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Chuyan Chen

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

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2026
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Chuyan Chen, Yutong He, Pengrui Li, Weichen Jia, Kun Yuan:
Greedy Low-Rank Gradient Compression for Distributed Learning With Convergence Guarantees. IEEE Trans. Signal Process. 74: 937-951 (2026)
[i5]
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  - journals/corr/abs-2604-12322
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Deyuan Liu, Peng Sun, Yansen Han, Zhenglin Cheng, Chuyan Chen, Tao Lin:
Self-Adversarial One Step Generation via Condition Shifting. CoRR abs/2604.12322 (2026)
2025
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Chuyan Chen, Yutong He, Pengrui Li, Weichen Jia, Yanjie Dong, Kun Yuan:
Greedy Low-Rank Gradient Compression Provably Converges for Distributed Learning. CloudCom 2025: 1-8
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Chuyan Chen, Chenyang Ma, Zhangxin Li, Yutong He, Yanjie Dong, Kun Yuan:
An All-Reduce Compatible Top-$K$ Compressor for Communication-Efficient Distributed Learning. CloudCom 2025: 1-8
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Yutong He, Pengrui Li, Yipeng Hu, Chuyan Chen, Kun Yuan:
Subspace Optimization for Large Language Models with Convergence Guarantees. ICML 2025
[i4]
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  - journals/corr/abs-2507-08784
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Chuyan Chen, Yutong He, Pengrui Li, Weichen Jia, Kun Yuan:
Greedy Low-Rank Gradient Compression for Distributed Learning with Convergence Guarantees. CoRR abs/2507.08784 (2025)
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  - journals/corr/abs-2509-11254
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Shengping Xie, Chuyan Chen, Kun Yuan:
From PowerSGD to PowerSGD+: Low-Rank Gradient Compression for Distributed Optimization with Convergence Guarantees. CoRR abs/2509.11254 (2025)
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Chuyan Chen, Chenyang Ma, Zhangxin Li, Yutong He, Yanjie Dong, Kun Yuan:
An All-Reduce Compatible Top-K Compressor for Communication-Efficient Distributed Learning. CoRR abs/2510.26709 (2025)
2024
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Yifu Ding, Weilun Feng, Chuyan Chen, Jinyang Guo, Xianglong Liu:
Reg-PTQ: Regression-specialized Post-training Quantization for Fully Quantized Object Detector. CVPR 2024: 16174-16184
[i1]
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  - journals/corr/abs-2410-11289
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Yutong He, Pengrui Li, Yipeng Hu, Chuyan Chen, Kun Yuan:
Subspace Optimization for Large Language Models with Convergence Guarantees. CoRR abs/2410.11289 (2024)

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Schloss Dagstuhl - Leibniz Center for Informatics is a member of the Leibniz Association and is funded by the federal government of Germany and the states of Germany, especially Saarland and Rhineland‑Palatinate.