Congliang Chen

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 15

Top Topics

Complexity Analysis

Delta Bar Delta

Top Venues

IEEE Trans. Signal Process.

J. Mach. Learn. Res.

Publications

Yushun Zhang, Congliang Chen, Tian Ding, Ziniu Li, Ruoyu Sun, Zhi-Quan Luo
Why Transformers Need Adam: A Hessian Perspective. CoRR (2024)
Yushun Zhang, Congliang Chen, Ziniu Li, Tian Ding, Chenwei Wu, Yinyu Ye, Zhi-Quan Luo, Ruoyu Sun
Adam-mini: Use Fewer Learning Rates To Gain More. CoRR (2024)
Tao Sun, Congliang Chen, Peng Qiao, Li Shen, Xinwang Liu, Dongsheng Li
Rethinking SIGN Training: Provable Nonconvex Acceleration without First- and Second-Order Gradient Lipschitz. CoRR (2023)
Congliang Chen, Li Shen, Wei Liu, Zhi-Quan Luo
Efficient-Adam: Communication-Efficient Distributed Adam. IEEE Trans. Signal Process. 71 (2023)
Yushun Zhang, Congliang Chen, Naichen Shi, Ruoyu Sun, Zhi-Quan Luo
Adam Can Converge Without Any Modification On Update Rules. NeurIPS (2022)
Congliang Chen, Li Shen, Wei Liu, Zhi-Quan Luo
Efficient-Adam: Communication-Efficient Distributed Adam with Complexity Analysis. CoRR (2022)
Yushun Zhang, Congliang Chen, Naichen Shi, Ruoyu Sun, Zhi-Quan Luo
Adam Can Converge Without Any Modification on Update Rules. CoRR (2022)
Congliang Chen, Li Shen, Fangyu Zou, Wei Liu
Towards Practical Adam: Non-Convexity, Convergence Theory, and Mini-Batch Acceleration. J. Mach. Learn. Res. 23 (2022)
Congliang Chen, Jiawei Zhang, Li Shen, Peilin Zhao, Zhi-Quan Luo
Communication Efficient Primal-Dual Algorithm for Nonconvex Nonsmooth Distributed Optimization. AISTATS (2021)
Congliang Chen, Li Shen, Hao-Zhi Huang, Wei Liu
Quantized Adam with Error Feedback. ACM Trans. Intell. Syst. Technol. 12 (5) (2021)
Congliang Chen, Li Shen, Fangyu Zou, Wei Liu
Towards Practical Adam: Non-Convexity, Convergence Theory, and Mini-Batch Acceleration. CoRR (2021)
Congliang Chen, Li Shen, Haozhi Huang, Wei Liu
Quantized Adam with Error Feedback. CoRR (2020)
Shuyang Gu, Congliang Chen, Jing Liao, Lu Yuan
Arbitrary Style Transfer With Deep Feature Reshuffle. CVPR (2018)
Shuyang Gu, Congliang Chen, Jing Liao, Lu Yuan
Arbitrary Style Transfer with Deep Feature Reshuffle. CoRR (2018)
Zhiwei Fan, Congliang Chen, Tingting Jiang
A semi-automatic editing method for surgery videos. ICME Workshops (2017)