| 2026 | AAAI | A Retrieval Augmented Spatio-Temporal Framework for Traffic Prediction. | Weilin Ruan, Xilin Dang, Ziyu Zhou, Sisuo Lyu, Yuxuan Liang |
| 2026 | AAAI | Revitalizing Canonical Pre-Alignment for Irregular Multivariate Time Series Forecasting. | Ziyu Zhou, Yiming Huang, Yanyun Wang, Yuankai Wu, James Kwok, Yuxuan Liang |
| 2026 | CHI | WordCraft: Scaffolding the Keyword Method for L2 Vocabulary Learning with Multimodal LLMs. | Yuheng Shao, Junjie Xiong, Chaoran Wu, Xiyuan Wang, Ziyu Zhou, Yang Ouyang, Qinyi Tao, Quan Li |
| 2026 | KDD | How to Train Your Mamba for Time Series Forecasting. | Jiaxi Hu, Disen Lan, Ziyu Zhou, Gefeng Luo, Qingsong Wen, Yuxuan Liang |
| 2026 | WSDM | Code LLMs Still Fall Short of Top Programmers: Evaluating Algorithmic Code Generation Through Computational Thinking. | Shisong Chen, Ziyu Zhou, Yicong Zhao, Chengyi Yang, Zhixu Li, Yanghua Xiao, Xin Lin, Xiaojun Meng, Jiansheng Wei, Kuien Liu |
| 2025 | AAAI | MSV-PCT: Multi-Sparse-View Enhanced Transformer Framework for Salient Object Detection in Point Clouds. | Zihao Wang, Yiming Huang, Gengyu Lyu, Yucheng Zhao, Ziyu Zhou, Bochen Xie, Zhen Yang, Yongjian Deng |
| 2025 | ACL | Pun2Pun: Benchmarking LLMs on Textual-Visual Chinese-English Pun Translation via Pragmatics Model and Linguistic Reasoning. | Yiran Rex Ma, Shan Huang, Yuting Xu, Ziyu Zhou, Yuanxi Wei |
| 2025 | DAC | LearnGraph: A Learning-Based Architecture for Dynamic Graph Processing. | Lingling Zhang, Yijian Wu, Hong Jiang, Ziyu Zhou, Tiancheng Lu |
| 2025 | EMNLP | StructuThink: Reasoning with Task Transition Knowledge for Autonomous LLM-Based Agents. | Haiyu Zhao, Zhenyu Guo, Chunhong Zhang, Ziyu Zhou, Zheng Hu |
| 2025 | ICASSP | Accelerating Computation for Large-Scale Wide-Band RF Imaging. | Ziyu Zhou, Yiming Zhou, Wei Dai |
| 2025 | ISCAS | An OTA with Series-Cascode-Miller Compensation and Anti-Pole-Splitting for a 360-MHz BW Low-Distortion TIA in Sub-6G Broadband RF Receivers. | Junyao Ji, Yan Xue, Xiaojie Fan, Ziyu Zhou, Bo Wang, Youxiang Chen, Peiyu Li, Ruibai You, Hong Zhang |
| 2025 | MICCAI | On the Interplay of Human-AI Alignment, Fairness, and Performance Trade-Offs in Medical Imaging. | Haozhe Luo, Ziyu Zhou, Shelley Zixin Shu, Aurlie Pahud de Mortanges, Robert Berke, Mauricio Reyes |
| 2025 | MICCAI | Cross-Modal Knowledge Distillation for Chest Radiographic Diagnosis via Embedding Expansion, Reconstruction, and Classification. | Dongao Ma, Jiaxuan Pang, Ziyu Zhou, Michael B. Gotway, Jianming Liang |
| 2025 | MICCAI | 💡💡💡 Lamps: Learning Anatomy from Multiple Perspectives via Self-supervision in Chest Radiographs. | Ziyu Zhou, Haozhe Luo, Mohammad Reza Hosseinzadeh Taher, Jiaxuan Pang, Xiaowei Ding, Michael B. Gotway, Jianming Liang |
| 2025 | NAACL | WorkTeam: Constructing Workflows from Natural Language with Multi-Agents. | Hanchao Liu, Rongjun Li, Weimin Xiong, Ziyu Zhou, Wei Peng |
| 2025 | WACV | ACE: Anatomically Consistent Embeddings in Composition and Decomposition. | Ziyu Zhou, Haozhe Luo, Mohammad Reza Hosseinzadeh Taher, Jiaxuan Pang, Xiaowei Ding, Michael B. Gotway, Jianming Liang |
| 2024 | ICASSP | Multispectral RF Imaging Using Multiple Narrow-Band FMCW Signals. | Ziyu Zhou, Wei Dai |
| 2024 | IJCAI | SDformer: Transformer with Spectral Filter and Dynamic Attention for Multivariate Time Series Long-term Forecasting. | Ziyu Zhou, Gengyu Lyu, Yiming Huang, Zihao Wang, Ziyu Jia, Zhen Yang |
| 2024 | MICCAI | ASA: Learning Anatomical Consistency, Sub-volume Spatial Relationships and Fine-Grained Appearance for CT Images. | Jiaxuan Pang, Dongao Ma, Ziyu Zhou, Michael B. Gotway, Jianming Liang |
| 2023 | BMVC | Learning Anatomically Consistent Embedding for Chest Radiography. | Ziyu Zhou, Haozhe Luo, Jiaxuan Pang, Xiaowei Ding, Michael B. Gotway, Jianming Liang |
| 2023 | IGARSS | Domain Adversarial Debiased Self-Training for Hyperspectral Image Classification. | Tianshu Zhang, Jie Feng, Ziyu Zhou, Xiangrong Zhang, Licheng Jiao |
| 2023 | MICCAI | Source-Free Domain Adaptation for Medical Image Segmentation via Prototype-Anchored Feature Alignment and Contrastive Learning. | Qinji Yu, Nan Xi, Junsong Yuan, Ziyu Zhou, Kang Dang, Xiaowei Ding |
| 2023 | PRICAI | STFM: Enhancing Autism Spectrum Disorder Classification Through Ensemble Learning-Based Fusion of Temporal and Spatial fMRI Patterns. | Ziyu Zhou, Yiming Huang, Yining Wang, Yin Liang |
| 2022 | IGARSS | Spectral Constrained Residual Attention Network for Hyperspectral Pansharpening. | Ziyu Zhou, Jie Feng, Xiande Wu, Jiao Shi, Xiangrong Zhang |
| 2022 | MICCAI | Coarse Retinal Lesion Annotations Refinement via Prototypical Learning. | Qinji Yu, Kang Dang, Ziyu Zhou, Yongwei Chen, Xiaowei Ding |
| 2021 | ISPEC | WADS: A Webshell Attack Defender Assisted by Software-Defined Networks. | Beiyuan Yu, Jianwei Liu, Ziyu Zhou |
| 2021 | UIST | Taming fNIRS-based BCI Input for Better Calibration and Broader Use. | Liang Wang, Zhe Huang, Ziyu Zhou, Devon McKeon, Giles Blaney, Michael C. Hughes, Robert J. K. Jacob |