| 2025 | AAAI | Designing Specialized Two-Dimensional Graph Spectral Filters for Spatial-Temporal Graph Modeling. | Yuxin Chen, Fangru Lin, Jingyi Huo, Hui Yan |
| 2025 | ICASSP | Leveraging Heterophily in Spatial-Temporal Graphs for Multivariate Time-Series Forecasting. | Yuxin Chen, Fangru Lin, Jingyi Huo, Hui Yan |
| 2025 | ICASSP | Community-entropy Based Graph Structure Learning for Topology-imbalance. | Xinyi Wang, Ling Guo, Hui Yan |
| 2025 | ICML | GrokFormer: Graph Fourier Kolmogorov-Arnold Transformers. | GuoguoAi, Guansong Pang, Hezhe Qiao, Yuan Gao, Hui Yan |
| 2025 | IJCNN | Exploiting Spatial-Temporal Joint Information from the Frequency Domain for Multivariate Time Series Forecasting. | Jingyi Huo, Yuan Gao, Yuxin Chen, Fangru Lin, Ziniu Wang, Qian Zhu, Hui Yan |
| 2025 | IJCNN | Receptive Field Aware Contrastive Learning for Multivariate Time Series Classification. | Fangru Lin, Yuan Gao, Yuxin Chen, Jingyi Huo, Hui Yan |
| 2024 | ICASSP | Gmm-Resnext: Combining Generative and Discriminative Models for Speaker Verification. | Hui Yan, Zhenchun Lei, Changhong Liu, Yong Zhou |
| 2024 | ICASSP | Adaptive Order Aggregator and Extractor Graph Neural Network. | Ling Guo, Guoguo Ai, Hui Yan |
| 2024 | ICASSP | GMM-ResNet2: Ensemble of Group Resnet Networks for Synthetic Speech Detection. | Zhenchun Lei, Hui Yan, Changhong Liu, Yong Zhou, Minglei Ma |
| 2023 | DASFAA | MixMBR: Contrastive Learning for Multi-behavior Recommendation. | Zhicheng Qiao, Hui Yan, Lei Han |
| 2023 | ICONIP | Gated Bi-View Graph Structure Learning. | Xinyi Wang, Hui Yan |
| 2023 | SMC | Topology-Aware Debiased Self-Supervised Graph Learning for Recommendation. | Lei Han, Hui Yan, Zhicheng Qiao |
| 2023 | SMC | Spatial-Temporal Hierarchical Graph Convolutional Networks for Traffic Forecasting. | Qingyuan Shao, Hui Yan, Yuxin Chen |
| 2023 | SMC | Time-Graph Adjustive Graph Convolutional Recurrent Network for Traffic Forecasting. | Qingyuan Shao, Hui Yan, Yuxin Chen |
| 2022 | ACCV | A Prototype-Oriented Contrastive Adaption Network for Cross-Domain Facial Expression Recognition. | Chao Wang, Jundi Ding, Hui Yan, Si Shen |
| 2022 | APWEB | Proximity Preserving Graph Convolutional Networks. | Zhenglin Yu, Hui Yan, Ling Guo |
| 2022 | ICANN | Parallel Message Passing in Dual-space on Graphs. | Zhenglin Yu, Hui Yan |
| 2022 | ICTAI | Discriminative Graph Convolutional Networks for Semi-supervised Node Classification. | Guoguo Ai, Hui Yan, Yuxin Chen |
| 2022 | ICTAI | Contrastive Graph Convolutional Networks with Degree-specific Augmentation. | Jiahou Cheng, Hui Yan |
| 2021 | APWEB | Degree-Specific Topology Learning for Graph Convolutional Network. | Jiahou Cheng, Mengqing Luo, Xin Li, Hui Yan |
| 2021 | KSEM | Beyond Laplacian Smoothing for Semi-supervised Community Detection. | Guoguo Ai, Hui Yan, Jian Yang, Xin Li |
| 2019 | FPGA | Constructing Concurrent Data Structures on FPGA with Channels. | Hui Yan, Zhaoshi Li, Leibo Liu, Shouyi Yin, Shaojun Wei |
| 2019 | ICDM | From Joint Feature Selection and Self-Representation Learning to Robust Multi-view Subspace Clustering. | Hui Yan, Siyu Liu, Philip S. Yu |
| 2019 | ICONIP | Mechanisms of Reward-Modulated STDP and Winner-Take-All in Bayesian Spiking Decision-Making Circuit. | Hui Yan, Xinle Liu, Hong Huo, Tao Fang |
| 2018 | ICDCS | PEA: Parallel Evolutionary Algorithm by Separating Convergence and Diversity for Large-Scale Multi-Objective Optimization. | Huangke Chen, Xiaomin Zhu, Witold Pedrycz, Shu Yin, Guohua Wu, Hui Yan |
| 2016 | ICDE | Crawling hidden objects with kNN queries. | Hui Yan, Zhiguo Gong, Nan Zhang, Tao Huang, Hua Zhong, Jun Wei |
| 2016 | ICPR | Robust unsupervised feature selection by nonnegative sparse subspace learning. | Wei Zheng, Hui Yan, Jian Yang, Jingyu Yang |
| 2016 | IECON | A STATCOM compensation scheme for suppressing commutation failure in HVDC. | Qingqing Zheng, Xuan Wang, Yongsheng Fu, Hui Yan, Zhujian Ou, Guangzhu Wang, Yubin Wang |
| 2014 | CEC | A new penalty function method for constrained optimization using harmony search algorithm. | Biao Zhang, Jun-Hua Duan, Hong-yan Sang, Junqing Li, Hui Yan |
| 2014 | ICPR | Sparse Representation Preserving for Unsupervised Feature Selection. | Hui Yan, Zhong Jin, Jian Yang |
| 2012 | HPCC | Multi-level Project Driven Computer Applied Talents Training. | Minghui Wu, Hui Yan, Beijia Zheng |
| 2010 | ICNC | Outlier data forecasting of power load based on neural PSO. | Guanyu Pan, Hui Yan, Quansheng Dou, Haijun Li |
| 2009 | ICIP | Discriminant feature extraction based on center distance. | Hui Yan, Wankou Yang, Jian Yang, Jingyu Yang |
| 2008 | CSCWD | QoS and situation aware ontology framework for dynamic web servicescomposition. | Minghui Wu, Canghong Jin, Chunyan Yu, Hui Yan, Jing Ying |
| 2008 | ICPR | Face recognition using Complete Fuzzy LDA. | Wankou Yang, Hui Yan, Jianguo Wang, Jingyu Yang |
| 2007 | ICPADS | Embedded education for Computer Rank Examination. | Tianzhou Chen, Weihua Hu, Qingsong Shi, Hui Yan |
| 2006 | SMC | A Metamodel Approach to Software Process Modeling Based on UML Extension. | Minghui Wu, Gang Li, Jing Ying, Hui Yan |
| 2000 | Interspeech | The signal reconstruction of speech by KPCA. | Hui Yan, Xuegong Zhang, Yanda Li, Liqin Shen, Weibin Zhu |