas Feffer, Zhengyu Zhou, Liu Ren |
| 2019 | ICASSP | A Neural Network Based Ranking Framework to Improve ASR with NLU Related Knowledge Deployed. | Zhengyu Zhou, Xuchen Song, Rami Botros, Lin Zhao |
| 2008 | ICASSP | Recasting the discriminative n-gram model as a pseudo-conventional n-gram model for LVCSR. | Zhengyu Zhou, Helen M. Meng |
| 2007 | Interspeech | Complementarity and redundancy in multimodal user inputs with speech and pen gestures. | Pui-Yu Hui, Zhengyu Zhou, Helen M. Meng |
| 2006 | ICASSP | A Comparative Study of Discriminative Methods for Reranking LVCSR N-Best Hypotheses in Domain Adaptation and Generalization. | Zhengyu Zhou, Jianfeng Gao, Frank K. Soong, Helen Meng |
| 2006 | Interspeech | A multi-pass error detection and correction framework for Mandarin LVCSR. | Zhengyu Zhou, Helen M. Meng, Wai Kit Lo |
| 2004 | Interspeech | A two-level schema for detecting recognition errors. | Zhengyu Zhou, Helen M. Meng |