Chuyan Chen

According to our database, Chuyan Chen authored at least 5 papers between 2024 and 2025.

Collaborative distances:

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

2025

An All-Reduce Compatible Top-K Compressor for Communication-Efficient Distributed Learning.

Chuyan Chen, Chenyang Ma, Zhangxin Li, Yutong He, Yanjie Dong, Kun Yuan

CoRR, October, 2025

From PowerSGD to PowerSGD+: Low-Rank Gradient Compression for Distributed Optimization with Convergence Guarantees.

Shengping Xie, Chuyan Chen, Kun Yuan

CoRR, September, 2025

Greedy Low-Rank Gradient Compression for Distributed Learning with Convergence Guarantees.

Chuyan Chen, Yutong He, Pengrui Li, Weichen Jia, Kun Yuan

CoRR, July, 2025

Subspace Optimization for Large Language Models with Convergence Guarantees.

Yutong He, Pengrui Li, Yipeng Hu, Chuyan Chen, Kun Yuan

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Reg-PTQ: Regression-specialized Post-training Quantization for Fully Quantized Object Detector.

Yifu Ding, Weilun Feng, Chuyan Chen, Jinyang Guo, Xianglong Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024