Dongsheng Li
Scholar

Dongsheng Li

Google Scholar ID: _WrK108AAAAJ
Professor, School of Computer Science, National University of Defense Technology
Distributed ComputingParallel ComputingCloud ComputingPeer-to-Peer ComputingBig Data
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Citations & Impact
All-time
Citations
32,174
 
H-index
77
 
i10-index
537
 
Publications
20
 
Co-authors
7
list available
Contact
No contact links provided.
Publications
8 items
Unveiling High-Probability Generalization in Decentralized SGD
2026
Cited
0
Revealing Modular Gradient Noise Imbalance in LLMs: Calibrating Adam via Signal-to-Noise Ratio
2026
Cited
0
Stability and Generalization for Decentralized Markov SGD
2026
Cited
0
Alloc-MoE: Budget-Aware Expert Activation Allocation for Efficient Mixture-of-Experts Inference
2026
Cited
0
GRASS: Gradient-based Adaptive Layer-wise Importance Sampling for Memory-efficient Large Language Model Fine-tuning
2026
Cited
0
Sparrow: Text-Anchored Window Attention with Visual-Semantic Glimpsing for Speculative Decoding in Video LLMs
2026
Cited
0
Prior-Guided Symbolic Regression: Towards Scientific Consistency in Equation Discovery
2026
Cited
0
Local Gradient Regulation Stabilizes Federated Learning under Client Heterogeneity
arXiv.org · 2026
Cited
0
Resume (English only)
Co-authors
7 total
Zhaoning Zhang
Zhaoning Zhang
National University of Defense Technology
Nong Xiao
Nong Xiao
The State Key Laboratory of High Performance Computing,National University of Defense Technology
Jie Wu
Jie Wu
Laura H. Carnell Professor, Department of Computer and Information Sciences, Temple
Jiannong Cao
Jiannong Cao
IEEE Fellow; Chair Professor, Hong Kong Polytechnic University
Kui Wu
Kui Wu
Professor of Computer Science, University of Victoria
Lei Chen
Lei Chen
Hong Kong University of Science and Technology
Co-author 7
Co-author 7