| 2026 | AAAI | Learning Neural Operators from Partial Observations via Latent Autoregressive Modeling. | Jingren Hou, Hong Wang, Pengyu Xu, Chang Gao, Huafeng Liu, Liping Jing |
| 2026 | AAAI | MetaGameBO: Hierarchical Game-Theoretic Driven Robust Meta-Learning for Bayesian Optimization. | Hui Li, Huafeng Liu, Yiran Fu, Shuyang Lin, Baoxin Zhang, Deqiang Ouyang, Liping Jing, Jian Yu |
| 2025 | CVPR | UNIALIGN: Scaling Multimodal Alignment within One Unified Model. | Bo Zhou, Liulei Li, Yujia Wang, Huafeng Liu, Yazhou Yao, Wenguan Wang |
| 2025 | ICML | 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 |
| 2025 | IJCNN | SDEFormer: Neural Stochastic Differential Equations for Continuous-Time Transformers in Irregular Time Series Modeling. | Chong Wang, Huafeng Liu, Liping Jing |
| 2025 | KDD | Learning OOD Robust Neural Operator with Risk-Averse Stochastic Optimization. | Huafeng Liu, Yiran Fu, Jingyue Shi, Liping Jing, Jian Yu |
| 2025 | MICCAI | IMREPET: Implicit Neural Representation for Unsupervised Dynamic PET Reconstruction. | Kailong Fan, Yubo Ye, Huafeng Liu, Linwei Wang |
| 2025 | MICCAI | PD-INR: Prior-Driven Implicit Neural Representations for TOF-PET Reconstruction. | Yuxuan Long, Yulin Zhang, Hong Wang, Xiaodong Kuang, Hailiang Huang, Fan Rao, Huafeng Liu, Yefeng Zheng, Wentao Zhu |
| 2024 | CVPR | VideoMAC: Video Masked Autoencoders Meet ConvNets. | Gensheng Pei, Tao Chen, Xiruo Jiang, Huafeng Liu, Zeren Sun, Yazhou Yao |
| 2024 | DSAA | SMP-Track: SAM in Multi-Pedestrian Tracking. | Shiyin Wang, Huafeng Liu, Qiong Wang, Yichao Zhou, Yazhou Yao |
| 2023 | ACL | Improving Embedding-based Unsupervised Keyphrase Extraction by Incorporating Structural Information. | Mingyang Song, Huafeng Liu, Yi Feng, Liping Jing |
| 2023 | CIKM | Improving Diversity in Unsupervised Keyphrase Extraction with Determinantal Point Process. | Mingyang Song, Huafeng Liu, Liping Jing |
| 2023 | CIKM | Modeling Preference as Weighted Distribution over Functions for User Cold-start Recommendation. | Jingxuan Wen, Huafeng Liu, Liping Jing |
| 2023 | EMNLP | HyperRank: Hyperbolic Ranking Model for Unsupervised Keyphrase Extraction. | Mingyang Song, Huafeng Liu, Liping Jing |
| 2023 | EMNLP | Mitigating Over-Generation for Unsupervised Keyphrase Extraction with Heterogeneous Centrality Detection. | Mingyang Song, Pengyu Xu, Yi Feng, Huafeng Liu, Liping Jing |
| 2023 | ICIG | Dictionary Matching Based 2D Thin Slice Generalized Slice-dithered Enhanced Resolution (gSlider) Variable Flip Angle T | Yuting Chen, Huafeng Liu, Huihui Ye |
| 2023 | ICIG | Pixel-Correlation-Based Scar Screening in Hypertrophic Myocardium. | Bin Lu, Cailing Pu, Chengjin Yu, Yuanting Yan, Hongjie Hu, Huafeng Liu |
| 2023 | ICIP | LMPDNET: TOF-PET List-Mode Image Reconstruction Using Model-Based Deep Learning Method. | Chenxu Li, Jingwan Fang, Rui Hu, Jianan Cui, Huafeng Liu |
| 2023 | MICCAI | DULDA: Dual-Domain Unsupervised Learned Descent Algorithm for PET Image Reconstruction. | Rui Hu, Yunmei Chen, Kyung Sang Kim, Marcio Aloisio Bezerra Cavalcanti Rockenbach, Quanzheng Li, Huafeng Liu |
| 2023 | MICCAI | Forward-Solution Aided Deep-Learning Framework for Patient-Specific Noninvasive Cardiac Ectopic Pacing Localization. | Yashi Li, Huihui Ye, Huafeng Liu |
