Jiayi Xian

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 15

Top Topics

Facility Location

Opportunity Cost

Top Venues

Publications

Xiangyu Guo, Guy Kortsarz, Bundit Laekhanukit, Shi Li, Daniel Vaz, Jiayi Xian
On Approximating Degree-Bounded Network Design Problems. Algorithmica 84 (5) (2022)
Shi Li, Jiayi Xian
Online Unrelated Machine Load Balancing with Predictions Revisited. ICML (2021)
Yufan Zhou, Zhenyi Wang, Jiayi Xian, Changyou Chen, Jinhui Xu
Meta-Learning with Neural Tangent Kernels. ICLR (2021)
Chunwei Ma, Ziyun Huang, Jiayi Xian, Mingchen Gao, Jinhui Xu
Improving uncertainty calibration of deep neural networks via truth discovery and geometric optimization. UAI (2021)
Chunwei Ma, Ziyun Huang, Jiayi Xian, Mingchen Gao, Jinhui Xu
Improving Uncertainty Calibration of Deep Neural Networks via Truth Discovery and Geometric Optimization. CoRR (2021)
Xiangyu Guo, Janardhan Kulkarni, Shi Li, Jiayi Xian
Consistent k-Median: Simpler, Better and Robust. AISTATS (2021)
Yufan Zhou, Zhenyi Wang, Jiayi Xian, Changyou Chen, Jinhui Xu
Meta-Learning with Neural Tangent Kernels. CoRR (2021)
Yufan Zhou, Jiayi Xian, Changyou Chen, Jinhui Xu
Graph Neural Networks with Composite Kernels. CoRR (2020)
Xiangyu Guo, Janardhan Kulkarni, Shi Li, Jiayi Xian
The Power of Recourse: Better Algorithms for Facility Location in Online and Dynamic Models. CoRR (2020)
Xiangyu Guo, Janardhan Kulkarni, Shi Li, Jiayi Xian
Consistent k-Median: Simpler, Better and Robust. CoRR (2020)
Xiangyu Guo, Guy Kortsarz, Bundit Laekhanukit, Shi Li, Daniel Vaz, Jiayi Xian
On Approximating Degree-Bounded Network Design Problems. APPROX-RANDOM (2020)
Xingyu Yang, Jin'an He, Jiayi Xian, Hong Lin, Yong Zhang
Aggregating expert advice strategy for online portfolio selection with side information. Soft Comput. 24 (3) (2020)
Xiangyu Guo, Janardhan Kulkarni, Shi Li, Jiayi Xian
On the Facility Location Problem in Online and Dynamic Models. APPROX-RANDOM (2020)
Yong Zhang, Jiayi Xian, Meng-Hu Lin
Online leasing strategy for depreciable equipment considering opportunity cost. Inf. Process. Lett. 162 (2020)
Xiangyu Guo, Bundit Laekhanukit, Shi Li, Jiayi Xian
Tight Approximation for Variants of Directed Steiner Tree via State-Tree Decomposition and Linear Programming Rounding. CoRR (2019)