8 citations · 11 across the 8 of their papers we have counts for
8 papers
A Unified Framework of Multi-Stage Multi-Winner Voting: An Axiomatic Exploration
Shengjie Gong, Lingxiao Huang, Shuangping Huang +5
Multi-winner voting plays a crucial role in selecting representative committees based on voter preferences. Previous research has predominantly focused on single-stage voting rules…
MuraNet: Multi-task Floor Plan Recognition with Relation Attention
Lingxiao Huang, Jung-Hsuan Wu, Chiching Wei +1
The recognition of information in floor plan data requires the use of detection and segmentation models. However, relying on several single-task models can result in ineffective ut…
A Hierarchical Destroy and Repair Approach for Solving Very Large-Scale Travelling Salesman Problem
Zhang-Hua Fu, Sipeng Sun, Jintong Ren +6
For prohibitively large-scale Travelling Salesman Problems (TSPs), existing algorithms face big challenges in terms of both computational efficiency and solution quality. To addres…
On Coresets for Clustering in Small Dimensional Euclidean Spaces
Lingxiao Huang, Ruiyuan Huang, Zengfeng Huang +1
We consider the problem of constructing small coresets for -Median in Euclidean spaces. Given a large set of data points , a coreset is a much smaller set…
The Power of Uniform Sampling for -Median
Lingxiao Huang, Shaofeng H. -C. Jiang, Jianing Lou
We study the power of uniform sampling for -Median in various metric spaces. We relate the query complexity for approximating -Median, to a key parameter of the dataset, call…
Improved Algorithms For Structured Sparse Recovery
Lingxiao Huang, Yifei Jin, Jian Li +1
It is known that certain structures of the signal in addition to the standard notion of sparsity (called structured sparsity) can improve the sample complexity in several compressi…