Exploiting bit-depth scaling for quality-scalable energy efficient display processing. - Qiubo Chen; Hengyu Zhao; Hongbin Sun 001; Nanning Zheng 001 (ISCAS, 2015)

Exploring the use of volatile STT-RAM for energy efficient video processing. - Hengyu Zhao; Hongbin Sun 001; Qiang Yang; Tai Min; Nanning Zheng 001 (ISQED, 2016)

Approximate image storage with multi-level cell STT-MRAM main memory. - Hengyu Zhao; Linuo Xue; Ping Chi; Jishen Zhao (ICCAD, 2017)

Leveraging MLC STT-RAM for energy-efficient CNN training. - Hengyu Zhao; Jishen Zhao (MEMSYS, 2018)

Processing-in-Memory for Energy-Efficient Neural Network Training: A Heterogeneous Approach. - Jiawen Liu; Hengyu Zhao; Matheus A. Ogleari; Dong Li 001; Jishen Zhao (MICRO, 2018)

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)

Vehicular and Edge Computing for Emerging Connected and Autonomous Vehicle Applications. - Sabur Baidya; Yu-Jen Ku; Hengyu Zhao; Jishen Zhao; Sujit Dey (DAC, 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 (ICCD, 2020)

Implementing binary neural networks in memory with approximate accumulation. - Saransh Gupta; Mohsen Imani; Hengyu Zhao; Fan Wu; Jishen Zhao; Tajana Simunic Rosing (ISLPED, 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 (IV, 2020)

Suraksha: A Quantitative AV Safety Evaluation Framework to Analyze Safety Implications of Perception Design Choices. - Hengyu Zhao; Siva Kumar Sastry Hari; Timothy Tsai 002; Michael B. Sullivan 001; Stephen W. Keckler; Jishen Zhao (DSN Workshops, 2021)

Suraksha: A Framework to Analyze the Safety Implications of Perception Design Choices in AVs. - Hengyu Zhao; Siva Kumar Sastry Hari; Timothy Tsai 002; Michael B. Sullivan 001; Stephen W. Keckler; Jishen Zhao (ISSRE, 2021)

Architecture and System Support for Safety-aware Autonomous Vehicle Design - Hengyu Zhao (2021)

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; et al. (IPDPS (Workshops), 2024)

SambaLingo: Teaching Large Language Models New Languages. - Zoltan Csaki; Bo Li; Jonathan Li 009; Qiantong Xu; Pian Pawakapan; Leon Zhang; Yun Du; Hengyu Zhao; Changran Hu; Urmish Thakker (CoRR, 2024)

MiniCPM4: Ultra-Efficient LLMs on End Devices. - Chaojun Xiao; Yuxuan Li; Xu Han 007; Yuzhuo Bai; Jie Cai; Haotian Chen; Wentong Chen; Xin Cong; Ganqu Cui; Ning Ding 002; Shengda Fan; Yewei Fang; et al. (CoRR, 2025)