Chuyan Chen

According to our database, Chuyan Chen authored at least 7 papers between 2024 and 2026.

Collaborative distances:

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

2026

Self-Adversarial One Step Generation via Condition Shifting.

Deyuan Liu, Peng Sun, Yansen Han, Zhenglin Cheng, Chuyan Chen, Tao Lin

CoRR, April, 2026

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

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

IEEE Trans. Signal Process., 2026

2025

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

Shengping Xie, Chuyan Chen, Kun Yuan

CoRR, September, 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

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

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

Proceedings of the IEEE International Conference on Cloud Computing Technology and Science, 2025

Greedy Low-Rank Gradient Compression Provably Converges for Distributed Learning.

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

Proceedings of the IEEE International Conference on Cloud Computing Technology and Science, 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