Jiahuan Wang
Scholar

Jiahuan Wang

Google Scholar ID: FVa-kdYAAAAJ
National University of Defense Technology
Machine Learning
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Citations & Impact
All-time
Citations
8
 
H-index
2
 
i10-index
0
 
Publications
3
 
Co-authors
6
list available
Contact
Emailnudt_jiahuanwang@163.comGitHubOpen ↗
Publications
5 items
Local Gradient Regulation Stabilizes Federated Learning under Client Heterogeneity
arXiv.org · 2026
Cited
0
FOAM: Blocked State Folding for Memory-Efficient LLM Training
2025
Cited
0
EditInfinity: Image Editing with Binary-Quantized Generative Models
2025
Cited
0
Low-PAPR OFDM-ISAC Waveform Design Based on Frequency-Domain Phase Differences
2025
Cited
0
Breaking Memory Limits: Gradient Wavelet Transform Enhances LLMs Training
2025
Cited
0
Resume (English only)
Academic Achievements
  • Co-authored paper: 'Breaking Memory Limits: Gradient Wavelet Transform Enhances LLMs Training'
  • Published 'Towards Stability and Generalization Bounds in Decentralized Minibatch Stochastic Gradient Descent' at AAAI 2024
  • Published 'Stability-based Generalization Analysis for Pointwise and Pairwise Learning' at AAAI 2023
  • Recipient of China National Scholarship (October 2023)
  • Recipient of Liaoning Province Government Scholarship (October 2019)
  • Reviewer for IEEE Transactions on Neural Networks and Learning Systems
  • Reviewer for ICCV 2025
Co-authors
6 total
Hong Chen
Hong Chen
Department of Mathematics and Statistics, Huazhong Agricultural University
Bin Gu
Bin Gu
Jilin University
Dongsheng Li
Dongsheng Li
Professor, School of Computer Science, National University of Defense Technology
Ping Luo
Ping Luo
National University of Defense Technology
Ziqing Wen
Ziqing Wen
National University of Defense Technology
Tao Sun
Tao Sun
National University of Defense Technology