Xin Yang

According to our database, Xin Yang authored at least 23 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Netflix and Forget: Efficient and Exact Machine Unlearning from Bi-linear Recommendations.

Mimee Xu, Jiankai Sun, Xin Yang, Kevin Yao, Chong Wang

CoRR, 2023

Label Inference Attack against Split Learning under Regression Setting.

Shangyu Xie, Xin Yang, Yuanshun Yao, Tianyi Liu, Taiqing Wang, Jiankai Sun

CoRR, 2023

DPAUC: Differentially Private AUC Computation in Federated Learning.

Jiankai Sun, Xin Yang, Yuanshun Yao, Junyuan Xie, Di Wu, Chong Wang

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Faster Algorithm for Structured John Ellipsoid Computation.

Zhao Song, Xin Yang, Yuanyuan Yang, Tianyi Zhou

CoRR, 2022

Sketching Meets Differential Privacy: Fast Algorithm for Dynamic Kronecker Projection Maintenance.

Zhao Song, Xin Yang, Yuanyuan Yang, Lichen Zhang

CoRR, 2022

Differentially Private AUC Computation in Vertical Federated Learning.

Jiankai Sun, Xin Yang, Yuanshun Yao, Junyuan Xie, Di Wu, Chong Wang

CoRR, 2022

Differentially Private Label Protection in Split Learning.

Xin Yang, Jiankai Sun, Yuanshun Yao, Junyuan Xie, Chong Wang

CoRR, 2022

Label Leakage and Protection from Forward Embedding in Vertical Federated Learning.

Jiankai Sun, Xin Yang, Yuanshun Yao, Chong Wang

CoRR, 2022

Differentially private multi-party data release for linear regression.

Ruihan Wu, Xin Yang, Yuanshun Yao, Jiankai Sun, Tianyi Liu, Kilian Q. Weinberger, Chong Wang

Proceedings of the Uncertainty in Artificial Intelligence, 2022

Label Leakage and Protection in Two-party Split Learning.

Oscar Li, Jiankai Sun, Xin Yang, Weihao Gao, Hongyi Zhang, Junyuan Xie, Virginia Smith, Chong Wang

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Vertical Federated Learning without Revealing Intersection Membership.

Jiankai Sun, Xin Yang, Yuanshun Yao, Aonan Zhang, Weihao Gao, Junyuan Xie, Chong Wang

CoRR, 2021

FL-NTK: A Neural Tangent Kernel-based Framework for Federated Learning Convergence Analysis.

Baihe Huang, Xiaoxiao Li, Zhao Song, Xin Yang

CoRR, 2021

FL-NTK: A Neural Tangent Kernel-based Framework for Federated Learning Analysis.

Baihe Huang, Xiaoxiao Li, Zhao Song, Xin Yang

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

2020

Towards Better Understanding of Algorithms and Complexity of Some Learning Problems.

Xin Yang

PhD thesis, 2020

On the Bias of Reed-Muller Codes over Odd Prime Fields.

Paul Beame, Shayan Oveis Gharan, Xin Yang

SIAM J. Discret. Math., 2020

Sketching Transformed Matrices with Applications to Natural Language Processing.

Yingyu Liang, Zhao Song, Mengdi Wang, Lin Yang, Xin Yang

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

Quadratic Suffices for Over-parametrization via Matrix Chernoff Bound.

Zhao Song, Xin Yang

CoRR, 2019

Total Least Squares Regression in Input Sparsity Time.

Huaian Diao, Zhao Song, David P. Woodruff, Xin Yang

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

A near-optimal algorithm for approximating the John Ellipsoid.

Michael B. Cohen, Ben Cousins, Yin Tat Lee, Xin Yang

Proceedings of the Conference on Learning Theory, 2019

2018

Time-Space Tradeoffs for Learning Finite Functions from Random Evaluations, with Applications to Polynomials.

Paul Beame, Shayan Oveis Gharan, Xin Yang

Electron. Colloquium Comput. Complex., 2018

2017

Time-Space Tradeoffs for Learning from Small Test Spaces: Learning Low Degree Polynomial Functions.

Paul Beame, Shayan Oveis Gharan, Xin Yang

Electron. Colloquium Comput. Complex., 2017

Number Balancing is as Hard as Minkowski's Theorem and Shortest Vector.

Rebecca Hoberg, Harishchandra Ramadas, Thomas Rothvoss, Xin Yang

Proceedings of the Integer Programming and Combinatorial Optimization, 2017

2016

Canaries in the Network.

Danyang Zhuo, Qiao Zhang, Xin Yang, Vincent Liu

Proceedings of the 15th ACM Workshop on Hot Topics in Networks, 2016