| 2025 | CogSci | Prediction of Cognitive Impairment in Middle-aged and Elderly People: A Method Based on Granger Causality. | Siying Li, Linna Wang, Xinyu Guo, Haoyue Shi, Yuehang Ma, Xian Zhang, Ziliang Feng, Li Lu |
| 2025 | CogSci | Long-Term Cognitive Trajectory Prediction in a Chinese Cohort of Middle-Aged and Older Adults Using Causal Machine Learning. | Linna Wang, Xinyu Guo, Haoyue Shi, Ziliang Feng, Li Lu |
| 2025 | HPCC | RKOP: A Parallel Randomized Kaczmarz Algorithom Based on Oblique Projection for Large-Scale Overdetermined Equations. | Xinyu Guo, Min Tian, Xiaoming Wu, Yunhui Zeng, Jidong Huo, Wei Du |
| 2025 | ICRA | Enhancing the Utilization of Color Information in Point Cloud Semantic Segmentation. | Xinyu Guo, Zhi Gao, Zhiyu Zhou, Jingshi Wang, Luliang Tang, Min Cao |
| 2025 | SMC | AI-Powered Pavement Moduli Prediction: Advancing Smart City Infrastructure with Scalable and Interpretable Solutions | Xinyu Guo, Nan Sun, Yue Chen, Jianfeng Xue |
| 2024 | CogSci | Dynamic Causal Graph-Based Learning Approach for Predicting Cognitive Impairment in Middle-Aged and Older Adults. | Linna Wang, Xinyu Guo, Yunyi Zhou, Zhenchao Li, Lihua Jiang, Li Zhao, Ziliang Feng, Li Lu |
| 2024 | ICCE | Exploring the Young Learners' Interactions with AI-generated Multimodal Feedback in Collaborative Writing. | Xinyu Guo |
| 2024 | ICCE | Appropriating AI-Powered Pedagogical Affordances for Vocabulary Learning. | Xinyu Guo, Yun Wen |
| 2024 | ICML | Automated Loss function Search for Class-imbalanced Node Classification. | Xinyu Guo, Kai Wu, Xiaoyu Zhang, Jing Liu |
| 2024 | ICPR | DEYOLO: Dual-Feature-Enhancement YOLO for Cross-Modality Object Detection. | Yishuo Chen, Boran Wang, Xinyu Guo, Wenbin Zhu, Jiasheng He, Xiaobin Liu, Jing Yuan |
| 2024 | MICCAI | A Hyperreflective Foci Segmentation Network for OCT Images with Multi-dimensional Semantic Enhancement. | Xingguo Wang, Yuhui Ma, Xinyu Guo, Yalin Zheng, Jiong Zhang, Yonghuai Liu, Yitian Zhao |
| 2023 | ICCE | AI-powered Collaborative Activities for Chinese Vocabulary Learning. | Xinyu Guo, Yun Wen |
| 2023 | MICCAI | Polar-Net: A Clinical-Friendly Model for Alzheimer's Disease Detection in OCTA Images. | Shouyue Liu, Jinkui Hao, Yanwu Xu, Huazhu Fu, Xinyu Guo, Jiang Liu, Yalin Zheng, Yonghuai Liu, Jiong Zhang, Yitian Zhao |
| 2020 | VECoS | Multi-scale Risk Assessment Model of Network Security Based on LSTM. | Yinfei Lv, Huorong Ren, Xuefeng Gao, Tong Sun, Haopeng Zhang, Xinyu Guo |
| 2018 | IJCNN | Using Semantic Clustering And Autoencoders For Detecting Novelty In Corpora Of Short Texts. | Mei Mei, Xinyu Guo, Belinda C. Williams, Simona Doboli, Jared B. Kenworthy, Paul B. Paulus, Ali A. Minai |
| 2017 | IJCNN | Feature selection using multiple auto-encoders. | Xinyu Guo, Ali A. Minai, Long J. Lu |
| 2016 | IGARSS | Implentation of onboard JPEG XR compression on a low clock frequency FPGA. | Hao Chen, Xinyu Guo, Ye Zhang |
| 2014 | IPCCC | TMODF: Trajectory-based multi-objective optimal data forwarding in vehicular networks. | Maocai Fu, Xin Li, Fan Li, Xinyu Guo, Zhili Wu |
| 2013 | ICDM | Search Behavior Based Latent Semantic User Segmentation for Advertising Targeting. | Xueqing Gong, Xinyu Guo, Rong Zhang, Xiaofeng He, Aoying Zhou |
| 2007 | ICNC | A Stock Pattern Recognition Algorithm Based on Neural Networks. | Xinyu Guo, Xun Liang, Xiang Li |
| 2006 | ICTAI | A Tree Matching Approach for the Temporal Registration of Retinal Images. | Xinyu Guo, Wynne Hsu, Mong-Li Lee, Tien Yin Wong |
| 2005 | CIKM | Discovering strong skyline points in high dimensional spaces. | Zhenjie Zhang, Xinyu Guo, Hua Lu, Anthony K. H. Tung, Nan Wang |
| 2005 | IGARSS | Three-dimensional visualization of maize canopy based on crop growth model and spectrum data. | Xinyu Guo, Chunjiang Zhao, Wenjiang Huang, Jihua Wang, Kezhang Zhuang |
| 2004 | ICCSA | An Efficient Image-Based 3D Reconstruction Algorithm for Plants. | Zhigeng Pan, Weixi Hu, Xinyu Guo, Chunjiang Zhao |
| 2004 | KDD | 2PXMiner: an efficient two pass mining of frequent XML query patterns. | Liang Huai Yang, Mong-Li Lee, Wynne Hsu, Xinyu Guo |