Lingxiao Huang

Meng Liu

Na Yao

Remote. Sens., October, 2023

NIRvP as a remote sensing proxy for measuring gross primary production across different biomes and climate zones: Performance and limitations.

[BibT_eX]

[DOI]

Int. J. Appl. Earth Obs. Geoinformation, August, 2023

A Hierarchical Destroy and Repair Approach for Solving Very Large-Scale Travelling Salesman Problem.

[BibT_eX]

[DOI]

CoRR, 2023

Coresets for Clustering with General Assignment Constraints.

[BibT_eX]

[DOI]

CoRR, 2023

A Revised Two-Leaf Light Use Efficiency Model for Improving Gross Primary Production Estimation at a Tropical Evergreen Broadleaved Forest Site.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

The Power of Uniform Sampling for k-Median.

[BibT_eX]

[DOI]

Shaofeng H.-C. Jiang

Jianing Lou

Proceedings of the International Conference on Machine Learning, 2023

On Coresets for Clustering in Small Dimensional Euclidean spaces.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Subset Selection Based On Multiple Rankings in the Presence of Bias: Effectiveness of Fairness Constraints for Multiwinner Voting Score Functions.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Revocable Deep Reinforcement Learning with Affinity Regularization for Outlier-Robust Graph Matching.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Near-optimal Coresets for Robust Clustering.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

MuraNet: Multi-task Floor Plan Recognition with Relation Attention.

[BibT_eX]

[DOI]

Proceedings of the Document Analysis and Recognition - ICDAR 2023 Workshops, 2023

2022

Towards Optimal Coreset Construction for (k, z)-Clustering: Breaking the Quadratic Dependency on k.

[BibT_eX]

[DOI]

Xuan Wu

CoRR, 2022

Coresets for Vertical Federated Learning: Regularized Linear Regression and $K$-Means Clustering.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Efficient Submodular Optimization under Noise: Local Search is Robust.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

M-Mix: Generating Hard Negatives via Multi-sample Mixing for Contrastive Learning.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

A Revised MODIS-GPP Algorithm by Incorporating Seasonal Fluctuation of Maximum Light Use Efficiency for Maize and Soybean.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021

CAC: A Clustering Based Framework for Classification.

[BibT_eX]

[DOI]

CoRR, 2021

Coresets for Time Series Clustering.

[BibT_eX]

[DOI]

K. Sudhir

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Coupled Estimation Of daily Gross Primary Production and Evapotranspiration at 84 Global Forest Sites.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Fair Classification with Noisy Protected Attributes: A Framework with Provable Guarantees.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Approximation algorithms for the connected sensor cover problem.

[BibT_eX]

[DOI]

Qicai Shi

Theor. Comput. Sci., 2020

Numerical simulation of three dimensional flow in Yazidang Reservoir based on image processing.

[BibT_eX]

[DOI]

J. Intell. Fuzzy Syst., 2020

Fair Classification with Noisy Protected Attributes.

[BibT_eX]

[DOI]

CoRR, 2020

Coresets for clustering in Euclidean spaces: importance sampling is nearly optimal.

[BibT_eX]

[DOI]

Proceedings of the 52nd Annual ACM SIGACT Symposium on Theory of Computing, 2020

Coresets for Regressions with Panel Data.

[BibT_eX]

[DOI]

K. Sudhir

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Coresets for Clustering in Graphs of Bounded Treewidth.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Towards Just, Fair and Interpretable Methods for Judicial Subset Selection.

[BibT_eX]

[DOI]

Julia Wei

Proceedings of the AIES '20: AAAI/ACM Conference on AI, 2020

2019

Approach to terrain pretreatment for the Yazidang reservoir based on image processing.

[BibT_eX]

[DOI]

Int. J. Inf. Commun. Technol., 2019

Coresets for Clustering in Graphs of Bounded Treewidth.

[BibT_eX]

[DOI]

CoRR, 2019

Coresets for Clustering with Fairness Constraints.

[BibT_eX]

[DOI]

Shaofeng H.-C. Jiang

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Stable and Fair Classification.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

Classification with Fairness Constraints: A Meta-Algorithm with Provable Guarantees.

[BibT_eX]

[DOI]

Proceedings of the Conference on Fairness, Accountability, and Transparency, 2019

2018

ε-Coresets for Clustering (with Outliers) in Doubling Metrics.

[BibT_eX]

[DOI]

CoRR, 2018

SVM via Saddle Point Optimization: New Bounds and Distributed Algorithms.

[BibT_eX]

[DOI]

Yifei Jin

Proceedings of the 16th Scandinavian Symposium and Workshops on Algorithm Theory, 2018

Multiwinner Voting with Fairness Constraints.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Epsilon-Coresets for Clustering (with Outliers) in Doubling Metrics.

[BibT_eX]

[DOI]

Proceedings of the 59th IEEE Annual Symposium on Foundations of Computer Science, 2018

2017

Group Fairness in Multiwinner Voting.

[BibT_eX]

[DOI]

CoRR, 2017

Improved Algorithms For Structured Sparse Recovery.

[BibT_eX]

[DOI]

CoRR, 2017

Capacitated Center Problems with Two-Sided Bounds and Outliers.

[BibT_eX]

[DOI]

Proceedings of the Algorithms and Data Structures - 15th International Symposium, 2017

Stochastic k-Center and j-Flat-Center Problems.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth Annual ACM-SIAM Symposium on Discrete Algorithms, 2017

2016

Stochastic k-Center and j-Flat-Center Problems.

[BibT_eX]

[DOI]

CoRR, 2016

Canonical Paths for MCMC: from Art to Science.

[BibT_eX]

[DOI]

Pinyan Lu

Chihao Zhang

Proceedings of the Twenty-Seventh Annual ACM-SIAM Symposium on Discrete Algorithms, 2016

K-Means Clustering with Distributed Dimensions.

[BibT_eX]

[DOI]

Proceedings of the 33nd International Conference on Machine Learning, 2016

epsilon-Kernel Coresets for Stochastic Points.

[BibT_eX]

[DOI]

Proceedings of the 24th Annual European Symposium on Algorithms, 2016

2015

Approximating the Expected Values for Combinatorial Optimization Problems over Stochastic Points.

[BibT_eX]

[DOI]

Proceedings of the Automata, Languages, and Programming - 42nd International Colloquium, 2015

Vague color image enhancement on fractional differential and improved retinex.

[BibT_eX]

[DOI]

Proceedings of the Color Imaging XX: Displaying, 2015

2014

The multi-shop ski rental problem.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer Systems, 2014

Egalitarian pairwise kidney exchange: fast algorithms vialinear programming and parametric flow.

[BibT_eX]

[DOI]

Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

2012

Minimum Spanning Trees, Perfect Matchings and Cycle Covers Over Stochastic Points in Metric Spaces

[BibT_eX]

[DOI]