Lingxiao Huang

88 papers A* 27A 2B 1C 5Misc 1Journal 47Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Delegation and Verification Under AI. CoRR Lingxiao Huang, Wenyang Xiao, Nisheeth K. Vishnoi
2026	J	`jnl`	The Geometry of Learning Under AI Delegation. CoRR Lingxiao Huang, Nisheeth K. Vishnoi
2025	A*	`conf`	A Mathematical Framework for AI-Human Integration in Work. ICML L. Elisa Celis, Lingxiao Huang, Nisheeth K. Vishnoi
2025	J	`jnl`	A Mathematical Framework for AI-Human Integration in Work. CoRR L. Elisa Celis, Lingxiao Huang, Nisheeth K. Vishnoi
2025	J	`jnl`	Coreset for Robust Geometric Median: Eliminating Size Dependency on Outliers. CoRR Ziyi Fang, Lingxiao Huang, Runkai Yang
2025	J	`jnl`	Coresets for Clustering Under Stochastic Noise. CoRR Lingxiao Huang, Zhize Li, Nisheeth K. Vishnoi, Runkai Yang, Haoyu Zhao
2025	A*	`conf`	Coresets for Constrained Clustering: General Assignment Constraints and Improved Size Bounds. SODA Lingxiao Huang, Jian Li, Pinyan Lu, Xuan Wu
2025	A*	`conf`	Improved Approximation Algorithms for k-Submodular Maximization via Multilinear Extension. ICLR Huanjian Zhou, Lingxiao Huang, Baoxiang Wang
2025	J	`jnl`	Monitoring paddy rice cultivation adjustments in Northeast China through time series remote sensing and deep learning. Int. J. Appl. Earth Obs. Geoinformation Shihao Wang, Chong Huang, Lingxiao Huang, Xinliang Xu, Huading Shi, Qingbao Gu, Qiang Xue, Shiai Liu, Chenchen Zhang
2025	A*	`conf`	Near-Optimal Dimension Reduction for Facility Location. STOC Lingxiao Huang, Shaofeng H.-C. Jiang, Robert Krauthgamer, Di Yue
2025	J	`jnl`	On Tight Robust Coresets for CoRR Lingxiao Huang, Zhenyu Jiang, Yi Li, Xuan Wu
2025	J	`jnl`	Space Complexity of Euclidean Clustering. IEEE Trans. Inf. Theory Xiaoyi Zhu, Yuxiang Tian, Lingxiao Huang, Zengfeng Huang
2025	J	`jnl`	Strategic Costs of Perceived Bias in Fair Selection. CoRR L. Elisa Celis, Lingxiao Huang, Milind A. Sohoni, Nisheeth K. Vishnoi
2025	J	`jnl`	The Role of Diversity in In-Context Learning for Large Language Models. CoRR Wenyang Xiao, Haoyu Zhao, Lingxiao Huang
2024	J	`jnl`	A Data-Driven Method for Direct Estimation of Global 8-Day 500-m Ecosystem Water Use Efficiency. IEEE Trans. Geosci. Remote. Sens. Lingxiao Huang, Yifei Sun, Na Yao, Meng Liu
2024	J	`jnl`	A Unified Framework of Multi-Stage Multi-Winner Voting: An Axiomatic Exploration. CoRR Shengjie Gong, Lingxiao Huang, Shuangping Huang, Yuyi Wang, Zhiqi Wang, Tao Xiao, Xiang Yan, Chunxue Yang
2024	C	`conf`	Direct Estimation of Ecosystem Water Use Efficiency Using the Random Forest Machine Learning Model. IGARSS Yifei Sun, Lingxiao Huang, Junrui Wang, Meng Liu, Suchuang Di, Simin Yang, Hang Zhang, Cen Zhang, Ronglin Tang
2024	J	`jnl`	Near-Optimal Dimension Reduction for Facility Location. CoRR Lingxiao Huang, Shaofeng H.-C. Jiang, Robert Krauthgamer, Di Yue
2024	A*	`conf`	On Optimal Coreset Construction for Euclidean (k, z)-Clustering. STOC Lingxiao Huang, Jian Li, Xuan Wu
2024	A*	`conf`	Space Complexity of Euclidean Clustering. SoCG Xiaoyi Zhu, Yuxiang Tian, Lingxiao Huang, Zengfeng Huang
2024	J	`jnl`	Space Complexity of Euclidean Clustering. CoRR Xiaoyi Zhu, Yuxiang Tian, Lingxiao Huang, Zengfeng Huang
