Lifeng Nai

1.2k total citations · 1 hit paper
19 papers, 776 citations indexed

About

Lifeng Nai is a scholar working on Computer Vision and Pattern Recognition, Hardware and Architecture and Artificial Intelligence. According to data from OpenAlex, Lifeng Nai has authored 19 papers receiving a total of 776 indexed citations (citations by other indexed papers that have themselves been cited), including 9 papers in Computer Vision and Pattern Recognition, 9 papers in Hardware and Architecture and 8 papers in Artificial Intelligence. Recurrent topics in Lifeng Nai's work include Graph Theory and Algorithms (9 papers), Parallel Computing and Optimization Techniques (9 papers) and Advanced Memory and Neural Computing (6 papers). Lifeng Nai is often cited by papers focused on Graph Theory and Algorithms (9 papers), Parallel Computing and Optimization Techniques (9 papers) and Advanced Memory and Neural Computing (6 papers). Lifeng Nai collaborates with scholars based in United States, Netherlands and Spain. Lifeng Nai's co-authors include Hyesoon Kim, Hyojong Kim, Ramyad Hadidi, Yinglong Xia, Jaewoong Sim, Ching‐Yung Lin, Norman P. Jouppi, Xiang Zhou, Brian Towles and Suvinay Subramanian and has published in prestigious journals such as Proceedings of the VLDB Endowment, Journal of Parallel and Distributed Computing and ACM Transactions on Architecture and Code Optimization.

In The Last Decade

Lifeng Nai

19 papers receiving 748 citations

Hit Papers

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What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

TPU v4: An Optically Reconfigurable Supercomputer for Machine Learning with Hardware Support for Embeddings

2023 215 citations Norman P. Jouppi, George Thomas Kurian et al. profile →

Peers

Countries citing papers authored by Lifeng Nai

Since Specialization

Citations

This map shows the geographic impact of Lifeng Nai's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Lifeng Nai with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Lifeng Nai more than expected).

Fields of papers citing papers by Lifeng Nai

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Lifeng Nai. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Lifeng Nai. The network helps show where Lifeng Nai may publish in the future.

Co-authorship network of co-authors of Lifeng Nai

This figure shows the co-authorship network connecting the top 25 collaborators of Lifeng Nai. A scholar is included among the top collaborators of Lifeng Nai based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Lifeng Nai. Lifeng Nai is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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19 of 19 papers shown

#	Work	Indexed citations
1	Hardware-Assisted Virtualization of Neural Processing Units for Cloud Platforms 2024 ·(unknown), (unknown), Lifeng Nai, Jian Huang	1
2	TPU v4: An Optically Reconfigurable Supercomputer for Machine Learning with Hardware Support for Embeddings breakdown → 2023 ·Norman P. Jouppi, George Thomas Kurian, Sheng Li, Peter Ma, (unknown), Lifeng Nai, Nishant Patil, Suvinay Subramanian, (unknown), Brian Towles, Cliff Young, Xiang Zhou, Zongwei Zhou, David A. Patterson	215
3	V10: Hardware-Assisted NPU Multi-tenancy for Improved Resource Utilization and Fairness 2023 ·(unknown), (unknown), Lifeng Nai, Jian Huang	10
4	NeuroMeter: An Integrated Power, Area, and Timing Modeling Framework for Machine Learning Accelerators Industry Track Paper 2021 ·Rare & Special e-Zone (The Hong Kong University of Science and Technology) ·Tianqi Tang, Sheng Li, Lifeng Nai, Norman P. Jouppi, Yuan Xie	9
5	Thermal-aware processing-in-memory instruction offloading 2019 ·Journal of Parallel and Distributed Computing ·Lifeng Nai, Ramyad Hadidi, Xiao He, Hyojong Kim, Jaewoong Sim, Hyesoon Kim	3
6	CoolPIM: Thermal-Aware Source Throttling for Efficient PIM Instruction Offloading 2018 ·Lifeng Nai, Ramyad Hadidi, (unknown), Hyojong Kim, Jaewoong Sim, Hyesoon Kim	17
7	CAIRO 2017 ·ACM Transactions on Architecture and Code Optimization ·Ramyad Hadidi, Lifeng Nai, Hyojong Kim, Hyesoon Kim	41
8	GraphPIM: Enabling Instruction-Level PIM Offloading in Graph Computing Frameworks 2017 ·Lifeng Nai, Ramyad Hadidi, Jaewoong Sim, Hyojong Kim, (unknown), Hyesoon Kim	183
9	Finding Top K Shortest Simple Paths with Improved Space Efficiency 2017 ·Qingsong Wen, Ren Chen, Lifeng Nai, L. P. Zhou, Yinglong Xia	3
10	LDBC graphalytics 2016 ·Proceedings of the VLDB Endowment ·Alexandru Iosup, Tim Hegeman, (unknown), (unknown), Arnau Prat-Pèrez, (unknown), (unknown), Mihai Capotă, Narayanan Sundaram, Michael Anderson, (unknown), Yinglong Xia, Lifeng Nai, Peter Boncz	82
11	Exploring big graph computing — An empirical study from architectural perspective 2016 ·Journal of Parallel and Distributed Computing ·Lifeng Nai, Yinglong Xia, (unknown), Hyesoon Kim	9
12	Analyzing Consistency Issues in HMC Atomics 2016 ·(unknown), Lifeng Nai, Hyesoon Kim	2
13	GraphBIG 2015 ·Lifeng Nai, Yinglong Xia, (unknown), Hyesoon Kim, Ching‐Yung Lin	128
14	Instruction Offloading with HMC 2.0 Standard 2015 ·Lifeng Nai, Hyesoon Kim	25
15	Concurrent image query using local random walk with restart on large scale graphs 2014 ·Yinglong Xia, Jui-Hsin Lai, Lifeng Nai, Ching‐Yung Lin	3
16	A Highly Efficient Runtime and Graph Library for Large Scale Graph Analytics 2014 ·(unknown), Yinglong Xia, Lifeng Nai, Yanbin Liu, Wei Tan, (unknown), Ching‐Yung Lin	16
17	TBPoint: Reducing Simulation Time for Large-Scale GPGPU Kernels 2014 ·(unknown), Lifeng Nai, Hyesoon Kim, Hsien-Hsin S. Lee	15
18	Graph analytics and storage 2014 ·Yinglong Xia, (unknown), Lifeng Nai, Wei Tan, Yanbin Liu, (unknown), Ching‐Yung Lin	10
19	Cache-conscious graph collaborative filtering on multi-socket multicore systems 2014 ·Lifeng Nai, Yinglong Xia, Ching‐Yung Lin, Bo Hong, Hsien-Hsin S. Lee	4

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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