Yin, Guosheng

17 publications

NeurIPS 2025 Amplifying Prominent Representations in Multimodal Learning via Variational Dirichlet Process Tsai Hor Chan, Feng Wu, Yihang Chen, Guosheng Yin, Lequan Yu

JMLR 2025 Causal Effect of Functional Treatment Ruoxu Tan, Wei Huang, Zheng Zhang, Guosheng Yin

ICML 2025 Cross-Modal Alignment via Variational Copula Modelling Feng Wu, Tsai Hor Chan, Fuying Wang, Guosheng Yin, Lequan Yu

JMLR 2025 Hierarchical and Stochastic Crystallization Learning: Geometrically Leveraged Nonparametric Regression with Delaunay Triangulation Jiaqi Gu, Guosheng Yin

CVPR 2025 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

NeurIPS 2025 Variational Pólya Tree Lu Xu, Tsai Hor Chan, Lequan Yu, Kwok Fai Lam, Guosheng Yin

AAAI 2024 Enhancing Semi-Supervised Domain Adaptation via Effective Target Labeling Jiujun He, Bin Liu, Guosheng Yin

ECCV 2024 cDP-MIL: Robust Multiple Instance Learning via Cascaded Dirichlet Process Yihang Chen, Tsai Hor Chan, Guosheng Yin, Yuming Jiang, Lequan Yu

NeurIPS 2023 Adaptive Uncertainty Estimation via High-Dimensional Testing on Latent Representations Tsai Hor Chan, Kin Wai Lau, Jiajun Shen, Guosheng Yin, Lequan Yu

JAIR 2023 Graphmax for Text Generation Bin Liu, Guosheng Yin

CVPR 2023 Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning Tsai Hor Chan, Fernando Julio Cendra, Lan Ma, Guosheng Yin, Lequan Yu

IJCAI 2023 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

ICML 2021 Crystallization Learning with the Delaunay Triangulation Jiaqi Gu, Guosheng Yin

JMLR 2020 Functional Martingale Residual Process for High-Dimensional Cox Regression with Model Averaging Baihua He, Yanyan Liu, Yuanshan Wu, Guosheng Yin, Xingqiu Zhao

ICML 2019 Fast Algorithm for Generalized Multinomial Models with Ranking Data Jiaqi Gu, Guosheng Yin

ICML 2019 Fast and Stable Maximum Likelihood Estimation for Incomplete Multinomial Models Chenyang Zhang, Guosheng Yin

NeurIPS 2018 Bayesian Model Selection Approach to Boundary Detection with Non-Local Priors Fei Jiang, Guosheng Yin, Francesca Dominici