2023	J	`jnl`	A Hierarchical Destroy and Repair Approach for Solving Very Large-Scale Travelling Salesman Problem. CoRR Zhang-Hua Fu, Sipeng Sun, Jintong Ren, Tianshu Yu, Haoyu Zhang, Yuanyuan Liu, Lingxiao Huang, Xiang Yan, Pinyan Lu
2023	C	`conf`	A Revised Two-Leaf Light Use Efficiency Model for Improving Gross Primary Production Estimation at a Tropical Evergreen Broadleaved Forest Site. IGARSS Lingxiao Huang, Meng Liu, Yazhen Jiang, Ronglin Tang
2023	J	`jnl`	Coresets for Clustering with General Assignment Constraints. CoRR Lingxiao Huang, Shaofeng H.-C. Jiang, Jian Li, Xuan Wu
2023	J	`jnl`	Evaluation of Ecosystem Water Use Efficiency Based on Coupled and Uncoupled Remote Sensing Products for Maize and Soybean. Remote. Sens. Lingxiao Huang, Meng Liu, Na Yao
2023	—	`conf`	MuraNet: Multi-task Floor Plan Recognition with Relation Attention. ICDAR Workshops (1) Lingxiao Huang, Jung-Hsuan Wu, Chiching Wei, Wilson Li
2023	J	`jnl`	MuraNet: Multi-task Floor Plan Recognition with Relation Attention. CoRR Lingxiao Huang, Jung-Hsuan Wu, Chiching Wei, Wilson Li
2023	A*	`conf`	Near-optimal Coresets for Robust Clustering. ICLR Lingxiao Huang, Shaofeng H.-C. Jiang, Jianing Lou, Xuan Wu
2023	J	`jnl`	On Coresets for Clustering in Small Dimensional Euclidean Spaces. CoRR Lingxiao Huang, Ruiyuan Huang, Zengfeng Huang, Xuan Wu
2023	A*	`conf`	On Coresets for Clustering in Small Dimensional Euclidean spaces. ICML Lingxiao Huang, Ruiyuan Huang, Zengfeng Huang, Xuan Wu
2023	A*	`conf`	Revocable Deep Reinforcement Learning with Affinity Regularization for Outlier-Robust Graph Matching. ICLR Chang Liu, Zetian Jiang, Runzhong Wang, Lingxiao Huang, Pinyan Lu, Junchi Yan
2023	A*	`conf`	Subset Selection Based On Multiple Rankings in the Presence of Bias: Effectiveness of Fairness Constraints for Multiwinner Voting Score Functions. ICML Niclas Boehmer, L. Elisa Celis, Lingxiao Huang, Anay Mehrotra, Nisheeth K. Vishnoi
2023	J	`jnl`	Subset Selection Based On Multiple Rankings in the Presence of Bias: Effectiveness of Fairness Constraints for Multiwinner Voting Score Functions. CoRR Niclas Boehmer, L. Elisa Celis, Lingxiao Huang, Anay Mehrotra, Nisheeth K. Vishnoi
2023	A*	`conf`	The Power of Uniform Sampling for k-Median. ICML Lingxiao Huang, Shaofeng H.-C. Jiang, Jianing Lou
2023	J	`jnl`	The Power of Uniform Sampling for k-Median. CoRR Lingxiao Huang, Shaofeng H.-C. Jiang, Jianing Lou
2022	C	`conf`	A Revised MODIS-GPP Algorithm by Incorporating Seasonal Fluctuation of Maximum Light Use Efficiency for Maize and Soybean. IGARSS Lingxiao Huang, Meng Liu, Yazhen Jiang, Ronglin Tang
2022	A*	`conf`	Coresets for Vertical Federated Learning: Regularized Linear Regression and $K$-Means Clustering. NeurIPS Lingxiao Huang, Zhize Li, Jialin Sun, Haoyu Zhao
2022	J	`jnl`	Coresets for Vertical Federated Learning: Regularized Linear Regression and K-Means Clustering. CoRR Lingxiao Huang, Zhize Li, Jialin Sun, Haoyu Zhao
2022	A*	`conf`	Efficient Submodular Optimization under Noise: Local Search is Robust. NeurIPS Lingxiao Huang, Yuyi Wang, Chunxue Yang, Huanjian Zhou
2022	J	`jnl`	Efficient Submodular Optimization under Noise: Local Search is Robust. CoRR Lingxiao Huang, Yuyi Wang, Chunxue Yang, Huanjian Zhou
