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2020 – today
- 2022
[j3]Xiangyu Guo, Guy Kortsarz, Bundit Laekhanukit, Shi Li, Daniel Vaz, Jiayi Xian:
On Approximating Degree-Bounded Network Design Problems. Algorithmica 84(5): 1252-1278 (2022)- 2021
- [c6]Xiangyu Guo, Janardhan Kulkarni, Shi Li, Jiayi Xian:
Consistent k-Median: Simpler, Better and Robust. AISTATS 2021: 1135-1143 - [c5]Yufan Zhou, Zhenyi Wang, Jiayi Xian, Changyou Chen, Jinhui Xu:
Meta-Learning with Neural Tangent Kernels. ICLR 2021 - [c4]Shi Li, Jiayi Xian:
Online Unrelated Machine Load Balancing with Predictions Revisited. ICML 2021: 6523-6532 - [c3]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: 75-85 - [i6]Yufan Zhou, Zhenyi Wang, Jiayi Xian, Changyou Chen, Jinhui Xu:
Meta-Learning with Neural Tangent Kernels. CoRR abs/2102.03909 (2021) - [i5]Chunwei Ma, Ziyun Huang, Jiayi Xian, Mingchen Gao, Jinhui Xu:
Improving Uncertainty Calibration of Deep Neural Networks via Truth Discovery and Geometric Optimization. CoRR abs/2106.14662 (2021) - 2020
- [j2]Yong Zhang, Jiayi Xian, Meng-Hu Lin:
Online leasing strategy for depreciable equipment considering opportunity cost. Inf. Process. Lett. 162: 105981 (2020) - [j1]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): 2067-2081 (2020) - [c2]Xiangyu Guo, Guy Kortsarz, Bundit Laekhanukit, Shi Li, Daniel Vaz, Jiayi Xian:
On Approximating Degree-Bounded Network Design Problems. APPROX-RANDOM 2020: 39:1-39:21 - [c1]Xiangyu Guo, Janardhan Kulkarni, Shi Li, Jiayi Xian:
On the Facility Location Problem in Online and Dynamic Models. APPROX-RANDOM 2020: 42:1-42:23 - [i4]Xiangyu Guo, Janardhan Kulkarni, Shi Li, Jiayi Xian:
The Power of Recourse: Better Algorithms for Facility Location in Online and Dynamic Models. CoRR abs/2002.10658 (2020) - [i3]Yufan Zhou, Jiayi Xian, Changyou Chen, Jinhui Xu:
Graph Neural Networks with Composite Kernels. CoRR abs/2005.07869 (2020) - [i2]Xiangyu Guo, Janardhan Kulkarni, Shi Li, Jiayi Xian:
Consistent k-Median: Simpler, Better and Robust. CoRR abs/2008.06101 (2020)
2010 – 2019
- 2019
- [i1]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 abs/1907.11404 (2019)
Coauthor Index
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