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ORCIDYuhao Zhu 0001
Person information
- affiliation: University of Rochester, Rochester, NY, USA
Other persons with the same name
- Yuhao Zhu 0002
![[0000-0002-0206-8047]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0002-0206-8047")
— Shanghai Jiao Tong University, Shanghai, China - Yuhao Zhu 0003 — National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing, China
- Yuhao Zhu 0004 — Xi'an Jiaotong-Liverpool University, Suzhou, China
- Yuhao Zhu 0005 — Xidian University, School of Telecommunication Engineering, Xi'an, China
- Yuhao Zhu 0006 — Fudan University, School of Computer Science, Shanghai, China
- Yuhao Zhu 0007 — Shandong University, School of Control Science and Engineering, Jinan, China
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2020 – today
- 2024
[j13]Zishen Wan, Yiming Gan, Bo Yu, Shaoshan Liu, Arijit Raychowdhury, Yuhao Zhu:
The Vulnerability-Adaptive Protection Paradigm. Commun. ACM 67(9): 66-77 (2024)- [c63]Yue Guan, Yuxian Qiu, Jingwen Leng, Fan Yang, Shuo Yu, Yunxin Liu, Yu Feng, Yuhao Zhu, Lidong Zhou, Yun Liang, Chen Zhang, Chao Li, Minyi Guo:
Amanda: Unified Instrumentation Framework for Deep Neural Networks. ASPLOS (1) 2024: 1-18 - [c62]Nisarg Ujjainkar, Ethan Shahan, Kenneth Chen, Budmonde Duinkharjav, Qi Sun, Yuhao Zhu:
Exploiting Human Color Discrimination for Memory- and Energy-Efficient Image Encoding in Virtual Reality. ASPLOS (1) 2024: 166-180 - [c61]Zihan Liu, Wentao Ni, Jingwen Leng, Yu Feng, Cong Guo, Quan Chen, Chao Li, Minyi Guo, Yuhao Zhu:
JUNO: Optimizing High-Dimensional Approximate Nearest Neighbour Search with Sparsity-Aware Algorithm and Ray-Tracing Core Mapping. ASPLOS (2) 2024: 549-565 - [c60]Yu Feng, Tianrui Ma, Yuhao Zhu, Xuan Zhang:
BlissCam: Boosting Eye Tracking Efficiency with Learned In-Sensor Sparse Sampling. ISCA 2024: 1262-1277 - [c59]Yu Feng, Zihan Liu, Jingwen Leng, Minyi Guo, Yuhao Zhu:
Cicero: Addressing Algorithmic and Architectural Bottlenecks in Neural Rendering by Radiance Warping and Memory Optimizations. ISCA 2024: 1293-1308 - [c58]Abhishek Tyagi, Reiley Jeyapaul, Chuteng Zhou, Paul N. Whatmough, Yuhao Zhu:
Characterizing Soft-Error Resiliency in Arm's Ethos-U55 Embedded Machine Learning Accelerator. ISPASS 2024: 96-108 - [c57]Yuhao Zhu, Ethan Chen, Colin Hascup, Yukang Yan, Gaurav Sharma:
Computational Trichromacy Reconstruction: Empowering the Color-Vision Deficient to Recognize Colors Using Augmented Reality. UIST 2024: 90:1-90:17 - [i51]Abhishek Tyagi, Reiley Jeyapaul, Chuteng Zhu, Paul N. Whatmough, Yuhao Zhu:
Characterizing Soft-Error Resiliency in Arm's Ethos-U55 Embedded Machine Learning Accelerator. CoRR abs/2404.09317 (2024) - [i50]Yu Feng, Zihan Liu, Jingwen Leng, Minyi Guo, Yuhao Zhu:
Cicero: Addressing Algorithmic and Architectural Bottlenecks in Neural Rendering by Radiance Warping and Memory Optimizations. CoRR abs/2404.11852 (2024) - [i49]Yu Feng, Tianrui Ma, Yuhao Zhu, Xuan Zhang:
