| 2025 | ICDCS | Federated Learning with Workload Reduction through Partial Training of Client Models and Entropy-Based Data Selection. | Hongrui Shi, Valentin Radu, Po Yang |
| 2025 | INDIN | DA-Mamba: A Data Augmentation-Enhanced State Space Model for Fertiliser N2O Prediction in Agricultural IoT Applications. | Gaoshan Bi, Tong Liu, Yu Zhang, Qing Xue, Yang Li, Po Yang |
| 2025 | INDIN | Self-Supervised Anomaly Detection for Parkinson's Disease in Free-Living Environment. | Chuxiong Huang, Xulong Wang, Xiyang Peng, Peng Yue, Jun Qi, Yun Yang, Po Yang |
| 2025 | INDIN | RH-GNN: Regional Heterogeneity Enabled GNN for Agricultural Fertilization Prediction. | Jiaqi Qian, Yu Zhang, Gaoshan Bi, Jun Qi, Yun Yang, Po Yang |
| 2025 | INDIN | Attention-Guided Time-Channel Masking for Self-Supervised Human Activity Recognition via Masked Sensor Data Reconstruction. | Long Yang, Po Yang, Xiyang Peng, Xulong Wang, Jun Qi |
| 2025 | INDIN | Integrating Large Language Models with Computer Vision for Automated Pest Management in Precision Agriculture. | Yuzhu Zheng, Zhipeng Yuan, Jun Qi, Po Yang |
| 2024 | IJCNN | A multi-target multi-task approach based on correlated multiple cognitive scores for AD progression prediction. | Xuanhan Fan, Menghui Zhou, Jun Qi, Yun Yang, Po Yang |
| 2024 | INDIN | ParallelFarm: An AI-Enabled Sustainable Farming Management System for Carbon Neutrality. | Gaoshan Bi, Yu Zhang, Qing Xue, Yang Li, Zhipeng Yuan, Kang Liu, Tong Liu, Po Yang |
| 2024 | INDIN | FLARES: A Framework for Large-Scale Agent-Based Rapid Epidemic Simulation. | Ruoling Peng, Kang Liu, Po Yang |
| 2024 | INDIN | Advancing Agricultural Decision-Making with A Multi-Dimensional Evaluation of Large Language Models for Sustainable Pest Management. | Shanglong Yang, Zhipeng Yuan, Shunbao Li, Ruoling Peng, Kang Liu, Po Yang |
| 2023 | AAAI | Robust Temporal Smoothness in Multi-Task Learning. | Menghui Zhou, Yu Zhang, Yun Yang, Tong Liu, Po Yang |
| 2023 | CIKM | Weak Regression Enhanced Lifelong Learning for Improved Performance and Reduced Training Data. | Tong Liu, Xulong Wang, He Huang, Po Yang |
| 2023 | CIKM | IoTBDH-2023: The 5th International Workshop on Internet of Things of Big Data for Healthcare. | Jun Qi, Hongqing Yu, Po Yang, Yun Yang, Zhibo Pang |
| 2023 | EuroSys | Distributed Training for Speech Recognition using Local Knowledge Aggregation and Knowledge Distillation in Heterogeneous Systems. | Hongrui Shi, Valentin Radu, Po Yang |
| 2023 | ICPADS | Effective Severity Assessment of Parkinson's Disease using Wearable Sensors in Free-living IoT Environment. | Ziheng Li, Yuting Zhao, Jun Qi, Xulong Wang, Yun Yang, Po Yang |
| 2023 | ICPADS | Modeling Parkinson's Disease Aided Diagnosis with Multi-Instance Learning: An Effective Approach to Mitigate Label Noise. | Zheyuan Xu, Fengtao Nan, Jun Qi, Yun Yang, Xulong Wang, Po Yang |
| 2023 | INDIN | Automatic Generation of Visual Concept-based Explanations for Pest Recognition. | Zhipeng Yuan, Kang Liu, Shunbao Li, Po Yang |
| 2023 | KDD | Automatic Temporal Relation in Multi-Task Learning. | Menghui Zhou, Po Yang |
