| 2025 | EMNLP | Scalable Data Synthesis through Human-like Cognitive Imitation and Data Recombination. | Zhongyi Ye, Weitai Zhang, Xinyuan Zhou, Yongxin Zhu, Ninghui Rao, Enhong Chen |
| 2025 | ICASSP | SAR Ship Detector Using Cross-stage Feature Fusion and Decoupled Head with Mutual Guidance. | Yixin Qiao, Xiaoxiao Yin, Xinyuan Zhou, Shiyong Lan, Guonan Deng |
| 2025 | ICASSP | Bridging Modality Gap with Large Speech and Language Models for End-to-End Speech-to-Text Translation. | Weitai Zhang, Simran Naagar, Zhongyi Ye, Peiwang Tang, Xinyuan Zhou, Junhua Liu, Lirong Dai |
| 2025 | PRICAI | Diff-DTF: Dynamic Temporal Feature Extraction and Refinement with Diffusion Model in Time Series Anomaly Detection. | Ruiyi Lu, Weihong Yuan, Xinyuan Zhou, Shiyong Lan |
| 2025 | SMC | Spatiotemporal Trend Fusion Feature Graph Convolution Network for Spatial Interpolation in Traffic Scenes | Zhiang Hou, Shiyong Lan, Xinyuan Zhou, Wujiang Zhu, Yao Ren |
| 2025 | SMC | FE-HGAT: Frequency-Enhanced Hybrid Graph Attention Network For Traffic Prediction. | Yao Ren, Wujiang Zhu, Shiyong Lan, Xinyuan Zhou, Hongyu Yang, Zhiang Hou |
| 2025 | SMC | Spatial Interpolation Based on Causal Spatiotemporal Modeling. | Han Xie, Shiyong Lan, Yao Ren, Weihong Yuan, Xinyuan Zhou, Zhiang Hou |
| 2024 | ICASSP | A Study of Multichannel Spatiotemporal Features and Knowledge Distillation on Robust Target Speaker Extraction. | Yichi Wang, Jie Zhang, Shihao Chen, Weitai Zhang, Zhongyi Ye, Xinyuan Zhou, Lirong Dai |
| 2024 | ICASSP | Pre-Trained Acoustic-and-Textual Modeling for End-To-End Speech-To-Text Translation. | Weitai Zhang, Hanyi Zhang, Chenxuan Liu, Zhongyi Ye, Xinyuan Zhou, Chao Lin, Lirong Dai |
| 2023 | EMNLP | DiffS2UT: A Semantic Preserving Diffusion Model for Textless Direct Speech-to-Speech Translation. | Yongxin Zhu, Zhujin Gao, Xinyuan Zhou, Zhongyi Ye, Linli Xu |
| 2023 | ICANN | Visual-Haptic-Kinesthetic Object Recognition with Multimodal Transformer. | Xinyuan Zhou, Shiyong Lan, Wenwu Wang, Xinyang Li, Siyuan Zhou, Hongyu Yang |
| 2022 | CIKM | Decoupled Hyperbolic Graph Attention Network for Modeling Substitutable and Complementary Item Relationships. | Zhiheng Zhou, Tao Wang, Linfang Hou, Xinyuan Zhou, Mian Ma, Zhuoye Ding |
| 2021 | ICASSP | Multi-Channel Target Speech Extraction with Channel Decorrelation and Target Speaker Adaptation. | Jiangyu Han, Xinyuan Zhou, Yanhua Long, Yijie Li |
| 2020 | Interspeech | Self-and-Mixed Attention Decoder with Deep Acoustic Structure for Transformer-Based LVCSR. | Xinyuan Zhou, Grandee Lee, Emre Yilmaz, Yanhua Long, Jiaen Liang, Haizhou Li |
| 2020 | Interspeech | Multi-Encoder-Decoder Transformer for Code-Switching Speech Recognition. | Xinyuan Zhou, Emre Yilmaz, Yanhua Long, Yijie Li, Haizhou Li |