BlissCam: Boosting Eye Tracking Efficiency with Learned In-Sensor Sparse Sampling. CoRR abs/2404.15733 (2024) - [i48]Weikai Lin, Yu Feng, Yuhao Zhu:
RTGS: Enabling Real-Time Gaussian Splatting on Mobile Devices Using Efficiency-Guided Pruning and Foveated Rendering. CoRR abs/2407.00435 (2024) - [i47]Yuhao Zhu, Ethan Chen, Colin Hascup, Yukang Yan, Gaurav Sharma:
Computational Trichromacy Reconstruction: Empowering the Color-Vision Deficient to Recognize Colors Using Augmented Reality. CoRR abs/2408.01895 (2024) - [i46]Yu Feng, Weikai Lin, Zihan Liu, Jingwen Leng, Minyi Guo, Han Zhao, Xiaofeng Hou, Jieru Zhao, Yuhao Zhu:
Potamoi: Accelerating Neural Rendering via a Unified Streaming Architecture. CoRR abs/2408.06608 (2024) - [i45]Ethan Chen, Jiwon Chang, Yuhao Zhu:
CoolerSpace: A Language for Physically Correct and Computationally Efficient Color Programming. CoRR abs/2409.02771 (2024) - [i44]Zishen Wan, Yiming Gan, Bo Yu, Shaoshan Liu, Arijit Raychowdhury, Yuhao Zhu:
VAP: The Vulnerability-Adaptive Protection Paradigm Toward Reliable Autonomous Machines. CoRR abs/2409.19892 (2024) - 2023
- [j12]Qiang Liu, Yuhui Hao, Weizhuang Liu, Bo Yu, Yiming Gan, Jie Tang, Shaoshan Liu, Yuhao Zhu:
An Energy Efficient and Runtime Reconfigurable Accelerator for Robotic Localization. IEEE Trans. Computers 72(7): 1943-1957 (2023) - [c56]Yuhui Hao, Yiming Gan, Bo Yu, Qiang Liu, Shaoshan Liu, Yuhao Zhu:
BLITZCRANK: Factor Graph Accelerator for Motion Planning. DAC 2023: 1-6 - [c55]Yu Feng, Tianrui Ma, Adith Boloor, Yuhao Zhu, Xuan Zhang:
Invited Paper: Learned In-Sensor Visual Computing: From Compression to Eventification. ICCAD 2023: 1-9 - [c54]Cong Guo, Jiaming Tang, Weiming Hu, Jingwen Leng, Chen Zhang, Fan Yang, Yunxin Liu, Minyi Guo, Yuhao Zhu:
OliVe: Accelerating Large Language Models via Hardware-friendly Outlier-Victim Pair Quantization. ISCA 2023: 3:1-3:15 - [c53]Tianrui Ma, Yu Feng, Xuan Zhang, Yuhao Zhu:
CAMJ: Enabling System-Level Energy Modeling and Architectural Exploration for In-Sensor Visual Computing. ISCA 2023: 29:1-29:14 - [c52]Nisarg Ujjainkar, Jingwen Leng, Yuhao Zhu:
ImaGen: A General Framework for Generating Memory- and Power-Efficient Image Processing Accelerators. ISCA 2023: 41:1-41:13 - [c51]Kenneth Chen, Budmonde Duinkharjav, Nisarg Ujjainkar, Ethan Shahan, Abhishek Tyagi, Jiayi He, Yuhao Zhu, Qi Sun:
Imperceptible Color Modulation for Power Saving in VR/AR. SIGGRAPH Emerging Technologies 2023: 8:1-8:2 - [c50]Yuhao Zhu:
Teaching color science to EECS students using interactive tutorials: Tools and lessons. Visualization and Data Analysis 2023: 1-9 - [c49]Elias Neuman-Donihue, Michael Jarvis, Yuhao Zhu:
FastPoints: A state-of-the-art point cloud renderer for Unity. Visualization and Data Analysis 2023: 394-1 - [c48]Yu Feng, Patrick Hansen, Paul N. Whatmough, Guoyu Lu, Yuhao Zhu:
