Hou, Chenping

16 publications

NeurIPS 2025 Continuous Subspace Optimization for Continual Learning Quan Cheng, Yuanyu Wan, Lingyu Wu, Chenping Hou, Lijun Zhang

IJCAI 2025 Fast Second-Order Online Kernel Learning Through Incremental Matrix Sketching and Decomposition Dongxie Wen, Xiao Zhang, Zhewei Wei, Chenping Hou, Shuai Li, Weinan Zhang

MLJ 2025 Gradient-Based Causal Discovery with Latent Variables Haotian Ni, Tian-Zuo Wang, Hong Tao, Xiuqi Huang, Chenping Hou

ICML 2025 Heterogeneous Label Shift: Theory and Algorithm Chao Xu, Xijia Tang, Chenping Hou

CVPR 2025 Label Shift Meets Online Learning: Ensuring Consistent Adaptation with Universal Dynamic Regret Yucong Dai, Shilin Gu, Ruidong Fan, Chao Xu, Chenping Hou

IJCAI 2025 On the Generalization of Feature Incremental Learning Chao Xu, Xijia Tang, Lijun Zhang, Chenping Hou

IJCAI 2025 One-Step Label Shift Adaptation via Robust Weight Estimation Ruidong Fan, Xiao Ouyang, Tingjin Luo, Lijun Zhang, Chenping Hou

AAAI 2025 Semi-Supervised Multi-View Multi-Label Learning with View-Specific Transformer and Enhanced Pseudo-Label Quanjiang Li, Tingjin Luo, Mingdie Jiang, Zhangqi Jiang, Chenping Hou, Feijiang Li

NeurIPS 2025 Theory-Driven Label-Specific Representation for Incomplete Multi-View Multi-Label Learning Quanjiang Li, Tianxiang Xu, Tingjin Luo, Yan Zhong, Yang Li, Yiyun Zhou, Chenping Hou

JMLR 2023 Label Distribution Changing Learning with Sample Space Expanding Chao Xu, Hong Tao, Jing Zhang, Dewen Hu, Chenping Hou

MLJ 2020 Joint Consensus and Diversity for Multi-View Semi-Supervised Classification Wenzhang Zhuge, Chenping Hou, Shaoliang Peng, Dongyun Yi

IJCAI 2019 Simultaneous Representation Learning and Clustering for Incomplete Multi-View Data Wenzhang Zhuge, Chenping Hou, Xinwang Liu, Hong Tao, Dongyun Yi

AAAI 2018 Reliable Multi-View Clustering Hong Tao, Chenping Hou, Xinwang Liu, Tongliang Liu, Dongyun Yi, Jubo Zhu

ACML 2017 Multi-View Clustering with Adaptively Learned Graph Hong Tao, Chenping Hou, Jubo Zhu, Dongyun Yi

AAAI 2016 Discriminative Vanishing Component Analysis Chenping Hou, Feiping Nie, Dacheng Tao

IJCAI 2011 Feature Selection via Joint Embedding Learning and Sparse Regression Chenping Hou, Feiping Nie, Dongyun Yi, Yi Wu