2022	A*	`conf`	M-Mix: Generating Hard Negatives via Multi-sample Mixing for Contrastive Learning. KDD Shaofeng Zhang, Meng Liu, Junchi Yan, Hengrui Zhang, Lingxiao Huang, Xiaokang Yang, Pinyan Lu
2022	J	`jnl`	Near-optimal Coresets for Robust Clustering. CoRR Lingxiao Huang, Shaofeng H.-C. Jiang, Jianing Lou, Xuan Wu
2022	J	`jnl`	Towards Optimal Coreset Construction for (k, z)-Clustering: Breaking the Quadratic Dependency on k. CoRR Lingxiao Huang, Jian Li, Xuan Wu
2021	J	`jnl`	CAC: A Clustering Based Framework for Classification. CoRR Shivin Srivastava, Siddharth Bhatia, Lingxiao Huang, Lim Jun Heng, Kenji Kawaguchi, Vaibhav Rajan
2021	A*	`conf`	Coresets for Time Series Clustering. NeurIPS Lingxiao Huang, K. Sudhir, Nisheeth K. Vishnoi
2021	J	`jnl`	Coresets for Time Series Clustering. CoRR Lingxiao Huang, K. Sudhir, Nisheeth K. Vishnoi
2021	C	`conf`	Coupled Estimation Of daily Gross Primary Production and Evapotranspiration at 84 Global Forest Sites. IGARSS Lingxiao Huang, Meng Liu, Yazhen Jiang, Ronglin Tang
2021	A*	`conf`	Fair Classification with Noisy Protected Attributes: A Framework with Provable Guarantees. ICML L. Elisa Celis, Lingxiao Huang, Vijay Keswani, Nisheeth K. Vishnoi
2020	J	`jnl`	Approximation algorithms for the connected sensor cover problem. Theor. Comput. Sci. Lingxiao Huang, Jian Li, Qicai Shi
2020	J	`jnl`	Coresets for Clustering in Euclidean Spaces: Importance Sampling is Nearly Optimal. CoRR Lingxiao Huang, Nisheeth K. Vishnoi
2020	A*	`conf`	Coresets for Clustering in Graphs of Bounded Treewidth. ICML Daniel N. Baker, Vladimir Braverman, Lingxiao Huang, Shaofeng H.-C. Jiang, Robert Krauthgamer, Xuan Wu
2020	A*	`conf`	Coresets for Regressions with Panel Data. NeurIPS Lingxiao Huang, K. Sudhir, Nisheeth K. Vishnoi
2020	J	`jnl`	Coresets for Regressions with Panel Data. CoRR Lingxiao Huang, K. Sudhir, Nisheeth K. Vishnoi
2020	A*	`conf`	Coresets for clustering in Euclidean spaces: importance sampling is nearly optimal. STOC Lingxiao Huang, Nisheeth K. Vishnoi
2020	J	`jnl`	Fair Classification with Noisy Protected Attributes. CoRR L. Elisa Celis, Lingxiao Huang, Nisheeth K. Vishnoi
2020	J	`jnl`	Numerical simulation of three dimensional flow in Yazidang Reservoir based on image processing. J. Intell. Fuzzy Syst. Lingxiao Huang, Qiao Qiao, Lanxiang Zheng, Libo Liu, Wenjuan Zhao, Hefang Jing, Chunguang Li
2020	C	`conf`	Towards Just, Fair and Interpretable Methods for Judicial Subset Selection. AIES Lingxiao Huang, Julia Wei, L. Elisa Celis
2019	J	`jnl`	Approach to terrain pretreatment for the Yazidang reservoir based on image processing. Int. J. Inf. Commun. Technol. Lingxiao Huang, Lanxiang Zheng, Hefang Jing, Xuande Zhang, Chunguang Li
2019	—	`conf`	Classification with Fairness Constraints: A Meta-Algorithm with Provable Guarantees. FAT L. Elisa Celis, Lingxiao Huang, Vijay Keswani, Nisheeth K. Vishnoi
2019	J	`jnl`	Coresets for Clustering in Graphs of Bounded Treewidth. CoRR Vladimir Braverman, Lingxiao Huang, Shaofeng H.-C. Jiang, Robert Krauthgamer, Xuan Wu
2019	A*	`conf`	Coresets for Clustering with Fairness Constraints. NeurIPS Lingxiao Huang, Shaofeng H.-C. Jiang, Nisheeth K. Vishnoi
2019	J	`jnl`	Coresets for Clustering with Fairness Constraints. CoRR Lingxiao Huang, Shaofeng H.-C. Jiang, Nisheeth K. Vishnoi
