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Gongqingjian Jiang
Observed name:
Jiang, Gongqingjian
Institution:
National University of Defense Technology
Observed institution:
National University of Defense Technology
OpenAlex ID:
A5126410597
A survey on memory-efficient transformer-based model training in AI for science
2026
·
Kaiyuan Tian
, Linbo Qiao
, et al.
·
Frontiers of Computer Science
·
3
PDF
MeCache: Communication-Efficient Multi-GPU Heterogeneous Graph Neural Network Training
2026
·
Gongqingjian Jiang
, Lizhi Zhang
, et al.
·
IEEE International Parallel and Distributed Processing Symposium (IPDPS)
GRASS: Gradient-based Adaptive Layer-wise Importance Sampling for Memory-efficient Large Language Model Fine-tuning
2026
·
Tian, Kaiyuan
, Tang, Yu
, et al.
·
arXiv (Cornell University)
PDF
AccuGraph: Memory-Efficient Full-Graph GNN Training on a Single GPU via Subgraph Accumulation
2026
·
Liyang Wu
, Menghan Jia
, et al.
·
Lecture notes in computer science
GRASS: Gradient-based Adaptive Layer-wise Importance Sampling for Memory-efficient Large Language Model Fine-tuning
2026
·
Kaiyuan Tian
, Linbo Qiao
, et al.
·
Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
PDF
TCGNN: Tiered Memory Coordination for Efficient Large-scale Multi-GPU GNN Training
2026
·
Lizhi Zhang
, Dongsheng Li
, et al.
·
IEEE Transactions on Computers
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Works count:
6
Citation count:
3
H-index:
1
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