Published in 42nd International Conference on Machine Learning (ICML), 2025
A topologically interpretable GNN with a novel topological discrepancy loss is proved to be uniquely optimized by ground truth.
Published in The Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS 2024), 2024
Optimizing classifier predictions in networked learning for maximum accuracy using efficient algorithms..
Published in 41st International Conference on Machine Learning (ICML), 2024
Optimizing classifier predictions in networked learning for maximum accuracy using efficient algorithms..
Published in 41st Computer Vision and Pattern Recognition Conference (CVPR), 2024
Present a 10K real-world scene benchmark dataset for 3D vision.
Published in Journal of Applied and Computational Topology (JACT), 2022
Generalize the persistence algorithm to compute decompositions of multi-parameter persistence modules.
Published in 34th International Symposium on Computational Geometry (SoCG), 2018
Present an efficient algorithm to compute the bottleneck distance 2-parameter interval decomposable models.