Fast and Accurate: Video Enhancement Using Sparse Depth. WACV 2023: 4481-4489 - [i43]Elias Neuman-Donihue, Michael Jarvis, Yuhao Zhu:
FastPoints: A State-of-the-Art Point Cloud Renderer for Unity. CoRR abs/2302.05002 (2023) - [i42]Tianrui Ma, Yu Feng, Xuan Zhang, Yuhao Zhu:
CamJ: Enabling System-Level Energy Modeling and Architectural Exploration for In-Sensor Visual Computing. CoRR abs/2304.03320 (2023) - [i41]Nisarg Ujjainkar, Jingwen Leng, Yuhao Zhu:
ImaGen: A General Framework for Generating Memory- and Power-Efficient Image Processing Accelerators. CoRR abs/2304.03352 (2023) - [i40]Cong Guo, Jiaming Tang, Weiming Hu, Jingwen Leng, Chen Zhang, Fan Yang, Yunxin Liu, Minyi Guo, Yuhao Zhu:
OliVe: Accelerating Large Language Models via Hardware-friendly Outlier-Victim Pair Quantization. CoRR abs/2304.07493 (2023) - [i39]Shuang Wu, Bo Yu, Shaoshan Liu, Yuhao Zhu:
Autonomy 2.0: The Quest for Economies of Scale. CoRR abs/2307.03973 (2023) - [i38]Nisarg Ujjainkar, Ethan Shahan, Kenneth Chen, Budmonde Duinkharjav, Qi Sun, Yuhao Zhu:
Exploiting Human Color Discrimination for Memory- and Energy-Efficient Image Encoding in Virtual Reality. CoRR abs/2310.00441 (2023) - [i37]Zihan Liu, Wentao Ni, Jingwen Leng, Yu Feng, Cong Guo, Quan Chen, Chao Li, Minyi Guo, Yuhao Zhu:
JUNO: Optimizing High-Dimensional Approximate Nearest Neighbour Search with Sparsity-Aware Algorithm and Ray-Tracing Core Mapping. CoRR abs/2312.01712 (2023) - 2022
- [j11]Budmonde Duinkharjav, Kenneth Chen, Abhishek Tyagi, Jiayi He, Yuhao Zhu, Qi Sun:
Color-Perception-Guided Display Power Reduction for Virtual Reality. ACM Trans. Graph. 41(6): 210:1-210:16 (2022) - [j10]Shaoshan Liu, Bo Yu, Jie Tang, Yuhao Zhu, Xue Liu:
Communication Challenges in Infrastructure-Vehicle Cooperative Autonomous Driving: A Field Deployment Perspective. IEEE Wirel. Commun. 29(4): 126-131 (2022) - [c47]Yue Guan, Zhengyi Li, Zhouhan Lin, Yuhao Zhu, Jingwen Leng, Minyi Guo:
Block-Skim: Efficient Question Answering for Transformer. AAAI 2022: 10710-10719 - [c46]Zhi Gang Liu, Paul N. Whatmough, Yuhao Zhu, Matthew Mattina:
S2TA: Exploiting Structured Sparsity for Energy-Efficient Mobile CNN Acceleration. HPCA 2022: 573-586 - [c45]Yuhui Hao, Bo Yu, Qiang Liu, Shaoshan Liu, Yuhao Zhu:
Factor Graph Accelerator for LiDAR-Inertial Odometry (Invited Paper). ICCAD 2022: 103:1-103:7 - [c44]Cong Guo, Yuxian Qiu, Jingwen Leng, Xiaotian Gao, Chen Zhang, Yunxin Liu, Fan Yang, Yuhao Zhu, Minyi Guo:
SQuant: On-the-Fly Data-Free Quantization via Diagonal Hessian Approximation. ICLR 2022 - [c43]Yu Feng, Gunnar Hammonds, Yiming Gan, Yuhao Zhu:
Crescent: taming memory irregularities for accelerating deep point cloud analytics. ISCA 2022: 962-977 - [c42]Yiming Gan, Paul N. Whatmough, Jingwen Leng, Bo Yu, Shaoshan Liu, Yuhao Zhu:
Braum: Analyzing and Protecting Autonomous Machine Software Stack. ISSRE 2022: 85-96 - [c41]Cong Guo, Chen Zhang, Jingwen Leng, Zihan Liu, Fan Yang, Yunxin Liu, Minyi Guo, Yuhao Zhu:
