Jiawei Huang

14 papers A* 3A 2Journal 8Unranked 1
YearRankTypeTitle / Venue / Authors
2025 A* conf
An Effective Manifold-based Optimization Method for Distributionally Robust Classification.
ICLR
Jiawei Huang, Hu Ding
2025 J jnl
Bi-criteria sublinear time algorithms for clustering with outliers in high dimensions.
Theor. Comput. Sci.
Jiawei Huang, Wenjie Liu, Hu Ding
2024 — conf
Bi-criteria Sublinear Time Algorithms for Clustering with Outliers in High Dimensions.
COCOON (1)
Jiawei Huang, Wenjie Liu, Hu Ding
2024 A conf
On Robust Wasserstein Barycenter: The Model and Algorithm.
SDM
Xu Wang, Jiawei Huang, Qingyuan Yang, Jinpeng Zhang
2023 J jnl
On Robust Wasserstein Barycenter: The Model and Algorithm.
CoRR
Xu Wang, Jiawei Huang, Qingyuan Yang, Jinpeng Zhang
2022 A* conf
Coresets for Wasserstein Distributionally Robust Optimization Problems.
NeurIPS
Ruomin Huang, Jiawei Huang, Wenjie Liu, Hu Ding
2022 J jnl
Coresets for Wasserstein Distributionally Robust Optimization Problems.
CoRR
Ruomin Huang, Jiawei Huang, Wenjie Liu, Hu Ding
2022 J jnl
Random Projection and Recovery for High Dimensional Optimization with Arbitrary Outliers.
Int. J. Comput. Geom. Appl.
Jiawei Huang, Ruizhe Qin, Fan Yang, Hu Ding
2021 A* conf
A Novel Sequential Coreset Method for Gradient Descent Algorithms.
ICML
Jiawei Huang, Ruomin Huang, Wenjie Liu, Nikolaos M. Freris, Hu Ding
2021 J jnl
A Novel Sequential Coreset Method for Gradient Descent Algorithms.
CoRR
Jiawei Huang, Ruomin Huang, Wenjie Liu, Nikolaos M. Freris, Hu Ding
2021 A conf
Defending SVMs against poisoning attacks: the hardness and DBSCAN approach.
UAI
Hu Ding, Fan Yang, Jiawei Huang
2021 J jnl
Is Simple Uniform Sampling Efficient for Center-Based Clustering With Outliers: When and Why?
CoRR
Hu Ding, Jiawei Huang
2020 J jnl
Defending Support Vector Machines against Poisoning Attacks: the Hardness and Algorithm.
CoRR
Hu Ding, Fan Yang, Jiawei Huang
2020 J jnl
The Effectiveness of Johnson-Lindenstrauss Transform for High Dimensional Optimization with Outliers.
CoRR
Hu Ding, Ruizhe Qin, Jiawei Huang