| 2026 | KSEM | Difference-Aware Boundary Refinement for Named Entity Recognition. | Jianquan Ouyang, Wentao Liao |
| 2026 | KSEM | Knowledge-Driven 3D Reconstruction: Fusing Explicit Structural Priors with Latent Diffusion Models. | Jianquan Ouyang, Liuyang Li, Huanrong Tang |
| 2026 | KSEM | CryoHIRI: A Knowledge-Driven Framework for High-Resolution Structural Knowledge Discovery from Cryo-EM Images. | Jianquan Ouyang, Yue Yang |
| 2026 | KSEM | Adaptive Post-hoc Knowledge Consistency for Meteorological Prediction Under Extreme Uncertainty. | Huanrong Tang, Li Jian, Jianquan Ouyang |
| 2025 | CIKM | Exploring Iterative Refinement for Nested Named Entity Recognition with IoU-aware Denoising Diffusion. | Qiaoxuan Yin, Jianquan Ouyang, Huanrong Tang |
| 2024 | COLING | A Streamlined Span-based Factorization Method for Few Shot Named Entity Recognition. | Wenjie Xu, Yidan Chen, Jianquan Ouyang |
| 2024 | IJCNN | MAGC-YOLO:Small Object Detection in Remote Sensing Images based on Multi-scale Attention and Graph Convolution. | Jianquan Ouyang, Lingtao Zeng |
| 2023 | GECCO | A Neural Architecture Search Method using Auxiliary Evaluation Metric based on ResNet Architecture. | Shang Wang, Huanrong Tang, Jianquan Ouyang |
| 2023 | GECCO | A Transformer-based Neural Architecture Search Method. | Shang Wang, Huanrong Tang, Jianquan Ouyang |
| 2023 | ICANN | A Multi-Task Instruction with Chain of Thought Prompting Generative Framework for Few-Shot Named Entity Recognition. | Wenjie Xu, Jianquan Ouyang |
| 2023 | ISCC | FedCrowdSensing: Incentive Mechanism for Crowdsensing Based on Reputation and Federated Learning. | Jianquan Ouyang, Wenke Wang |
| 2023 | SMC | Using Attention and Multi-Scale Unet Approach to Continuous Blood Pressure Prediction. | Jianquan Ouyang, Yihui Tan, Xianjun Tang |
| 2020 | ICANN | A Lightweight Fully Convolutional Neural Network of High Accuracy Surface Defect Detection. | Yajie Li, Yiqiang Chen, Yang Gu, Jianquan Ouyang, Jiwei Wang, Ni Zeng |
| 2020 | SSPR | A Multimodal Fusion Model Based on Hybrid Attention Mechanism for Gesture Recognition. | Yajie Li, Yiqiang Chen, Yang Gu, Jianquan Ouyang |