| 2025 | CVPR | MVPortrait: Text-Guided Motion and Emotion Control for Multi-view Vivid Portrait Animation. | Yukang Lin, Hokit Fung, Jianjin Xu, Zeping Ren, Adela S. M. Lau, Guosheng Yin, Xiu Li |
| 2025 | ECAI | Ensemble Manifold Learning via Model Averaging. | Ruoxu Tan, Guosheng Yin |
| 2025 | ECAI | Effective Sample Size Estimation Based on the Concordance Between p-Value and Posterior Probability of the Null Hypothesis. | Han Wang, Yan Dora Zhang, Guosheng Yin |
| 2025 | ICML | Cross-Modal Alignment via Variational Copula Modelling. | Feng Wu, Tsai Hor Chan, Fuying Wang, Guosheng Yin, Lequan Yu |
| 2025 | KDD | Automatic Radiotherapy Treatment Planning with Deep Functional Reinforcement Learning. | Bin Liu, Yu Liu, Zhiqian Li, Jianghong Xiao, Guosheng Yin, Huazhen Lin |
| 2024 | AAAI | Enhancing Semi-supervised Domain Adaptation via Effective Target Labeling. | Jiujun He, Bin Liu, Guosheng Yin |
| 2024 | ECCV | cDP-MIL: Robust Multiple Instance Learning via Cascaded Dirichlet Process. | Yihang Chen, Tsai Hor Chan, Guosheng Yin, Yuming Jiang, Lequan Yu |
| 2024 | ICDM | Futures Quantitative Investment With Heterogeneous Continual Graph Neural Network. | Zhizhong Tan, Min Hu, Bin Liu, Guosheng Yin |
| 2023 | CVPR | Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning. | Tsai Hor Chan, Fernando Julio Cendra, Lan Ma, Guosheng Yin, Lequan Yu |
| 2023 | IJCAI | Interpret ESG Rating's Impact on the Industrial Chain Using Graph Neural Networks. | Bin Liu, Jiujun He, Ziyuan Li, Xiaoyang Huang, Xiang Zhang, Guosheng Yin |
| 2023 | KDD | 3D-Polishing for Triangular Mesh Compression of Point Cloud Data. | Jiaqi Gu, Guosheng Yin |
| 2021 | ICML | Crystallization Learning with the Delaunay Triangulation. | Jiaqi Gu, Guosheng Yin |
| 2021 | MICCAI | Beyond COVID-19 Diagnosis: Prognosis with Hierarchical Graph Representation Learning. | Chen Liu, Jinze Cui, Dailin Gan, Guosheng Yin |
| 2020 | COLING | Learning distributed sentence vectors with bi-directional 3D convolutions. | Bin Liu, Liang Wang, Guosheng Yin |
| 2020 | SIGIR | Chinese Document Classification with Bi-directional Convolutional Language Model. | Bin Liu, Guosheng Yin |
| 2019 | ICML | Fast Algorithm for Generalized Multinomial Models with Ranking Data. | Jiaqi Gu, Guosheng Yin |
| 2019 | ICML | Fast and Stable Maximum Likelihood Estimation for Incomplete Multinomial Models. | Chenyang Zhang, Guosheng Yin |