Congliang Chen

According to our database, Congliang Chen authored at least 10 papers between 2017 and 2024.

Collaborative distances:

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

2024

Why Transformers Need Adam: A Hessian Perspective.

Yushun Zhang, Congliang Chen, Tian Ding, Ziniu Li, Ruoyu Sun, Zhi-Quan Luo

CoRR, 2024

2023

Efficient-Adam: Communication-Efficient Distributed Adam.

Congliang Chen, Li Shen, Wei Liu, Zhi-Quan Luo

IEEE Trans. Signal Process., 2023

Rethinking SIGN Training: Provable Nonconvex Acceleration without First- and Second-Order Gradient Lipschitz.

Tao Sun, Congliang Chen, Peng Qiao, Li Shen, Xinwang Liu, Dongsheng Li

CoRR, 2023

2022

Towards Practical Adam: Non-Convexity, Convergence Theory, and Mini-Batch Acceleration.

Congliang Chen, Li Shen, Fangyu Zou, Wei Liu

J. Mach. Learn. Res., 2022

Efficient-Adam: Communication-Efficient Distributed Adam with Complexity Analysis.

Congliang Chen, Li Shen, Wei Liu, Zhi-Quan Luo

CoRR, 2022

Adam Can Converge Without Any Modification On Update Rules.

Yushun Zhang, Congliang Chen, Naichen Shi, Ruoyu Sun, Zhi-Quan Luo

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Quantized Adam with Error Feedback.

Congliang Chen, Li Shen, Hao-Zhi Huang, Wei Liu

ACM Trans. Intell. Syst. Technol., 2021

Communication Efficient Primal-Dual Algorithm for Nonconvex Nonsmooth Distributed Optimization.

Congliang Chen, Jiawei Zhang, Li Shen, Peilin Zhao, Zhi-Quan Luo

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2018

Arbitrary Style Transfer With Deep Feature Reshuffle.

Shuyang Gu, Congliang Chen, Jing Liao, Lu Yuan

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

A semi-automatic editing method for surgery videos.

Zhiwei Fan, Congliang Chen, Tingting Jiang

Proceedings of the 2017 IEEE International Conference on Multimedia & Expo Workshops, 2017