ANT: Exploiting Adaptive Numerical Data Type for Low-bit Deep Neural Network Quantization. MICRO 2022: 1414-1433 - [c40]Yuhao Zhu:
RTNN: accelerating neighbor search using hardware ray tracing. PPoPP 2022: 76-89 - [c39]Sifan Ye, Ting Wu, Michael Jarvis, Yuhao Zhu:
Digital reconstruction of Elmina Castle for mobile virtual reality via point-based detail transfer. Visualization and Data Analysis 2022: 1-8 - [c38]Yu Feng, Nathan Goulding-Hotta, Asif Khan, Hans Reyserhove, Yuhao Zhu:
Real-Time Gaze Tracking with Event-Driven Eye Segmentation. VR 2022: 399-408 - [i36]Yuhao Zhu:
RTNN: Accelerating Neighbor Search Using Hardware Ray Tracing. CoRR abs/2201.01366 (2022) - [i35]Yu Feng, Nathan Goulding-Hotta, Asif Khan, Hans Reyserhove, Yuhao Zhu:
Real-Time Gaze Tracking with Event-Driven Eye Segmentation. CoRR abs/2201.07367 (2022) - [i34]Cong Guo, Yuxian Qiu, Jingwen Leng, Xiaotian Gao, Chen Zhang, Yunxin Liu, Fan Yang, Yuhao Zhu, Minyi Guo:
SQuant: On-the-Fly Data-Free Quantization via Diagonal Hessian Approximation. CoRR abs/2202.07471 (2022) - [i33]Yu Feng, Gunnar Hammonds, Yiming Gan, Yuhao Zhu:
Crescent: Taming Memory Irregularities for Accelerating Deep Point Cloud Analytics. CoRR abs/2204.10707 (2022) - [i32]Cong Guo, Chen Zhang, Jingwen Leng, Zihan Liu, Fan Yang, Yunxin Liu, Minyi Guo, Yuhao Zhu:
ANT: Exploiting Adaptive Numerical Data Type for Low-bit Deep Neural Network Quantization. CoRR abs/2208.14286 (2022) - [i31]Yuhui Hao, Bo Yu, Qiang Liu, Shaoshan Liu, Yuhao Zhu:
Factor Graph Accelerator for LiDAR-Inertial Odometry. CoRR abs/2209.02207 (2022) - [i30]Budmonde Duinkharjav, Kenneth Chen, Abhishek Tyagi, Jiayi He, Yuhao Zhu, Qi Sun:
Color-Perception-Guided Display Power Reduction for Virtual Reality. CoRR abs/2209.07610 (2022) - [i29]Abhishek Tyagi, Yiming Gan, Shaoshan Liu, Bo Yu, Paul N. Whatmough, Yuhao Zhu:
Thales: Formulating and Estimating Architectural Vulnerability Factors for DNN Accelerators. CoRR abs/2212.02649 (2022) - 2021
- [c37]Yiming Gan, Bo Yu, Boyuan Tian, Leimeng Xu, Wei Hu, Shaoshan Liu, Qiang Liu, Yanjun Zhang, Jie Tang, Yuhao Zhu:
Eudoxus: Characterizing and Accelerating Localization in Autonomous Machines Industry Track Paper. HPCA 2021: 827-840 - [c36]Yawen Lu, Yuhao Zhu, Guoyu Lu:
3D SceneFlowNet: Self-Supervised 3D Scene Flow Estimation Based on Graph CNN. ICIP 2021: 3647-3651 - [c35]Yangjie Zhou, Mengtian Yang, Cong Guo, Jingwen Leng, Yun Liang, Quan Chen, Minyi Guo, Yuhao Zhu:
Characterizing and Demystifying the Implicit Convolution Algorithm on Commercial Matrix-Multiplication Accelerators. IISWC 2021: 214-225 - [c34]Weizhuang Liu, Bo Yu, Yiming Gan, Qiang Liu, Jie Tang, Shaoshan Liu, Yuhao Zhu:
Archytas: A Framework for Synthesizing and Dynamically Optimizing Accelerators for Robotic Localization. MICRO 2021: 479-493 - [c33]Shaoshan Liu, Bo Yu, Yahui Liu, Kunai Zhang, Yisong Qiao, Thomas Yuang Li, Jie Tang, Yuhao Zhu:
