| 2025 | AAAI | Multi-View Unsupervised Column Subset Selection via Combinatorial Search (Student Abstract). | Guihong Wan, Ninghui Hao, Crystal Maung, Haim Schweitzer, Chen Zhao, Kun-Hsing Yu, Yevgeniy R. Semenov |
| 2025 | IJCAI | FADE: Towards Fairness-aware Data Generation for Domain Generalization via Classifier-Guided Score-based Diffusion Models. | Yujie Lin, Dong Li, Minglai Shao, Guihong Wan, Chen Zhao |
| 2024 | AAAI | Graph Clustering Methods Derived from Column Subset Selection (Student Abstract). | Wei Mao, Guihong Wan, Haim Schweitzer |
| 2024 | AAAI | Equivalence between Graph Spectral Clustering and Column Subset Selection (Student Abstract). | Guihong Wan, Wei Mao, Yevgeniy R. Semenov, Haim Schweitzer |
| 2024 | AAAI | Pass-Efficient Algorithms for Graph Spectral Clustering (Student Abstract). | Boshen Yan, Guihong Wan, Haim Schweitzer, Zoltan Maliga, Sara Khattab, Kun-Hsing Yu, Peter K. Sorger, Yevgeniy R. Semenov |
| 2023 | AAAI | Electrophysiological Brain Source Imaging via Combinatorial Search with Provable Optimality. | Guihong Wan, Meng Jiao, Xinglong Ju, Yu Zhang, Haim Schweitzer, Feng Liu |
| 2022 | MICCAI | Extended Electrophysiological Source Imaging with Spatial Graph Filters. | Feng Liu, Guihong Wan, Yevgeniy R. Semenov, Patrick L. Purdon |
| 2021 | AAAI | Accelerated Combinatorial Search for Outlier Detection with Provable Bound on Sub-Optimality. | Guihong Wan, Haim Schweitzer |
| 2021 | AAAI | A New Robust Subspace Recovery Algorithm (Student Abstract). | Guihong Wan, Haim Schweitzer |
| 2021 | ICDE | Edge Sparsification for Graphs via Meta-Learning. | Guihong Wan, Haim Schweitzer |
| 2021 | ICDM | A Lookahead Algorithm for Robust Subspace Recovery. | Guihong Wan, Haim Schweitzer |
| 2021 | IJCAI | Heuristic Search for Approximating One Matrix in Terms of Another Matrix. | Guihong Wan, Haim Schweitzer |
| 2021 | PAKDD | A Fast Algorithm for Simultaneous Sparse Approximation. | Guihong Wan, Haim Schweitzer |
| 2020 | AAAI | A Bias Trick for Centered Robust Principal Component Analysis (Student Abstract). | Baokun He, Guihong Wan, Haim Schweitzer |
| 2020 | ICDM | Fast Distance Metrics in Low-dimensional Space for Neighbor Search Problems. | Guihong Wan, Crystal Maung, Chenxu Zhang, Haim Schweitzer |
| 2019 | AAAI | Heuristic Search Algorithm for Dimensionality Reduction Optimally Combining Feature Selection and Feature Extraction. | Baokun He, Swair Shah, Crystal Maung, Gordon Arnold, Guihong Wan, Haim Schweitzer |
| 2019 | ICTAI | Improving the Accuracy of Principal Component Analysis by the Maximum Entropy Method. | Guihong Wan, Crystal Maung, Haim Schweitzer |