| 2026 | WWW | Unsupervised Multi-Source Causal Feature Selection. | Zijing Wang, Minghui Lu, Minbo Ma, Yanyong Huang |
| 2025 | AAAI | TIME-FS: Joint Learning of Tensorial Incomplete Multi-View Unsupervised Feature Selection and Missing-View Imputation. | Yanyong Huang, Minghui Lu, Wei Huang, Xiuwen Yi, Tianrui Li |
| 2025 | CIKM | Adaptive Context-Infused Performance Evaluator for Iterative Feature Space Optimization. | Yanping Wu, Yanyong Huang, Zijun Yao, Yanjie Fu, Kunpeng Liu, Xiao Luo, Dongjie Wang |
| 2024 | CIKM | Progressive Multimodal Pivot Learning: Towards Semantic Discordance Understanding as Humans. | Junlin Fang, Wenya Wang, Tianze Luo, Yanyong Huang, Fengmao Lv |
| 2024 | IJCAI | Unified View Imputation and Feature Selection Learning for Incomplete Multi-view Data. | Yanyong Huang, Zongxin Shen, Tianrui Li, Fengmao Lv |
| 2024 | KDD | Spatio-Temporal Consistency Enhanced Differential Network for Interpretable Indoor Temperature Prediction. | Dekang Qi, Xiuwen Yi, Chengjie Guo, Yanyong Huang, Junbo Zhang, Tianrui Li, Yu Zheng |
| 2022 | DASFAA | Multi-memory Enhanced Separation Network for Indoor Temperature Prediction. | Zhewen Duan, Xiuwen Yi, Peng Li, Dekang Qi, Yexin Li, Haoran Xu, Yanyong Huang, Junbo Zhang, Yu Zheng |
| 2021 | CVPR | Progressive Modality Reinforcement for Human Multimodal Emotion Recognition From Unaligned Multimodal Sequences. | Fengmao Lv, Xiang Chen, Yanyong Huang, Lixin Duan, Guosheng Lin |
| 2021 | ISKE | A Robust Method for Simultaneous Unsupervised Feature Selection and Clustering. | Naichuan Zhang, Yanyong Huang |
| 2017 | ISKE | Diverse activation functions in deep learning. | Bin Wang, Tianrui Li, Yanyong Huang, Huaishao Luo, Dongming Guo, Shi-Jinn Horng |
| 2015 | ISKE | Dynamic Updating Rough Approximations in Distributed Information Systems. | Yanyong Huang, Tianrui Li, Chuan Luo, Shi-Jinn Horng |