Publications

MICRO 2019 Yu Feng, Paul Whatmough, Yuhao Zhu
ASV: Accelerated Stereo Vision System
[talk]
[teaser]
[algorithm]
[optimizer]
MICRO 2019 Tiancheng Xu*, Boyuan Tian*, Yuhao Zhu (* Co-primary authors)
Tigris: Architecture and Algorithms for 3D Perception in Point Clouds
★ Best Paper Candidate
[talk]
[teaser]
[software]
WAX 2019 Samuel Triest, Daniel Nikolov, Jannick Rolland, Yuhao Zhu
Co-Optimization of Optics, Architecture, and Vision Algorithms
[talk]
ISCA 2019 Yu Feng, Yuhao Zhu
PES: Proactive Event Scheduling for Responsive and Energy-Efficient Mobile Web Computing
[talk]
[teaser]
ISCA 2019 Yue Leng*, Chi-chun Chen*, Qiuyue Sun, Jian Huang, Yuhao Zhu (* Co-primary authors)
Energy-Efficient Video Processing for Virtual Reality
[talk]
[teaser]
ICLR 2019 Haichuan Yang, Yuhao Zhu, Ji Liu
Energy-Constrained Compression for Deep Neural Networks via Weighted Sparse Projection and Layer Input Masking
[poster]
[code]
CVPR 2019 Haichuan Yang, Yuhao Zhu, Ji Liu
ECC: Platform-Independent Energy-Constrained Deep Neural Network Compression via a Bilinear Regression Model
[poster]
[code] [supplemental]
CVPR 2019 Yuxian Qiu, Jingwen Leng, Cong Guo, Quan Chen, Chao Li, Minyi Guo, Yuhao Zhu
Adversarial Defense Through Network Profiling Based Path Extraction
[poster]
[supplemental]
CAL 2019 Yiming Gan, Yuxian Qiu, Jingwen Leng, Yuhao Zhu
SVSoC: Speculative Vision Systems-on-a-Chip
VEE 2019 Wenzhi Cui, Daniel Richins, Yuhao Zhu, Vijay Janapa Reddi
Tail Latency in Node.js: Energy Efficient Turbo Boosting for Long Latency Requests in Event-Driven Web Services
[talk]
ISPASS 2019 Yu Wang, Yuhao Zhu, Glenn Ko, Brandon Reagen, Gu-Yeon Wei, David Brooks
Demystifying Bayesian Inference Workloads
[benchmark]
ISCA 2018 Yuhao Zhu, Anand Samajdar, Matthew Mattina, Paul Whatmough
Euphrates: Algorithm-SoC Co-Design for Low-Power Mobile Continuous Vision
★ IEEE Micro Top Picks from Computer Architecture Conferences in 2018 (Honorable Mention)
[summary]
[talk]
[teaser]
APSys 2018 Yue Leng*, Chi-chun Chen*, Qiuyue Sun, Jian Huang, Yuhao Zhu (* Co-primary authors)
Semantic-Aware Virtual Reality Video Streaming
IPDPS 2018 Yuwei Hu, Jidong Zhai, Dinghua Li, Yifan Gong, Yuhao Zhu, Wei Liu, Lei Su, Jiangming Jin
BitFlow: Exploiting Vector Parallelism for Binary Neural Networks on CPU
SysML 2018 Yuhao Zhu, Matthew Mattina, Paul Whatmough
Mobile Machine Learning Hardware at ARM: A Systems-on-Chip (SoC) Perspective
arXiv 2018 Yuhao Zhu, Gu-Yeon Wei, David Brooks
Cloud No Longer a Silver Bullet, Edge to the Rescue

Before 2018

TOCS 2017 Yuhao Zhu, Vijay Janapa Reddi
Optimizing General-Purpose CPUs for Energy-Efficient Mobile Web Computing
IEEE Micro 2017 Yuhao Zhu, Vijay Janapa Reddi
Cognitive Computing Safety: The New Horizon for Reliability
CACM 2017 Peter Bailis, Jean Yang, Vijay Janapa Reddi, Yuhao Zhu
Research for Practice: Web Security and Mobile Web Computing
[mobileweb]
Dissertation 2017 Yuhao Zhu
Energy-Efficient Mobile Web Computing
★ Honorable Mention of the ACM SIGARCH/IEEE-CS TCCA Outstanding Dissertation Award
[talk]
[proposal]
PLDI 2016 Yuhao Zhu, Vijay Janapa Reddi
GreenWeb: Language Extensions for Energy-Efficient Mobile Web Computing
[artifacts]
[video]
[talk]
HPCA 2016 Matthew Halpern, Yuhao Zhu, Vijay Janapa Reddi
Mobile CPU’s Rise to Power: Quantifying the Impact of Generational Mobile CPU Design Trends on Performance, Energy, and User Satisfaction
[summary]
[talk]
[data]
ACM Queue 2016 Jean Yang, Vijay Janapa Reddi, Yuhao Zhu, Peter Bailis
Research for Practice: Web Security and Mobile Web Computing
★ Invited Article to the "Research for Practice" (RfP) Column
MICRO 2015 Yuhao Zhu, Daniel Richins, Matthew Halpern, Vijay Janapa Reddi
Microarchitectural Implications of Event-driven Server-side Web Applications
★ IEEE Micro Top Picks from Computer Architecture Conferences in 2015 (Honorable Mention)
[benchmark]
[summary]
[talk]
[teaser]
HPCA 2015 Yuhao Zhu, Matthew Halpern, Vijay Janapa Reddi
Event-Based Scheduling for Energy-Efficient QoS (eQoS) in Mobile Web Applications
[talk]
ISPASS 2015 Matthew Halpern, Yuhao Zhu, Ramesh Peri, Vijay Janapa Reddi
Mosaic: Cross-Platform User-Interaction Record and Replay for the Fragmented Android Ecosystem
[talk]
[mosaic]
IEEE Micro 2015 Yuhao Zhu, Matthew Halpern, Vijay Janapa Reddi
The Role of the CPU in Energy-Efficient Mobile Web Browsing
ISCA 2014 Yuhao Zhu, Matthew Halpern, Vijay Janapa Reddi
WebCore: Architectural Support for Mobile Web Browsing
[summary]
[talk]
[teaser]
IRPS 2014 Chen Zhou, Xiaofei Wang, Weichao Xu, Yuhao Zhu, Vijay Janapa Reddi, Chris Kim
Estimation of Instantaneous Frequency Fluctuation in a Fast DVFS Environment Using an Empirical BTI Stress-Relaxation Model
HPCA 2013 Yuhao Zhu, Vijay Janapa Reddi
High-Performance and Energy-Efficient Mobile Web Browsing on Big/Little Systems
[summary]
[talk]
CAL 2012 Yuhao Zhu, Aditya Srikanth, Jingwen Leng, Vijay Janapa Reddi
Exploiting Webpage Characteristics for Energy-Efficient Mobile Web Browsing
★ Best of Computer Architecture Letters Award for 2014
[talk]
DAC 2011 Yuhao Zhu, Yangdong Deng, Yubei Chen
Hermes: An Integrated CPU/GPU Microarchitecture for IP Routing
[talk]
[tech report]
TODAES 2011 Yuhao Zhu, Bo Wang, Yangdong Deng
Massively Parallel Logic Simulation with GPUs
DAC 2011 Bo Wang, Yuhao Zhu, Yangdong Deng
Distributed Time, Conservative Parallel Logic Simulation on GPUs
[talk]