| 2023 | MICCAI | A Spatial-Temporally Adaptive PINN Framework for 3D Bi-Ventricular Electrophysiological Simulations and Parameter Inference. | Yubo Ye, Huafeng Liu, Xiajun Jiang, Maryam Toloubidokhti, Linwei Wang |
| 2022 | AAAI | Deep Amortized Relational Model with Group-Wise Hierarchical Generative Process. | Huafeng Liu, Tong Zhou, Jiaqi Wang |
| 2022 | MICCAI | PET Denoising and Uncertainty Estimation Based on NVAE Model Using Quantile Regression Loss. | Jianan Cui, Yutong Xie, Anand A. Joshi, Kuang Gong, Kyung Sang Kim, Young-Don Son, Jong Hoon Kim, Richard M. Leahy, Huafeng Liu, Quanzheng Li |
| 2022 | MICCAI | Physiological Model Based Deep Learning Framework for Cardiac TMP Recovery. | Xufeng Huang, Chengjin Yu, Huafeng Liu |
| 2022 | MICCAI | TransEM: Residual Swin-Transformer Based Regularized PET Image Reconstruction. | Rui Hu, Huafeng Liu |
| 2021 | CVPR | Cluster-Wise Hierarchical Generative Model for Deep Amortized Clustering. | Huafeng Liu, Jiaqi Wang, Liping Jing |
| 2021 | ICCV | Interpretable Image Recognition by Constructing Transparent Embedding Space. | Jiaqi Wang, Huafeng Liu, Xinyue Wang, Liping Jing |
| 2021 | ICIG | Corona Virus Disease (COVID-19) Detection in CT Images Using Synergic Deep Learning. | Yiwei Gao, Hongjie Hu, Huafeng Liu |
| 2021 | ICIG | EMISTA-Based Quantitative PET Reconstruction. | Linlin Zhao, Huafeng Liu |
| 2021 | MICCAI | Cardiac Transmembrane Potential Imaging with GCN Based Iterative Soft Threshold Network. | Lide Mu, Huafeng Liu |
| 2020 | AAAI | 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 |
| 2020 | KSEM | Deep Generative Recommendation with Maximizing Reciprocal Rank. | Xiaoyi Sun, Huafeng Liu, Liping Jing, Jian Yu |
| 2020 | MICCAI | Super Resolution of Arterial Spin Labeling MR Imaging Using Unsupervised Multi-scale Generative Adversarial Network. | Jianan Cui, Kuang Gong, Paul Han, Huafeng Liu, Quanzheng Li |
| 2020 | MICCAI | Rethinking PET Image Reconstruction: Ultra-Low-Dose, Sinogram and Deep Learning. | Qiupeng Feng, Huafeng Liu |
| 2020 | MICCAI | Clinically Translatable Direct Patlak Reconstruction from Dynamic PET with Motion Correction Using Convolutional Neural Network. | Nuobei Xie, Kuang Gong, Ning Guo, ZhiXing Qin, Jianan Cui, Zhifang Wu, Huafeng Liu, Quanzheng Li |
| 2020 | WWW | Deep Global and Local Generative Model for Recommendation. | Huafeng Liu, Liping Jing, Jingxuan Wen, Zhicheng Wu, Xiaoyi Sun, Jiaqi Wang, Lin Xiao, Jian Yu |
| 2019 | CIKM | In2Rec: Influence-based Interpretable Recommendation. | Huafeng Liu, Jingxuan Wen, Liping Jing, Jian Yu, Xiangliang Zhang, Min Zhang |
| 2019 | ICIG | Noninvasive Epicardial and Endocardial Extracellular Potentials Imaging with Low-Rank and Non-local Total Variation Regularization. | Lide Mu, Huafeng Liu |
| 2019 | MICCAI | Deep Learning Based Framework for Direct Reconstruction of PET Images. | Zhiyuan Liu, Huai Chen, Huafeng Liu |
| 2019 | MICCAI | Recurrent Aggregation Learning for Multi-view Echocardiographic Sequences Segmentation. | Ming Li, Weiwei Zhang, Guang Yang, Chengjia Wang, Heye Zhang, Huafeng Liu, Wei Zheng, Shuo Li |
