Congliang Chen

According to our database, Congliang Chen authored at least 15 papers between 2017 and 2024.

Collaborative distances:

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

2024

A Unified Analysis of AdaGrad With Weighted Aggregation and Momentum Acceleration.

Li Shen, Congliang Chen, Fangyu Zou, Zequn Jie, Ju Sun, Wei Liu

IEEE Trans. Neural Networks Learn. Syst., October, 2024

Entropic Distribution Matching in Supervised Fine-tuning of LLMs: Less Overfitting and Better Diversity.

Ziniu Li, Congliang Chen, Tian Xu, Zeyu Qin, Jiancong Xiao, Ruoyu Sun, Zhi-Quan Luo

CoRR, 2024

Adam-mini: Use Fewer Learning Rates To Gain More.

Yushun Zhang, Congliang Chen, Ziniu Li, Tian Ding, Chenwei Wu, Yinyu Ye, Zhi-Quan Luo, Ruoyu Sun

CoRR, 2024

Why Transformers Need Adam: A Hessian Perspective.

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

CoRR, 2024

Unlocking Black-Box Prompt Tuning Efficiency via Zeroth-Order Optimization.

Heshen Zhan, Congliang Chen, Tian Ding, Ziniu Li, Ruoyu Sun

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 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

2020

Quantized Adam with Error Feedback.

Congliang Chen, Li Shen, Haozhi Huang, Wei Liu

CoRR, 2020

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