Liu, Huafeng

20 publications

ICML 2025 Learning Robust Neural Processes with Risk-Averse Stochastic Optimization Huafeng Liu, Yiran Fu, Liping Jing, Hui Li, Shuyang Lin, Jingyue Shi, Deqiang Ouyang, Jian Yu

NeurIPS 2025 Learning to Generalize: An Information Perspective on Neural Processes Hui Li, Huafeng Liu, Shuyang Lin, Jingyue Shi, Yiran Fu, Liping Jing

CVPR 2025 UNIALIGN: Scaling Multimodal Alignment Within One Unified Model Bo Zhou, Liulei Li, Yujia Wang, Huafeng Liu, Yazhou Yao, Wenguan Wang

NeurIPS 2024 FashionR2R: Texture-Preserving Rendered-to-Real Image Translation with Diffusion Models Rui Hu, Qian He, Gaofeng He, Jiedong Zhuang, Huang Chen, Huafeng Liu, Huamin Wang

NeurIPS 2024 On the Identifiability of Hybrid Deep Generative Models: Meta-Learning as a Solution Yubo Ye, Maryam Toloubidokhti, Sumeet Vadhavkar, Xiajun Jiang, Huafeng Liu, Linwei Wang

CVPR 2024 VideoMAC: Video Masked Autoencoders Meet ConvNets Gensheng Pei, Tao Chen, Xiruo Jiang, Huafeng Liu, Zeren Sun, Yazhou Yao

NeurIPS 2023 Neural Processes with Stability Huafeng Liu, Liping Jing, Jian Yu

NeurIPS 2022 Amortized Mixing Coupling Processes for Clustering Huafeng Liu, Liping Jing

AAAI 2022 Deep Amortized Relational Model with Group-Wise Hierarchical Generative Process Huafeng Liu, Tong Zhou, Jiaqi Wang

CVPR 2021 Cluster-Wise Hierarchical Generative Model for Deep Amortized Clustering Huafeng Liu, Jiaqi Wang, Liping Jing

JMLR 2021 Interpretable Deep Generative Recommendation Models Huafeng Liu, Liping Jing, Jingxuan Wen, Pengyu Xu, Jiaqi Wang, Jian Yu, Michael K. Ng

ICCV 2021 Interpretable Image Recognition by Constructing Transparent Embedding Space Jiaqi Wang, Huafeng Liu, Xinyue Wang, Liping Jing

AAAI 2020 Web-Supervised Network with Softly Update-Drop Training for Fine-Grained Visual Classification Chuanyi Zhang, Yazhou Yao, Huafeng Liu, Guo-Sen Xie, Xiangbo Shu, Tianfei Zhou, Zheng Zhang, Fumin Shen, Zhenmin Tang

CVPR 2009 Noninvasive Volumetric Imaging of Cardiac Electrophysiology Linwei Wang, Heye Zhang, Ken C. L. Wong, Huafeng Liu, Pengcheng Shi

CVPRW 2008 Neighbor-Constrained Active Contours Without Edges Hongda Mao, Huafeng Liu, Pengcheng Shi

CVPR 2006 Neighborhood Aided Implicit Active Contours Huafeng Liu, Yunmei Chen, Wufan Chen, Pengcheng Shi

CVPR 2005 Level Set Active Contours on Unstructured Point Cloud Hon Pong Ho, Yunmei Chen, Huafeng Liu, Pengcheng Shi

ECCV 2004 Robust Identification of Object Elasticity Huafeng Liu, Pengcheng Shi

ICCV 2003 Meshfree Particle Method Huafeng Liu, Pengcheng Shi

CVPR 2003 Simultaneous Estimation of Left Ventricular Motion and Material Properties with Maximum a Posteriori Strategy Huafeng Liu, Pengcheng Shi