| 2019 | MICCAI | Single-Scan Dual-Tracer Separation Network Based on Pre-trained GRU. | Junyi Tong, Yunmei Chen, Huafeng Liu |
| 2019 | RecSys | Deep generative ranking for personalized recommendation. | Huafeng Liu, Jingxuan Wen, Liping Jing, Jian Yu |
| 2018 | BMVC | Holistic and Deep Feature Pyramids for Saliency Detection. | Shizhong Dong, Zhifan Gao, Shanhui Sun, Xin Wang, Ming Li, Heye Zhang, Guang Yang, Huafeng Liu, Shuo Li |
| 2018 | ICPR | Nonlocal Low-Rank and Total Variation Constrained PET Image Reconstruction. | Nuobei Xie, Yunmei Chen, Huafeng Liu |
| 2017 | RecSys | Additive Co-Clustering with Social Influence for Recommendation. | Xixi Du, Huafeng Liu, Liping Jing |
| 2016 | SC | An Efficient Parallel Trust-Based Recommendation Method on Multicores. | Huafeng Liu, Liping Jing, MiaoMiao Cheng |
| 2014 | VTC | Evaluation of Cramer-Rao Bounds for Phase Estimation of Coded Linearly Modulated Signals. | Nan Wu, Hua Wang, Hongjie Zhao, Huafeng Liu, Jingming Kuang |
| 2013 | MICCAI | Reinforcement Learning Based Model Selection and Parameter Estimation for Pharmacokinetic Analysis in Drug Selection. | Fei Gao, Jingjia Xu, Huafeng Liu, Pengcheng Shi |
| 2012 | MICCAI | Patient-Adaptive Lesion Metabolism Analysis by Dynamic PET Images. | Fei Gao, Huafeng Liu, Pengcheng Shi |
| 2011 | ICIP | Elastographic image reconstruction: A stochastic state space approach. | Jun Wang, Heye Zhang, Minhua Lu, Huafeng Liu, Zhenghui Hu |
| 2011 | ICIP | Pet image reconstruction: GPU-accelerated particle filter framework. | Fengchao Yu, Huafeng Liu, Pengcheng Shi |
| 2011 | MICCAI | Robust Estimation of Kinetic Parameters in Dynamic PET Imaging. | Fei Gao, Huafeng Liu, Pengcheng Shi |
| 2011 | MICCAI | Volumetric Modeling Electromechanics of the Heart. | Hongda Mao, Linwei Wang, Ken C. L. Wong, Huafeng Liu, Pengcheng Shi |
| 2011 | MICCAI | Transmural Electrophysiologic and Scar Imaging on Porcine Heart with Chronic Infarction. | Linwei Wang, Fady Dawoud, Ken C. L. Wong, Heye Zhang, Huafeng Liu, Albert C. Lardo, Pengcheng Shi |
| 2011 | MICCAI | A Comparative Study of Physiological Models on Cardiac Deformation Recovery: Effects of Biomechanical Constraints. | Ken C. L. Wong, Linwei Wang, Huafeng Liu, Pengcheng Shi |
| 2010 | ICIP | A convex neighbor-constrained active contour model for image segmentation. | Hongda Mao, Huafeng Liu, Pengcheng Shi |
| 2010 | MICCAI | Efficient Robust Reconstruction of Dynamic PET Activity Maps with Radioisotope Decay Constraints. | Fei Gao, Huafeng Liu, Pengcheng Shi |
| 2010 | MICCAI | How Much Geometrical Detail Do We Need in Cardiac Electrophysiological Imaging? A Generic Heart-Torso Representation for Fast Subject-Specific Customization. | Linwei Wang, Ken C. L. Wong, Heye Zhang, Huafeng Liu, Pengcheng Shi |
| 2010 | MICCAI | A Statistical Physiological-Model-Constrained Framework for Computational Imaging of Subject-Specific Volumetric Cardiac Electrophysiology Using Optical Imaging and MRI Data. | Linwei Wang, Ken C. L. Wong, Heye Zhang, Huafeng Liu, Pengcheng Shi |
| 2009 | CVPR | Noninvasive volumetric imaging of cardiac electrophysiology. | Linwei Wang, Heye Zhang, Ken C. L. Wong, Huafeng Liu, Pengcheng Shi |
