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Eliminating Data Processing Bottlenecks in GNN Training over Large Graphs Via Two-level Feature Compression
Yuxin Ma,Ping Gong, Tianming Wu, Jiawei Yi, Chengru Yang,Cheng Li, Qirong Peng, Guiming Xie, Yongcheng Bao, Haifeng Liu,Yinlong Xu
Very Large Data Bases Conference（2024）
引用0浏览0EI引用
0
0
Exploring Post-training Quantization in LLMs from Comprehensive Study to Low Rank Compensation
Zhewei Yao,Xiaoxia Wu,Cheng Li,Stephen Youn,Yuxiong He
THIRTY-EIGHTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, VOL 38 NO 17pp.19377-19385, (2024)
引用6浏览0EI引用
6
0
Efficient Schedule Construction for Distributed Execution of Large DNN Models
Zhiqi Lin,Youshan Miao,Guanbin Xu,Cheng Li,Olli Saarikivi,Saeed Maleki,Fan Yang
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMSno. 12 (2024): 2375-2391
引用0浏览0EIWOS引用
0
0
Noctua
Kai Ma,Cheng Li, Enzuo Zhu, Ruichuan Chen,Feng Yan, Kang Chen
openalex（2024）
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0
0
Fastmove: A Comprehensive Study of On-Chip DMA and Its Demonstration for Accelerating Data Movement in NVM-based Storage Systems
Jiahao Li, Jingbo Su, Luofan Chen,Cheng Li, Kai Zhang, Liang Yang,Sam Noh,Yinlong Xu
ACM Transactions on Storage (2024)
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0
0
Nnscaler: Constraint-Guided Parallelization Plan Generation for Deep Learning Training
Zhiqi Lin,Youshan Miao,Quanlu Zhang,Fan Yang, Yi Zhu,Cheng Li,Saeed Maleki, Xu Cao, Ning Shang,Yilei Yang, Weijiang Xu,Mao Yang,
PROCEEDINGS OF THE 18TH USENIX SYMPOSIUM ON OPERATING SYSTEMS DESIGN AND IMPLEMENTATION, OSDI 2024pp.347-363, (2024)
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0
0
Optimal Wide Stripe Generation in Locally Repairable Codes Via Staged Stripe Merging
Si Wu, Guantian Lin,Patrick P. C. Lee,Cheng Li,Yinlong Xu
2024 IEEE 44TH INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS, ICDCS 2024pp.450-460, (2024)
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