| 2023 | TrustCom | Tabular Generative Adversarial Networks with an Enhanced Sampling Approach for High-Quality Cardiovascular Disease Dataset Generation. | Malak Alqulaity, Po Yang |
| 2023 | TrustCom | Advanced Machine-Learning Technologies for Coronary Artery Disease Prediction Using Heterogeneous Data. | Malak Alqulaity, Po Yang |
| 2023 | TrustCom | A Comparative Analysis of Federated Learning Techniques on On-Demand Platforms in Supporting Modern Web Browser Applications. | Muhammad Senoyodha Brennaf, Po Yang, Vitaveska Lanfranchi |
| 2023 | TrustCom | A Deep Learning Model for Mobility Change Prediction Based on National Prevention and Control Policy. | Shifeng Li, Ruoling Peng, Po Yang, Yun Yang |
| 2023 | TrustCom | Quantifying Nematodes through Images: Datasets, Models, and Baselines of Deep Learning. | Zhipeng Yuan, Nasamu Musa, Katarzyna Dybal, Matthew Back, Daniel Leybourne, Po Yang |
| 2022 | CIKM | Multi-task Learning with Adaptive Global Temporal Structure for Predicting Alzheimer's Disease Progression. | Menghui Zhou, Yu Zhang, Tong Liu, Yun Yang, Po Yang |
| 2022 | INDIN | Lightweight Object Detection Model with Data Augmentation for Tiny Pest Detection. | Zhipeng Yuan, Shunbao Li, Po Yang, Yang Li |
| 2022 | IECON | Spatio-temporal Tensor Multi-Task Learning for Precision Fertilisation with Real-world Agricultural Data. | Yu Zhang, Tong Liu, Yang Li, Ruijing Wang, He Huang, Po Yang |
| 2021 | INDIN | Tensor Multi-Task Learning for Predicting Alzheimer's Disease Progression using MRI data with Spatio-temporal Similarity Measurement. | Yu Zhang, Po Yang, Vitaveska Lanfranchi |
| 2020 | CGI | Dynamic Shadow Rendering with Shadow Volume Optimization. | Zhibo Fu, Han Zhang, Ran Wang, Zhen Li, Po Yang, Bin Sheng, Lijuan Mao |
| 2020 | CGI | GPU-based Grass Simulation with Accurate Blade Reconstruction. | Sheng Wang, Saba Ghazanfar Ali, Ping Lu, Zhen Li, Po Yang, Bin Sheng, Lijuan Mao |
| 2020 | INDIN | HNSleepNet: A Novel Hybrid Neural Network for Home Health-Care Automatic Sleep Staging with Raw Single-Channel EEG. | Weiwei Chen, Yun Yang, Po Yang |
| 2020 | INDIN | Multi-View Facial Expression Recognition based o n Multitask Learning and Generative Adversarial Network. | Jiajun Fan, Shipu Wang, Po Yang, Yun Yang |
| 2020 | INDIN | Human activity recognition based on triaxial accelerometer using multi-feature weighted ensemble. | QingNan Li, Yun Yang, Po Yang |
| 2020 | INDIN | Water Pressure Monitoring Using a Temperature-Compensated WP-SAW Pressure Sensor. | Zhaozhao Tang, Wenyan Wu, Jinliang Gao, Po Yang, Jingting Luo, Chen Fu |
| 2020 | INDIN | Hybrid Label Noise Correction Algorithm For Medical Auxiliary Diagnosis. | Jiwei Xu, Yun Yang, Po Yang |
| 2020 | INDIN | Traffic sign classification via Semi-Supervised model with uncertain labels. | Luhui Yang, Qing Liu, Yun Yang, Po Yang |
| 2020 | ISPA | Interoperable Multi-Modal Data Analysis Platform for Alzheimer's Disease Management. | Zhen Pang, Shuhao Zhang, Yun Yang, Jun Qi, Po Yang |
