Hengyu Zhao

According to our database, Hengyu Zhao authored at least 15 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

SambaLingo: Teaching Large Language Models New Languages.

Zoltan Csaki, Bo Li, Jonathan Li, Qiantong Xu, Pian Pawakapan, Leon Zhang, Yun Du, Hengyu Zhao, Changran Hu, Urmish Thakker

CoRR, 2024

Toward a Holistic Performance Evaluation of Large Language Models Across Diverse AI Accelerators.

Murali Emani, Sam Foreman, Varuni Sastry, Zhen Xie, Siddhisanket Raskar, William Arnold, Rajeev Thakur, Venkatram Vishwanath, Michael E. Papka, Sanjif Shanmugavelu, Darshan Gandhi, Hengyu Zhao, Dun Ma, Kiran Ranganath, Rick Weisner, Jiunn-yeu Chen, Yuting Yang, Natalia Vassilieva, Bin C. Zhang, Sylvia Howland, Alexander Tsyplikhin

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

2021

Architecture and System Support for Safety-aware Autonomous Vehicle Design

Hengyu Zhao

PhD thesis, 2021

Suraksha: A Framework to Analyze the Safety Implications of Perception Design Choices in AVs.

Hengyu Zhao, Siva Kumar Sastry Hari, Timothy Tsai, Michael B. Sullivan, Stephen W. Keckler, Jishen Zhao

Proceedings of the 32nd IEEE International Symposium on Software Reliability Engineering, 2021

Suraksha: A Quantitative AV Safety Evaluation Framework to Analyze Safety Implications of Perception Design Choices.

Hengyu Zhao, Siva Kumar Sastry Hari, Timothy Tsai, Michael B. Sullivan, Stephen W. Keckler, Jishen Zhao

Proceedings of the 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2021

2020

Safety Score: A Quantitative Approach to Guiding Safety-Aware Autonomous Vehicle Computing System Design.

Hengyu Zhao, Yubo Zhang, Pingfan Meng, Hui Shi, Li Erran Li, Tiancheng Lou, Jishen Zhao

Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

Implementing binary neural networks in memory with approximate accumulation.

Saransh Gupta, Mohsen Imani, Hengyu Zhao, Fan Wu, Jishen Zhao, Tajana Simunic Rosing

Proceedings of the ISLPED '20: ACM/IEEE International Symposium on Low Power Electronics and Design, 2020

Driving Scenario Perception-Aware Computing System Design in Autonomous Vehicles.

Hengyu Zhao, Yubo Zhang, Pingfan Meng, Hui Shi, Li Erran Li, Tiancheng Lou, Jishen Zhao

Proceedings of the 38th IEEE International Conference on Computer Design, 2020

Vehicular and Edge Computing for Emerging Connected and Autonomous Vehicle Applications.

Sabur Baidya, Yu-Jen Ku, Hengyu Zhao, Jishen Zhao, Sujit Dey

Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

2019

Towards Safety-Aware Computing System Design in Autonomous Vehicles.

Hengyu Zhao, Yubo Zhang, Pingfan Meng, Hui Shi, Li Erran Li, Tiancheng Lou, Jishen Zhao

CoRR, 2019

2018

Processing-in-Memory for Energy-Efficient Neural Network Training: A Heterogeneous Approach.

Jiawen Liu, Hengyu Zhao, Matheus A. Ogleari, Dong Li, Jishen Zhao

Proceedings of the 51st Annual IEEE/ACM International Symposium on Microarchitecture, 2018

Leveraging MLC STT-RAM for energy-efficient CNN training.

Hengyu Zhao, Jishen Zhao

Proceedings of the International Symposium on Memory Systems, 2018

2017

Approximate image storage with multi-level cell STT-MRAM main memory.

Hengyu Zhao, Linuo Xue, Ping Chi, Jishen Zhao

Proceedings of the 2017 IEEE/ACM International Conference on Computer-Aided Design, 2017

2016

Exploring the use of volatile STT-RAM for energy efficient video processing.

Hengyu Zhao, Hongbin Sun, Qiang Yang, Tai Min, Nanning Zheng

Proceedings of the 17th International Symposium on Quality Electronic Design, 2016

2015

Exploiting bit-depth scaling for quality-scalable energy efficient display processing.

Qiubo Chen, Hengyu Zhao, Hongbin Sun, Nanning Zheng

Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015