2019	A*	`conf`	Stable and Fair Classification. ICML Lingxiao Huang, Nisheeth K. Vishnoi
2019	J	`jnl`	Stable and Fair Classification. CoRR Lingxiao Huang, Nisheeth K. Vishnoi
2018	J	`jnl`	Classification with Fairness Constraints: A Meta-Algorithm with Provable Guarantees. CoRR L. Elisa Celis, Lingxiao Huang, Vijay Keswani, Nisheeth K. Vishnoi
2018	A*	`conf`	Epsilon-Coresets for Clustering (with Outliers) in Doubling Metrics. FOCS Lingxiao Huang, Shaofeng H.-C. Jiang, Jian Li, Xuan Wu
2018	A*	`conf`	Multiwinner Voting with Fairness Constraints. IJCAI L. Elisa Celis, Lingxiao Huang, Nisheeth K. Vishnoi
2018	—	`conf`	SVM via Saddle Point Optimization: New Bounds and Distributed Algorithms. SWAT Lingxiao Huang, Yifei Jin, Jian Li
2018	J	`jnl`	ε-Coresets for Clustering (with Outliers) in Doubling Metrics. CoRR Lingxiao Huang, Shaofeng H.-C. Jiang, Jian Li, Xuan Wu
2017	B	`conf`	Capacitated Center Problems with Two-Sided Bounds and Outliers. WADS Hu Ding, Lunjia Hu, Lingxiao Huang, Jian Li
2017	J	`jnl`	Capacitated Center Problems with Two-Sided Bounds and Outliers. CoRR Hu Ding, Lunjia Hu, Lingxiao Huang, Jian Li
2017	J	`jnl`	Group Fairness in Multiwinner Voting. CoRR L. Elisa Celis, Lingxiao Huang, Nisheeth K. Vishnoi
2017	J	`jnl`	Improved Algorithms For Structured Sparse Recovery. CoRR Lingxiao Huang, Yifei Jin, Jian Li, Haitao Wang
2017	J	`jnl`	SVM via Saddle Point Optimization: New Bounds and Distributed Algorithms. CoRR Yifei Jin, Lingxiao Huang, Jian Li
2017	A*	`conf`	Stochastic SODA Lingxiao Huang, Jian Li
2016	A*	`conf`	Canonical Paths for MCMC: from Art to Science. SODA Lingxiao Huang, Pinyan Lu, Chihao Zhang
2016	A*	`conf`	K-Means Clustering with Distributed Dimensions. ICML Hu Ding, Yu Liu, Lingxiao Huang, Jian Li
2016	J	`jnl`	Stochastic k-Center and j-Flat-Center Problems. CoRR Lingxiao Huang, Jian Li
2016	A	`conf`	epsilon-Kernel Coresets for Stochastic Points. ESA Lingxiao Huang, Jian Li, Jeff M. Phillips, Haitao Wang
2015	—	`conf`	Approximating the Expected Values for Combinatorial Optimization Problems over Stochastic Points. ICALP (1) Lingxiao Huang, Jian Li
2015	Misc	`conf`	Approximation Algorithms for the Connected Sensor Cover Problem. COCOON Lingxiao Huang, Jian Li, Qicai Shi
2015	J	`jnl`	Approximation Algorithms for the Connected Sensor Cover Problem. CoRR Lingxiao Huang, Jian Li, Qicai Shi
2015	J	`jnl`	Canonical Paths for MCMC: from Art to Science. CoRR Lingxiao Huang, Pinyan Lu, Chihao Zhang
2015	—	`conf`	Vague color image enhancement on fractional differential and improved retinex. Color Imaging: Displaying, Processing, Hardcopy, and Applications Xin Zhang, Weixing Wang, Xiaojun Huang, Lingxiao Huang, Zhiwei Wang
2014	A	`conf`	Egalitarian pairwise kidney exchange: fast algorithms vialinear programming and parametric flow. AAMAS Jian Li, Yicheng Liu, Lingxiao Huang, Pingzhong Tang
2014	J	`jnl`	The Multi-shop Ski Rental Problem. CoRR Lingqing Ai, Xian Wu, Lingxiao Huang, Longbo Huang, Pingzhong Tang, Jian Li
2014	A*	`conf`	The multi-shop ski rental problem. SIGMETRICS Lingqing Ai, Xian Wu, Lingxiao Huang, Longbo Huang, Pingzhong Tang, Jian Li
2012	J	`jnl`	Minimum Spanning Trees, Perfect Matchings and Cycle Covers Over Stochastic Points in Metric Spaces CoRR Lingxiao Huang, Jian Li