Xuxing Chen

According to our database, Xuxing Chen authored at least 13 papers between 2018 and 2024.

Collaborative distances:

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

2024

From Stability to Chaos: Analyzing Gradient Descent Dynamics in Quadratic Regression.

Xuxing Chen, Krishna Balasubramanian, Promit Ghosal, Bhavya Agrawalla

Trans. Mach. Learn. Res., 2024

Optimal Algorithms for Stochastic Bilevel Optimization under Relaxed Smoothness Conditions.

Xuxing Chen, Tesi Xiao, Krishnakumar Balasubramanian

J. Mach. Learn. Res., 2024

MultiBalance: Multi-Objective Gradient Balancing in Industrial-Scale Multi-Task Recommendation System.

Yun He, Xuxing Chen, Jiayi Xu, Renqin Cai, Yiling You, Jennifer Cao, Minhui Huang, Liu Yang, Yiqun Liu, Xiaoyi Liu, Rong Jin, Sem Park, Bo Long, Xue Feng

CoRR, 2024

Fully First-Order Methods for Decentralized Bilevel Optimization.

Xiaoyu Wang, Xuxing Chen, Shiqian Ma, Tong Zhang

CoRR, 2024

Stochastic Optimization Algorithms for Instrumental Variable Regression with Streaming Data.

Xuxing Chen, Abhishek Roy, Yifan Hu, Krishnakumar Balasubramanian

CoRR, 2024

Problem-Parameter-Free Decentralized Nonconvex Stochastic Optimization.

Jiaxiang Li, Xuxing Chen, Shiqian Ma, Mingyi Hong

CoRR, 2024

2023

From Stability to Chaos: Analyzing Gradient Descent Dynamics in Quadratic Regression.

Xuxing Chen, Krishnakumar Balasubramanian, Promit Ghosal, Bhavya Agrawalla

CoRR, 2023

Stochastic Nested Compositional Bi-level Optimization for Robust Feature Learning.

Xuxing Chen, Krishnakumar Balasubramanian, Saeed Ghadimi

CoRR, 2023

A one-sample decentralized proximal algorithm for non-convex stochastic composite optimization.

Tesi Xiao, Xuxing Chen, Krishnakumar Balasubramanian, Saeed Ghadimi

Proceedings of the Uncertainty in Artificial Intelligence, 2023

Decentralized Stochastic Bilevel Optimization with Improved per-Iteration Complexity.

Xuxing Chen, Minhui Huang, Shiqian Ma, Krishna Balasubramanian

Proceedings of the International Conference on Machine Learning, 2023

2022

Decentralized Stochastic Bilevel Optimization with Improved Per-Iteration Complexity.

Xuxing Chen, Minhui Huang, Shiqian Ma, Krishnakumar Balasubramanian

CoRR, 2022

2020

Pipeline-Based Chunk Scheduling to Improve ABR Performance in DASH System.

Weihe Li, Jiawei Huang, Shaojun Zou, Zhuoran Liu, Qichen Su, Xuxing Chen, Jianxin Wang

Proceedings of the 29th International Conference on Computer Communications and Networks, 2020

2018

A two-step decorrelation method on time-frequency correlated channel for secret key generation.

Zijie Ji, Zunwen He, Yan Zhang, Xuxing Chen

Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018