| 2025 | ICLR | Semantix: An Energy-guided Sampler for Semantic Style Transfer. | Huiang He, Minghui Hu, Chuanxia Zheng, Chaoyue Wang, Tat-Jen Cham |
| 2025 | IJCNN | Discontinuous Parsimony Embedding Empowered Transformer for Shipping Market Forecasting. | Ruobin Gao, Zicheng Wang, Minghui Hu, Maohan Liang, Ponnuthurai Nagaratnam Suganthan |
| 2024 | CVPR | One More Step: A Versatile Plug-and-Play Module for Rectifying Diffusion Schedule Flaws and Enhancing Low-Frequency Controls. | Minghui Hu, Jianbin Zheng, Chuanxia Zheng, Chaoyue Wang, Dacheng Tao, Tat-Jen Cham |
| 2024 | ECCV | Connecting Consistency Distillation to Score Distillation for Text-to-3D Generation. | Zongrui Li, Minghui Hu, Qian Zheng, Xudong Jiang |
| 2024 | IJCNN | Wind Speed Forecasting Using an Ensemble Deep Random Vector Functional Link Neural Network Based on Parsimonious Channel Mixing. | Ruke Cheng, Ruobin Gao, Minghui Hu, Ponnuthurai Nagaratnam Suganthan, Kum Fai Yuen |
| 2024 | IJCNN | Noise Elimination in Deep Random Vector Functional Link Network for Tabular Classification. | Minghui Hu, Ruilin Li, Ruobin Gao, Ponnuthurai N. Suganthan |
| 2023 | ICASSP | Class-Incremental Learning on Multivariate Time Series Via Shape-Aligned Temporal Distillation. | Qiao ZhongZheng, Minghui Hu, Xudong Jiang, Ponnuthurai Nagaratnam Suganthan, Savitha Ramasamy |
| 2023 | ICLR | Unified Discrete Diffusion for Simultaneous Vision-Language Generation. | Minghui Hu, Chuanxia Zheng, Zuopeng Yang, Tat-Jen Cham, Heliang Zheng, Chaoyue Wang, Dacheng Tao, Ponnuthurai N. Suganthan |
| 2023 | ICONIP | Ensemble of Randomized Neural Network and Boosted Trees for Eye-Tracking-Based Driver Situation Awareness Recognition and Interpretation. | Ruilin Li, Minghui Hu, Jian Cui, Lipo Wang, Olga Sourina |
| 2022 | CVPR | Global Context with Discrete Diffusion in Vector Quantised Modelling for Image Generation. | Minghui Hu, Yujie Wang, Tat-Jen Cham, Jianfei Yang, Ponnuthurai N. Suganthan |
| 2022 | IJCNN | Deep Reservoir Computing Based Random Vector Functional Link for Non-sequential Classification. | Minghui Hu, Ruobin Gao, Ponnuthurai N. Suganthan |
| 2020 | ICONIP | Adaptive Ensemble Variants of Random Vector Functional Link Networks. | Minghui Hu, Qiushi Shi, Ponnuthurai N. Suganthan, Muhammad Tanveer |
| 2016 | ISPDC | The Research on User Experience Design of Android System's Control Key. | Minghui Hu, Zhiru Xu, Lili Feng |
| 2003 | SMC | A sequential learning neural network for foreign exchange rate forecasting. | Minghui Hu, P. Saratchandran, Narasimhan Sundararajan |