| 2009 | MICCAI | Noninvasive Imaging of Electrophysiological Substrates in Post Myocardial Infarction. | Linwei Wang, Heye Zhang, Ken C. L. Wong, Huafeng Liu, Pengcheng Shi |
| 2008 | CVPR | Neighbor-constrained active contours without edges. | Hongda Mao, Huafeng Liu, Pengcheng Shi |
| 2008 | ICNC | Nonlinear Geophysical Inversion Based on ACO with Hybrid Techniques. | Sanyi Yuan, Nan Tian, Ye Chen, Huafeng Liu, Zhipeng Liu |
| 2007 | MICCAI | Integrating Functional and Structural Images for Simultaneous Cardiac Segmentation and Deformation Recovery. | Ken C. L. Wong, Linwei Wang, Heye Zhang, Huafeng Liu, Pengcheng Shi |
| 2006 | CVPR | Neighborhood Aided Implicit Active Contours. | Huafeng Liu, Yunmei Chen, Wufan Chen, Pengcheng Shi |
| 2006 | ICIP | State-Space Reconstruction of Pet Parametric Maps. | Huafeng Liu, Xiaona Jiang, Pengcheng Shi |
| 2006 | MICCAI | Simultaneous Reconstruction of Tissue Attenuation and Radioactivity Maps in SPECT. | Yi Tian, Huafeng Liu, Pengcheng Shi |
| 2006 | MICCAI | Imaging of 3D Cardiac Electrical Activity: A Model-Based Recovery Framework. | Linwei Wang, Heye Zhang, Pengcheng Shi, Huafeng Liu |
| 2006 | MICCAI | Physiome Model Based State-Space Framework for Cardiac Kinematics Recovery. | Ken C. L. Wong, Heye Zhang, Huafeng Liu, Pengcheng Shi |
| 2006 | UIC | Cluster Number Variability Problem in LEACH. | Huafeng Liu, Liang Li, Shiyao Jin |
| 2005 | CVPR | Level Set Active Contours on Unstructured Point Cloud. | Hon Pong Ho, Yunmei Chen, Huafeng Liu, Pengcheng Shi |
| 2005 | ICIP | Uncertainty penalized weighted least squares framework for PET reconstruction under uncertain system models. | Huafeng Liu, Xiaona Jiang, Pengcheng Shi |
| 2005 | MICCAI | Point-Based Geometric Deformable Models for Medical Image Segmentation. | Hon Pong Ho, Yunmei Chen, Huafeng Liu, Pengcheng Shi |
| 2005 | MICCAI | Geodesic Active Contours with Adaptive Neighboring Influence. | Huafeng Liu, Yunmei Chen, Hon Pong Ho, Pengcheng Shi |
| 2004 | CIS | Discontinuity-Preserving Moving Least Squares Method. | Huafeng Liu, Pengcheng Shi |
| 2004 | ECCV | Robust Identification of Object Elasticity. | Huafeng Liu, Pengcheng Shi |
| 2004 | ICIP | Multiframe nonrigid motion analysis with anisotropic spatial constraints: applications to cardiac image analysis *. | Ken C. L. Wong, Huafeng Liu, Albert J. Sinusas, Pengcheng Shi |
| 2004 | MICCAI | Cardiac Motion and Elasticity Characterization with Iterative Sequential H | Huafeng Liu, Pengcheng Shi |
| 2003 | CVPR | Simultaneous Estimation of Left Ventricular Motion and Material Properties with Maximum a Posteriori Strategy. | Huafeng Liu, Pengcheng Shi |
| 2003 | ICASSP | Cardiac motion and material properties analysis using data confidence weighted extended Kalman filter framework. | Huafeng Liu, Lung Ngong Wong, Pengcheng Shi |
| 2003 | ICCV | Meshfree Particle Method. | Huafeng Liu, Pengcheng Shi |
| 2003 | ICIP | H | Edward W. B. Lo, Huafeng Liu, Pengcheng Shi |
| 2002 | MICCAI | Stochastic Finite Element Framework for Cardiac Kinematics Function and Material Property Analysis. | Pengcheng Shi, Huafeng Liu |
| 2002 | WACV | Segmentation of Myocardium Using Velocity Field Constrained Front Propagation. | Alexandra L. N. Wong, Huafeng Liu, Pengcheng Shi |