Lai, Zhiquan
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1

Mbapp: Efficient Memory-Balanced Pipeline Parallelism for L..:

, In: Proceedings of the 5th International Conference on Computer Information and Big Data Applications,
Liu, Yujie ; Lai, Zhiquan ; Li, Dongsheng - p. 7-11 , 2024
 
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2

The Self-adaptive and Topology-aware MPI_Bcast leveraging C..:

, In: 2024 IEEE International Parallel and Distributed Processing Symposium (IPDPS),
Liang, Chongshan ; Dai, Yi ; Xia, Jun... - p. 791-801 , 2024
 
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3

Composite hydrogels formed from okara cellulose nanofibers ..:

Wu, Changling ; McClements, David Julian ; Ma, Bohui...
International Journal of Biological Macromolecules.  258 (2024)  - p. 129079 , 2024
 
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4

A Memory-Efficient Hybrid Parallel Framework for Deep Neura..:

Li, Dongsheng ; Li, Shengwei ; Lai, Zhiquan...
IEEE Transactions on Parallel and Distributed Systems.  35 (2024)  4 - p. 577-591 , 2024
 
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5

Hierarchical Adaptive Pooling by Capturing High-order Depen..:

, In: 2024 IEEE 40th International Conference on Data Engineering (ICDE),
Liu, Ning ; Jian, Songlei ; Li, Dongsheng... - p. 5683-5684 , 2024
 
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7

A Multidimensional Communication Scheduling Method for Hybr..:

Li, Shengwei ; Lu, Kai ; Lai, Zhiquan...
IEEE Transactions on Parallel and Distributed Systems.  35 (2024)  8 - p. 1415-1428 , 2024
 
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8

Auto-Divide GNN: Accelerating GNN Training with Subgraph Di..:

, In: Euro-Par 2023: Parallel Processing; Lecture Notes in Computer Science,
Chen, Hongyu ; Ran, Zhejiang ; Ge, Keshi... - p. 367-382 , 2023
 
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9

A Survey on Auto-Parallelism of Large-Scale Deep Learning T..:

Liang, Peng ; Tang, Yu ; Zhang, Xiaoda...
IEEE Transactions on Parallel and Distributed Systems.  34 (2023)  8 - p. 2377-2390 , 2023
 
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10

Merak: An Efficient Distributed DNN Training Framework With..:

Lai, Zhiquan ; Li, Shengwei ; Tang, Xudong...
IEEE Transactions on Parallel and Distributed Systems.  34 (2023)  5 - p. 1466-1478 , 2023
 
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11

Hierarchical Adaptive Pooling by Capturing High-Order Depen..:

Liu, Ning ; Jian, Songlei ; Li, Dongsheng...
IEEE Transactions on Knowledge and Data Engineering.  35 (2023)  4 - p. 3952-3965 , 2023
 
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12

Efficient Large Models Fine-tuning on Commodity Servers via..:

, In: 2023 IEEE International Conference on High Performance Computing & Communications, Data Science & Systems, Smart City & Dependability in Sensor, Cloud & Big Data Systems & Application (HPCC/DSS/SmartCity/DependSys),
Liu, Yujie ; Lai, Zhiquan ; Liu, Weijie.. - p. 726-727 , 2023
 
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13

CD-Sched: An Automated Scheduling Framework for Acceleratin..:

, In: 2023 International Conference on Power, Communication, Computing and Networking Technologies,
 
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14

Accelerating GNN Training by Adapting Large Graphs to Distr..:

Zhang, Lizhi ; Lu, Kai ; Lai, Zhiquan...
IEEE Transactions on Computers.  72 (2023)  12 - p. 3473-3488 , 2023
 
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15

Communication Analysis for Multidimensional Parallel Traini..:

, In: 2023 IEEE International Conference on High Performance Computing & Communications, Data Science & Systems, Smart City & Dependability in Sensor, Cloud & Big Data Systems & Application (HPCC/DSS/SmartCity/DependSys),
Lai, Zhiquan ; Hao, Yanqi ; Li, Shengwei. - p. 728-729 , 2023
 
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