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Yiran Chen 0001
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Publications
- 2024
[j142]Shiyu Li
, Yitu Wang
, Edward Hanson
, Andrew Chang, Yang-Seok Ki, Hai Li
, Yiran Chen
:
NDRec: A Near-Data Processing System for Training Large-Scale Recommendation Models. IEEE Trans. Computers 73(5): 1248-1261 (2024)
[c352]Hanqiu Chen
, Yitu Wang
, Luis Vitório Cargnini
, Mohammadreza Soltaniyeh
, Dongyang Li
, Gongjin Sun
, Pradeep Subedi
, Andrew Chang
, Yiran Chen
, Cong Hao
:
ICGMM: CXL-enabled Memory Expansion with Intelligent Caching Using Gaussian Mixture Model. DAC 2024: 106:1-106:6
[c340]Yitu Wang, Shiyu Li, Qilin Zheng, Linghao Song, Zongwang Li, Andrew Chang, Hai Li, Yiran Chen:
NDSEARCH: Accelerating Graph-Traversal-Based Approximate Nearest Neighbor Search through Near Data Processing. ISCA 2024: 368-381
[i127]Hanqiu Chen, Yitu Wang, Luis Vitório Cargnini, Mohammadreza Soltaniyeh, Dongyang Li, Gongjin Sun, Pradeep Subedi, Andrew Chang, Yiran Chen, Cong Hao:
ICGMM: CXL-enabled Memory Expansion with Intelligent Caching Using Gaussian Mixture Model. CoRR abs/2408.05614 (2024)- 2023
[j132]Yitu Wang
, Shiyu Li
, Qilin Zheng
, Andrew Chang
, Hai Li
, Yiran Chen
:
EMS-i: An Efficient Memory System Design with Specialized Caching Mechanism for Recommendation Inference. ACM Trans. Embed. Comput. Syst. 22(5s): 100:1-100:22 (2023)
[i90]Yitu Wang, Shiyu Li, Qilin Zheng, Linghao Song, Zongwang Li, Andrew Chang, Hai (Helen) Li, Yiran Chen:
In-Storage Acceleration of Graph-Traversal-Based Approximate Nearest Neighbor Search. CoRR abs/2312.03141 (2023)

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