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Xinran Liu
Xinran Liu
Ph.D. student, Vanderbilt University
Подтвержден адрес электронной почты в домене vanderbilt.edu
Название
Процитировано
Процитировано
Год
Wasserstein task embedding for measuring task similarities
X Liu, Y Bai, Y Lu, A Soltoggio, S Kolouri
Neural Networks 181, 106796, 2025
302025
A collective AI via lifelong learning and sharing at the edge
A Soltoggio, E Ben-Iwhiwhu, V Braverman, E Eaton, B Epstein, Y Ge, ...
Nature Machine Intelligence 6 (3), 251-264, 2024
212024
Teaching networks to solve optimization problems
X Liu, Y Lu, A Abbasi, M Li, J Mohammadi, S Kolouri
IEEE Access 12, 17102-17113, 2024
122024
Slosh: Set locality sensitive hashing via sliced-wasserstein embeddings
Y Lu, X Liu, A Soltoggio, S Kolouri
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024
112024
Stereographic spherical sliced wasserstein distances
H Tran, Y Bai, A Kothapalli, A Shahbazi, X Liu, RD Martin, S Kolouri
arXiv preprint arXiv:2402.02345, 2024
62024
Sharing lifelong reinforcement learning knowledge via modulating masks
S Nath, C Peridis, E Ben-Iwhiwhu, X Liu, S Dora, C Liu, S Kolouri, ...
Conference on Lifelong Learning Agents, 936-960, 2023
62023
Lcot: Linear circular optimal transport
RD Martin, I Medri, Y Bai, X Liu, K Yan, GK Rohde, S Kolouri
arXiv preprint arXiv:2310.06002, 2023
42023
Ptlp: Partial transport lp distances
X Liu, Y Bai, H Tran, Z Zhu, M Thorpe, S Kolouri
42023
Expected sliced transport plans
X Liu, RD Martín, Y Bai, A Shahbazi, M Thorpe, A Aldroubi, S Kolouri
arXiv preprint arXiv:2410.12176, 2024
32024
LCOT: Linear circular optimal transport
R Diaz Martin, I Medri, Y Bai, X Liu, K Yan, GK Rohde, S Kolouri
arXiv e-prints, arXiv: 2310.06002, 2023
12023
Fused Partial Gromov-Wasserstein for Structured Objects
Y Bai, H Tran, H Du, X Liu, S Kolouri
arXiv preprint arXiv:2502.09934, 2025
2025
ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans
A Shahbazi, E Akbari, D Salehi, X Liu, N Naderializadeh, S Kolouri
arXiv preprint arXiv:2502.07962, 2025
2025
Linear Spherical Sliced Optimal Transport: A Fast Metric for Comparing Spherical Data
X Liu, Y Bai, RD Martín, K Shi, A Shahbazi, BA Landman, C Chang, ...
arXiv preprint arXiv:2411.06055, 2024
2024
Partial Gromov-Wasserstein Metric
Y Bai, RD Martin, A Kothapalli, H Du, X Liu, S Kolouri
arXiv preprint arXiv:2402.03664, 2024
2024
Equivariant vs. Invariant Layers: A Comparison of Backbone and Pooling for Point Cloud Classification
A Kothapalli, A Shahbazi, X Liu, R Sheng, S Kolouri
arXiv preprint arXiv:2306.05553, 2023
2023
Equivariant vs. Invariant Layers: A Comparison of Backbone and Pooling for Point Cloud Classification
A Kothapalli, A Shahbazi, X Liu, R Sheng, S Kolouri
ICML 2024 Workshop on Geometry-grounded Representation Learning and …, 0
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Статьи 1–16