| 2020 | ISPA | Experimental Analysis of Artificial Neural Networks Performance for Accessing Physical Activity Recognition in Daily Life. | Xiyang Peng, Xiang Wang, Jun Qi, Yun Yang, Jie Li, Po Yang |
| 2020 | ISPA | A Hybrid Hierarchical Model for Accessing Physical Activity Recognition towards Free-living Environments. | Jun Qi, Hai-Ning Liang, Jianjun Chen, Xiyang Peng, Lee Newcombe, Po Yang |
| 2020 | ISPA | Visual Analysis of Biomarkers Selected via Multi-Task Learning for Modeling Alzheimer's Disease Progression. | Xulong Wang, Gaoshan Bi, Yu Zhang, Jun Qi, Yun Yang, Po Yang |
| 2019 | BIBE | Multi-source Ensemble Transfer Approach for Medical Text Auxiliary Diagnosis. | Xinfa Li, Yun Yang, Po Yang |
| 2019 | INDIN | Deep Learning based Automatic Approach using Hybrid Global and Local Activated Features towards Large-scale Multi-class Pest Monitoring. | Liu Liu, Rujing Wang, Chengjun Xie, Po Yang, Sud Sudirman, Fangyuan Wang, Rui Li |
| 2019 | INDIN | Automatic Computer Aided System for Lung Cancer in Chest CTs Using MD-RFCN Combined with Tri-Level Region Proposal Network. | Anum Masood, Bin Sheng, Ping Li, Po Yang, Jinman Kim |
| 2019 | INDIN | Ensemble of Receptive Fields for Training Central-Focused Convolutional Neural Networks. | Wenzhao Shao, Po Yang, Yun Yang |
| 2019 | INDIN | A Survey of Disease Progression Modeling Techniques for Alzheimer's Diseases. | Xulong Wang, Jun Qi, Yun Yang, Po Yang |
| 2018 | DeSE | Comparison Analysis of Machine Learning Algorithms to Rank Alzheimer's Disease Risk Factors by Importance. | Mohamed Mahyoub, Martin Randles, Thar Baker, Po Yang |
| 2018 | HPCC | Effective Use of Data Science Toward Early Prediction of Alzheimer's Disease. | Mohamed Mahyoub, Martin Randles, Thar Baker, Po Yang |
| 2018 | HPCC | Experimental Analysis of Cost-Effective Mobile Sensing Technologies for Activity Analytics in Elderly Care. | Lee Newcombe, Po Yang, Chris Carter, Martin Hanneghan, Jun Qi |
| 2018 | HPCC | Reinforcement Learning for Vehicle Route Optimization in SUMO. | Koh Song Sang, Bo Zhou, Po Yang, Zaili Yang, Hui Fang, Jianxin Feng |
| 2018 | HPCC | SAW Delay Line Based IoT Smart Sensing in Water Distribution System. | Zhaozhao Tang, Wenyan Wu, Jinliang Gao, Po Yang |
| 2016 | DeSE | A Survey on Urban Traffic Optimisation for Sustainable and Resilient Transportation Network. | Koh Song Sang, Bo Zhou, Po Yang, Zaili Yang |
| 2016 | TrustCom | A Survey on Quantitative Evaluation of Web Service Security. | Bo Zhou, Qi Shi, Po Yang |
| 2013 | PPAM | Evaluation of Autoparallelization Toolkits for Commodity GPUs. | David Williams, Valeriu Codreanu, Po Yang, Baoquan Liu, Feng Dong, Burhan Yasar, Babak Mahdian, Alessandro Chiarini, Xia Zhao, Jos B. T. M. Roerdink |
| 2012 | ICFHR | Handwritten English Word Recognition Based on Convolutional Neural Networks. | Aiquan Yuan, Gang Bai, Po Yang, Yanni Guo, Xinting Zhao |
| 2011 | ICDAR | Grid-based modelling and correction of arbitrarily warped historical document images for large-scale digitisation. | Po Yang, Apostolos Antonacopoulos, Christian Clausner, Stefan Pletschacher |