Brief Industry Paper: The Matter of Time - A General and Efficient System for Precise Sensor Synchronization in Robotic Computing. RTAS 2021: 413-416 - [c32]Joshua Romphf, Elias Neuman-Donihue, Gregory Heyworth, Yuhao Zhu:
Resurrect3D: An Open and Customizable Platform for Visualizing and Analyzing Cultural Heritage Artifacts. Web3D 2021: 10:1-10:7 - [i28]Yu Feng, Patrick Hansen, Paul N. Whatmough, Guoyu Lu, Yuhao Zhu:
A LiDAR-Guided Framework for Video Enhancement. CoRR abs/2103.08764 (2021) - [i27]Shaoshan Liu, Bo Yu, Yahui Liu, Kunai Zhang, Yisong Qiao, Thomas Yuang Li, Jie Tang, Yuhao Zhu:
The Matter of Time - A General and Efficient System for Precise Sensor Synchronization in Robotic Computing. CoRR abs/2103.16045 (2021) - [i26]Joshua Romphf, Elias Neuman-Donihue, Gregory Heyworth, Yuhao Zhu:
Resurrect3D: An Open and Customizable Platform for Visualizing and Analyzing Cultural Heritage Artifacts. CoRR abs/2106.09509 (2021) - [i25]Zhi Gang Liu, Paul N. Whatmough, Yuhao Zhu, Matthew Mattina:
S2TA: Exploiting Structured Sparsity for Energy-Efficient Mobile CNN Acceleration. CoRR abs/2107.07983 (2021) - [i24]Zhihui Zhang, Jingwen Leng, Shuwen Lu, Youshan Miao, Yijia Diao, Minyi Guo, Chao Li, Yuhao Zhu:
ZIPPER: Exploiting Tile- and Operator-level Parallelism for General and Scalable Graph Neural Network Acceleration. CoRR abs/2107.08709 (2021) - [i23]Shaoshan Liu, Yuhao Zhu, Bo Yu, Jean-Luc Gaudiot, Guang R. Gao:
The Promise of Dataflow Architectures in the Design of Processing Systems for Autonomous Machines. CoRR abs/2109.07047 (2021) - [i22]Yangjie Zhou, Mengtian Yang, Cong Guo, Jingwen Leng, Yun Liang, Quan Chen, Minyi Guo, Yuhao Zhu:
Characterizing and Demystifying the Implicit Convolution Algorithm on Commercial Matrix-Multiplication Accelerators. CoRR abs/2110.03901 (2021) - [i21]Yue Guan, Zhengyi Li, Jingwen Leng, Zhouhan Lin, Minyi Guo, Yuhao Zhu:
Block-Skim: Efficient Question Answering for Transformer. CoRR abs/2112.08560 (2021) - 2020
- [j9]Yue Leng, Jian Huang, Chi-Chun Chen, Qiuyue Sun, Yuhao Zhu:
Energy-Efficient Video Processing for Virtual Reality. IEEE Micro 40(3): 30-36 (2020) - [c31]Yiming Gan, Yuxian Qiu, Lele Chen, Jingwen Leng, Yuhao Zhu:
Low-Latency Proactive Continuous Vision. PACT 2020: 329-342 - [c30]Haichuan Yang, Shupeng Gui, Yuhao Zhu, Ji Liu:
Automatic Neural Network Compression by Sparsity-Quantization Joint Learning: A Constrained Optimization-Based Approach. CVPR 2020: 2175-2185 - [c29]Cong Guo, Yangjie Zhou, Jingwen Leng, Yuhao Zhu, Zidong Du, Quan Chen, Chao Li, Bin Yao, Minyi Guo:
Balancing Efficiency and Flexibility for DNN Acceleration via Temporal GPU-Systolic Array Integration. DAC 2020: 1-6 - [c28]Qiuyue Sun, Amir Taherin, Yawo Siatitse, Yuhao Zhu:
Energy-Efficient 360-Degree Video Rendering on FPGA via Algorithm-Architecture Co-Design. FPGA 2020: 97-103 - [c27]Yu Feng, Shaoshan Liu, Yuhao Zhu:
