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Hengyu Zhao
Publication Activity (10 Years)
Years Active: 2015-2021
Publications (10 Years): 12
Top Topics
Neural Network Training
Energy Efficient
Design Choices
Autonomous Vehicles
Top Venues
MICRO
ISQED
MEMSYS
CoRR
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Publications
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Hengyu Zhao
,
Siva Kumar Sastry Hari
,
Timothy Tsai
,
Michael B. Sullivan
,
Stephen W. Keckler
,
Jishen Zhao
Suraksha: A Framework to Analyze the Safety Implications of Perception Design Choices in AVs.
ISSRE
(2021)
Hengyu Zhao
,
Siva Kumar Sastry Hari
,
Timothy Tsai
,
Michael B. Sullivan
,
Stephen W. Keckler
,
Jishen Zhao
Suraksha: A Quantitative AV Safety Evaluation Framework to Analyze Safety Implications of Perception Design Choices.
DSN Workshops
(2021)
Saransh Gupta
,
Mohsen Imani
,
Hengyu Zhao
,
Fan Wu
,
Jishen Zhao
,
Tajana Simunic Rosing
Implementing binary neural networks in memory with approximate accumulation.
ISLPED
(2020)
Hengyu Zhao
,
Yubo Zhang
,
Pingfan Meng
,
Hui Shi
,
Li Erran Li
,
Tiancheng Lou
,
Jishen Zhao
Safety Score: A Quantitative Approach to Guiding Safety-Aware Autonomous Vehicle Computing System Design.
IV
(2020)
Sabur Baidya
,
Yu-Jen Ku
,
Hengyu Zhao
,
Jishen Zhao
,
Sujit Dey
Vehicular and Edge Computing for Emerging Connected and Autonomous Vehicle Applications.
DAC
(2020)
Hengyu Zhao
,
Yubo Zhang
,
Pingfan Meng
,
Hui Shi
,
Li Erran Li
,
Tiancheng Lou
,
Jishen Zhao
Driving Scenario Perception-Aware Computing System Design in Autonomous Vehicles.
ICCD
(2020)
Hengyu Zhao
,
Yubo Zhang
,
Pingfan Meng
,
Hui Shi
,
Li Erran Li
,
Tiancheng Lou
,
Jishen Zhao
Towards Safety-Aware Computing System Design in Autonomous Vehicles.
CoRR
(2019)
Hengyu Zhao
,
Jishen Zhao
Leveraging MLC STT-RAM for energy-efficient CNN training.
MEMSYS
(2018)
Jiawen Liu
,
Hengyu Zhao
,
Matheus A. Ogleari
,
Dong Li
,
Jishen Zhao
Processing-in-Memory for Energy-Efficient Neural Network Training: A Heterogeneous Approach.
MICRO
(2018)
Hengyu Zhao
,
Linuo Xue
,
Ping Chi
,
Jishen Zhao
Approximate image storage with multi-level cell STT-MRAM main memory.
ICCAD
(2017)
Hengyu Zhao
,
Hongbin Sun
,
Qiang Yang
,
Tai Min
,
Nanning Zheng
Exploring the use of volatile STT-RAM for energy efficient video processing.
ISQED
(2016)
Qiubo Chen
,
Hengyu Zhao
,
Hongbin Sun
,
Nanning Zheng
Exploiting bit-depth scaling for quality-scalable energy efficient display processing.
ISCAS
(2015)