| 2025 | MICCAI | Foundation-Model-Boosted Multimodal Learning for fMRI-Based Neuropathic Pain Drug Response Prediction. | Wenrui Fan, L. M. Riza Rizky, Jiayang Zhang, Chen Chen, Haiping Lu, Kevin Teh, Dinesh Selvarajah, Shuo Zhou |
| 2024 | IJCNN | SkelEx and BoundEx - Geometrical Framework for Interpretable ReLU Neural Networks. | Pawel Pukowski, Joachim Spoerhase, Haiping Lu |
| 2024 | MICCAI | Multimodal Variational Autoencoder for Low-Cost Cardiac Hemodynamics Instability Detection. | Mohammod Naimul Islam Suvon, Prasun Chandra Tripathi, Wenrui Fan, Shuo Zhou, Xianyuan Liu, Samer Alabed, Venet Osmani, Andrew J. Swift, Chen Chen, Haiping Lu |
| 2023 | MICCAI | Bayesian Uncertainty Estimation in Landmark Localization Using Convolutional Gaussian Processes. | Lawrence Schobs, Thomas M. McDonald, Haiping Lu |
| 2023 | MICCAI | Tensor-Based Multimodal Learning for Prediction of Pulmonary Arterial Wedge Pressure from Cardiac MRI. | Prasun Chandra Tripathi, Md. Naimul Islam Suvon, Lawrence Schobs, Shuo Zhou, Samer Alabed, Andrew J. Swift, Haiping Lu |
| 2022 | CIKM | PyKale: Knowledge-Aware Machine Learning from Multiple Sources in Python. | Haiping Lu, Xianyuan Liu, Shuo Zhou, Robert Turner, Peizhen Bai, Raivo E. Koot, Mustafa Chasmai, Lawrence Schobs, Hao Xu |
| 2022 | WSDM | A GNN-based Multi-task Learning Framework for Personalized Video Search. | Li Zhang, Lei Shi, Jiashu Zhao, Juan Yang, Tianshu Lyu, Dawei Yin, Haiping Lu |
| 2020 | AAAI | Side Information Dependence as a Regularizer for Analyzing Human Brain Conditions across Cognitive Experiments. | Shuo Zhou, Wenwen Li, Christopher R. Cox, Haiping Lu |
| 2020 | CIKM | A Feature-Importance-Aware and Robust Aggregator for GCN. | Li Zhang, Haiping Lu |
| 2020 | MICCAI | Geodesically Smoothed Tensor Features for Pulmonary Hypertension Prognosis Using the Heart and Surrounding Tissues. | Johanna Uthoff, Samer Alabed, Andrew J. Swift, Haiping Lu |
| 2019 | MICCAI | Sturm: Sparse Tubal-Regularized Multilinear Regression for fMRI. | Wenwen Li, Jian Lou, Shuo Zhou, Haiping Lu |
| 2019 | MICCAI | Improving Whole-Brain Neural Decoding of fMRI with Domain Adaptation. | Shuo Zhou, Christopher R. Cox, Haiping Lu |
| 2017 | AAAI | Multilinear Regression for Embedded Feature Selection with Application to fMRI Analysis. | Xiaonan Song, Haiping Lu |
| 2017 | AAAI | Bilinear Probabilistic Canonical Correlation Analysis via Hybrid Concatenations. | Yang Zhou, Haiping Lu, Yiu-ming Cheung |
| 2017 | CIKM | Tensor Rank Estimation and Completion via CP-based Nuclear Norm. | Qiquan Shi, Haiping Lu, Yiu-ming Cheung |
| 2016 | ACML | Proper Inner Product with Mean Displacement for Gaussian Noise Invariant ICA. | Liyan Song, Haiping Lu |
| 2016 | ACML | EcoICA: Skewness-based ICA via Eigenvectors of Cumulant Operator. | Liyan Song, Haiping Lu |
| 2016 | IJCAI | Probabilistic Rank-One Matrix Analysis with Concurrent Regularization. | Yang Zhou, Haiping Lu |
| 2016 | IJCNN | Learning compact binary codes from higher-order tensors via Free-Form Reshaping and Binarized Multilinear PCA. | Haiping Lu, Jianxin Wu, Yu Zhang |
| 2015 | IJCAI | Semi-Orthogonal Multilinear PCA with Relaxed Start. | Qiquan Shi, Haiping Lu |
| 2015 | MICCAI | Learning Tensor-Based Features for Whole-Brain fMRI Classification. | Xiaonan Song, Lingnan Meng, Qiquan Shi, Haiping Lu |
| 2013 | IJCAI | Learning Canonical Correlations of Paired Tensor Sets Via Tensor-to-Vector Projection. | Haiping Lu |
| 2010 | CIKM | Visualization and clustering of crowd video content in MPCA subspace. | Haiping Lu, How-Lung Eng, Myo Thida, Konstantinos N. Plataniotis |
| 2008 | ICML | Uncorrelated multilinear principal component analysis through successive variance maximization. | Haiping Lu, Konstantinos N. Plataniotis, Anastasios N. Venetsanopoulos |
| 2006 | ICPR | Multilinear Principal Component Analysis of Tensor Objects for Recognition. | Haiping Lu, Konstantinos N. Plataniotis, Anastasios N. Venetsanopoulos |
| 2003 | ISCAS | Secure data hiding in binary document images for authentication. | Haiping Lu, Alex C. Kot, Jun Cheng |
| 2002 | ICARCV | Effective and efficient fingerprint image postprocessing. | Haiping Lu, Xudong Jiang, Wei-Yun Yau |
| 2002 | ICPR | An Objective Distortion Measure for Binary Document Images Based on Human Visual Perceptio. | Haiping Lu, Jian Wang, Alex C. Kot, Yun Q. Shi |