Real-Time Spatio-Temporal LiDAR Point Cloud Compression. IROS 2020: 10766-10773 - [c26]Ananda Samajdar, Jan Moritz Joseph, Yuhao Zhu, Paul N. Whatmough, Matthew Mattina, Tushar Krishna:
A Systematic Methodology for Characterizing Scalability of DNN Accelerators using SCALE-Sim. ISPASS 2020: 58-68 - [c25]Yiming Gan, Yuxian Qiu, Jingwen Leng, Minyi Guo, Yuhao Zhu:
Ptolemy: Architecture Support for Robust Deep Learning. MICRO 2020: 241-255 - [c24]Yu Feng, Boyuan Tian, Tiancheng Xu, Paul N. Whatmough, Yuhao Zhu:
Mesorasi: Architecture Support for Point Cloud Analytics via Delayed-Aggregation. MICRO 2020: 1037-1050 - [c23]Bo Yu, Wei Hu, Leimeng Xu, Jie Tang, Shaoshan Liu, Yuhao Zhu:
Building the Computing System for Autonomous Micromobility Vehicles: Design Constraints and Architectural Optimizations. MICRO 2020: 1067-1081 - [c22]Cong Guo, Bo Yang Hsueh, Jingwen Leng, Yuxian Qiu, Yue Guan, Zehuan Wang, Xiaoying Jia, Xipeng Li, Minyi Guo, Yuhao Zhu:
Accelerating sparse DNN models without hardware-support via tile-wise sparsity. SC 2020: 16 - [i20]Cong Guo, Yangjie Zhou, Jingwen Leng, Yuhao Zhu, Zidong Du, Quan Chen, Chao Li, Minyi Guo, Bin Yao:
Balancing Efficiency and Flexibility for DNN Acceleration via Temporal GPU-Systolic Array Integration. CoRR abs/2002.08326 (2020) - [i19]Yu Feng, Boyuan Tian, Tiancheng Xu, Paul N. Whatmough, Yuhao Zhu:
Mesorasi: Architecture Support for Point Cloud Analytics via Delayed-Aggregation. CoRR abs/2008.06967 (2020) - [i18]Yu Feng, Shaoshan Liu, Yuhao Zhu:
Real-Time Spatio-Temporal LiDAR Point Cloud Compression. CoRR abs/2008.06972 (2020) - [i17]Yiming Gan, Yuxian Qiu, Jingwen Leng, Minyi Guo, Yuhao Zhu:
Ptolemy: Architecture Support for Robust Deep Learning. CoRR abs/2008.09954 (2020) - [i16]Cong Guo, Bo Yang Hsueh, Jingwen Leng, Yuxian Qiu, Yue Guan, Zehuan Wang, Xiaoying Jia, Xipeng Li, Minyi Guo, Yuhao Zhu:
Accelerating Sparse DNN Models without Hardware-Support via Tile-Wise Sparsity. CoRR abs/2008.13006 (2020) - [i15]Zishen Wan, Bo Yu, Thomas Yuang Li, Jie Tang, Yuhao Zhu, Yu Wang, Arijit Raychowdhury, Shaoshan Liu:
A Survey of FPGA-Based Robotic Computing. CoRR abs/2009.06034 (2020) - [i14]Carlos Mauricio Villegas Burgos, Tianqi Yang, Nick Vamivakas, Yuhao Zhu:
End-to-End Framework for Efficient Deep Learning Using Metasurfaces Optics. CoRR abs/2011.11728 (2020) - [i13]Yiming Gan, Yu Bo, Boyuan Tian, Leimeng Xu, Wei Hu, Shaoshan Liu, Qiang Liu, Yanjun Zhang, Jie Tang, Yuhao Zhu:
Eudoxus: Characterizing and Accelerating Localization in Autonomous Machines. CoRR abs/2012.01353 (2020) - [i12]Sifan Ye, Ting Wu, Michael Jarvis, Yuhao Zhu:
Digital Reconstruction of Elmina Castle for Mobile Virtual Reality via Point-based Detail Transfer. CoRR abs/2012.10739 (2020)
2010 – 2019
- 2019
- [j8]Yiming Gan, Yuxian Qiu, Jingwen Leng, Yuhao Zhu:
SVSoC: Speculative Vision Systems-on-a-Chip. IEEE Comput. Archit. Lett. 18(1): 47-50 (2019) - [c21]Yuxian Qiu, Jingwen Leng, Cong Guo, Quan Chen, Chao Li, Minyi Guo, Yuhao Zhu:
Adversarial Defense Through Network Profiling Based Path Extraction. CVPR 2019: 4777-4786 - [c20]Haichuan Yang, Yuhao Zhu, Ji Liu:
ECC: Platform-Independent Energy-Constrained Deep Neural Network Compression via a Bilinear Regression Model. CVPR 2019: 11206-11215 - [c19]Haichuan Yang, Yuhao Zhu, Ji Liu:
Energy-Constrained Compression for Deep Neural Networks via Weighted Sparse Projection and Layer Input Masking. ICLR (Poster) 2019 - [c18]Yu Feng, Yuhao Zhu:
PES: proactive event scheduling for responsive and energy-efficient mobile web computing. ISCA 2019: 66-78 - [c17]Yue Leng, Chi-Chun Chen, Qiuyue Sun, Jian Huang, Yuhao Zhu:
Energy-efficient video processing for virtual reality. ISCA 2019: 91-103 - [c16]Yu Emma Wang, Yuhao Zhu, Glenn G. Ko, Brandon Reagen, Gu-Yeon Wei, David Brooks:
Demystifying Bayesian Inference Workloads. ISPASS 2019: 177-189 - [c15]Tiancheng Xu, Boyuan Tian, Yuhao Zhu:
Tigris: Architecture and Algorithms for 3D Perception in Point Clouds. MICRO 2019: 629-642 - [c14]Yu Feng, Paul N. Whatmough, Yuhao Zhu:
ASV: Accelerated Stereo Vision System. MICRO 2019: 643-656 - [c13]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. VEE 2019: 152-164 - [i11]Yuxian Qiu, Jingwen Leng, Cong Guo, Quan Chen, Chao Li, Minyi Guo, Yuhao Zhu:
Adversarial Defense Through Network Profiling Based Path Extraction. CoRR abs/1904.08089 (2019) - [i10]Haichuan Yang, Shupeng Gui, Yuhao Zhu, Ji Liu:
Learning Sparsity and Quantization Jointly and Automatically for Neural Network Compression via Constrained Optimization. CoRR abs/1910.05897 (2019) - [i9]Yu Feng, Yuhao Zhu:
PES: Proactive Event Scheduling for Responsive and Energy-Efficient Mobile Web Computing. CoRR abs/1911.07787 (2019) - [i8]Tiancheng Xu, Boyuan Tian, Yuhao Zhu:
Tigris: Architecture and Algorithms for 3D Perception in Point Clouds. CoRR abs/1911.07841 (2019) - [i7]Yu Feng, Paul N. Whatmough, Yuhao Zhu:
ASV: Accelerated Stereo Vision System. CoRR abs/1911.07919 (2019) - 2018
- [c12]Yue Leng, Chi-Chun Chen, Qiuyue Sun, Jian Huang, Yuhao Zhu:
Semantic-Aware Virtual Reality Video Streaming. APSys 2018: 21:1-21:7 - [c11]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. IPDPS 2018: 244-253 - [c10]Yuhao Zhu, Anand Samajdar, Matthew Mattina, Paul N. Whatmough:
Euphrates: Algorithm-SoC Co-Design for Low-Power Mobile Continuous Vision. ISCA 2018: 547-560 - [i6]Yuhao Zhu, Matthew Mattina, Paul N. Whatmough:
Mobile Machine Learning Hardware at ARM: A Systems-on-Chip (SoC) Perspective. CoRR abs/1801.06274 (2018) - [i5]Yuhao Zhu, Gu-Yeon Wei, David M. Brooks:
Cloud No Longer a Silver Bullet, Edge to the Rescue. CoRR abs/1802.05943 (2018) - [i4]Yuhao Zhu, Anand Samajdar, Matthew Mattina, Paul N. Whatmough:
Euphrates: Algorithm-SoC Co-Design for Low-Power Mobile Continuous Vision. CoRR abs/1803.11232 (2018) - [i3]Haichuan Yang, Yuhao Zhu, Ji Liu:
End-to-End Learning of Energy-Constrained Deep Neural Networks. CoRR abs/1806.04321 (2018) - [i2]Ananda Samajdar, Yuhao Zhu, Paul N. Whatmough, Matthew Mattina, Tushar Krishna:
SCALE-Sim: Systolic CNN Accelerator. CoRR abs/1811.02883 (2018) - [i1]Haichuan Yang, Yuhao Zhu, Ji Liu:
ECC: Energy-Constrained Deep Neural Network Compression via a Bilinear Regression Model. CoRR abs/1812.01803 (2018) - 2017
- [j7]Peter Bailis, Jean Yang, Vijay Janapa Reddi, Yuhao Zhu:
Research for practice: web security and mobile web computing. Commun. ACM 60(1): 50-53 (2017) - [j6]Yuhao Zhu, Vijay Janapa Reddi, Robert Adolf, Saketh Rama, Brandon Reagen, Gu-Yeon Wei, David M. Brooks:
Cognitive Computing Safety: The New Horizon for Reliability / The Design and Evolution of Deep Learning Workloads. IEEE Micro 37(1): 15-21 (2017) - [j5]Yuhao Zhu, Vijay Janapa Reddi:
Optimizing General-Purpose CPUs for Energy-Efficient Mobile Web Computing. ACM Trans. Comput. Syst. 35(1): 1:1-1:31 (2017) - 2016
- [j4]Jean Yang, Vijay Janapa Reddi, Yuhao Zhu, Peter Bailis:
Research for Practice: Web Security and Mobile Web Computing. ACM Queue 14(4): 80 (2016) - [c9]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. HPCA 2016: 64-76 - [c8]Yuhao Zhu, Vijay Janapa Reddi:
GreenWeb: language extensions for energy-efficient mobile web computing. PLDI 2016: 145-160 - 2015
- [j3]Yuhao Zhu, Matthew Halpern, Vijay Janapa Reddi:
The Role of the CPU in Energy-Efficient Mobile Web Browsing. IEEE Micro 35(1): 26-33 (2015) - [c7]Yuhao Zhu, Matthew Halpern, Vijay Janapa Reddi:
Event-based scheduling for energy-efficient QoS (eQoS) in mobile Web applications. HPCA 2015: 137-149 - [c6]Matthew Halpern, Yuhao Zhu, Ramesh Peri, Vijay Janapa Reddi:
Mosaic: cross-platform user-interaction record and replay for the fragmented android ecosystem. ISPASS 2015: 215-224 - [c5]Yuhao Zhu, Daniel Richins, Matthew Halpern, Vijay Janapa Reddi:
Microarchitectural implications of event-driven server-side web applications. MICRO 2015: 762-774 - 2014
- [j2]Yuhao Zhu, Aditya Srikanth, Jingwen Leng, Vijay Janapa Reddi:
Exploiting Webpage Characteristics for Energy-Efficient Mobile Web Browsing. IEEE Comput. Archit. Lett. 13(1): 33-36 (2014) - [c4]Yuhao Zhu, Vijay Janapa Reddi:
WebCore: Architectural support for mobile Web browsing. ISCA 2014: 541-552 - 2013
- [c3]Yuhao Zhu, Vijay Janapa Reddi:
High-performance and energy-efficient mobile web browsing on big/little systems. HPCA 2013: 13-24 - 2011
- [j1]Yuhao Zhu, Bo D. Wang, Yangdong Deng:
Massively Parallel Logic Simulation with GPUs. ACM Trans. Design Autom. Electr. Syst. 16(3): 29:1-29:20 (2011) - [c2]Yuhao Zhu, Yangdong Deng, Yubei Chen:
Hermes: an integrated CPU/GPU microarchitecture for IP routing. DAC 2011: 1044-1049 - 2010
- [c1]Bo D. Wang, Yuhao Zhu, Yangdong Deng:
Distributed time, conservative parallel logic simulation on GPUs. DAC 2010: 761-766
Coauthor Index
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