Yuhao Zhu - RankMe

154 papers A* 41A 12B 9Misc 4Journal 78Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	Misc	`conf`	Advancing Immersive Content Delivery with Dynamic 3D Gaussian Splatting. HotMobile Nan Wu, Weikai Lin, Ruizhi Cheng, Bo Chen, Yuhao Zhu, Klara Nahrstedt, Bo Han
2025	J	`jnl`	Autonomy 2.0: The Quest for Economies of Scale. Commun. ACM Shuang Wu, Bo Yu, Shaoshan Liu, Yuhao Zhu
2025	J	`jnl`	ControlHair: Physically-based Video Diffusion for Controllable Dynamic Hair Rendering. CoRR Weikai Lin, Haoxiang Li, Yuhao Zhu
2025	A*	`conf`	Dynamic Sparse Training of Diagonally Sparse Networks. ICML Abhishek Tyagi, Arjun Iyer, William H. Renninger, Christopher Kanan, Yuhao Zhu
2025	J	`jnl`	Dynamic Sparse Training of Diagonally Sparse Networks. CoRR Abhishek Tyagi, Arjun Iyer, William H. Renninger, Christopher Kanan, Yuhao Zhu
2025	J	`jnl`	Efficient Dynamic Structured Sparse Training with Learned Shuffles. CoRR Abhishek Tyagi, Arjun Iyer, Liam Young, William H. Renninger, Christopher Kanan, Yuhao Zhu
2025	J	`jnl`	KINDRED: Heterogeneous Split-Lock Architecture for Safe Autonomous Machines. ACM Trans. Archit. Code Optim. Yiming Gan, Jingwen Leng, Bo Yu, Yuhao Zhu
2025	B	`conf`	Latent speech representations learned through self-supervised learning predict listeners' generalization of adaptation across talkers. CogSci Zhengyang Jin, Yuhao Zhu, T. Florian Jaeger
2025	J	`jnl`	Lumina: Real-Time Mobile Neural Rendering by Exploiting Computational Redundancy. CoRR Yu Feng, Weikai Lin, Yuge Cheng, Zihan Liu, Jingwen Leng, Minyi Guo, Chen Chen, Shixuan Sun, Yuhao Zhu
2025	A*	`conf`	Lumina: Real-Time Neural Rendering by Exploiting Computational Redundancy. ISCA Yu Feng, Weikai Lin, Yuge Cheng, Zihan Liu, Jingwen Leng, Minyi Guo, Chen Chen, Shixuan Sun, Yuhao Zhu
2025	—	`conf`	MetaSapiens: Real-Time Neural Rendering with Efficiency-Aware Pruning and Accelerated Foveated Rendering. ASPLOS (1) Weikai Lin, Yu Feng, Yuhao Zhu
2025	J	`jnl`	Modeling and Exploiting the Time Course of Chromatic Adaptation for Display Power Optimizations in Virtual Reality. CoRR Ethan Chen, Sushant Kondguli, Carl S. Marshall, Yuhao Zhu
2025	J	`jnl`	Modeling and Exploiting the Time Course of Chromatic Adaptation for Display Power Optimizations in Virtual Reality. ACM Trans. Graph. Ethan Chen, Sushant Kondguli, Carl S. Marshall, Yuhao Zhu
2025	A*	`conf`	PowerGS: Display-Rendering Power Co-Optimization for Neural Rendering in Power-Constrained XR Systems. SIGGRAPH Asia Weikai Lin, Sushant Kondguli, Carl S. Marshall, Yuhao Zhu
2025	J	`jnl`	PowerGS: Display-Rendering Power Co-Optimization for Neural Rendering in Power-Constrained XR Systems. CoRR Weikai Lin, Sushant Kondguli, Carl S. Marshall, Yuhao Zhu
2025	A	`conf`	PrivateEye: In-Sensor Privacy Preservation Through Optical Feature Separation. WACV Adith Boloor, Weikai Lin, Tianrui Ma, Yu Feng, Yuhao Zhu, Xuan Zhang
2025	A*	`conf`	SEAL: A Single-Event Architecture for In-Sensor Visual Localization. ISCA Ryan Hou, Thomas Twomey, Vasileios Milionis, Evangelos Dikopoulos, Tianrui Ma, Yuhao Zhu, Georgios Tzimpragos
2025	A*	`conf`	SNAPPIX: Efficient-Coding-Inspired In-Sensor Compression for Edge Vision. DAC Weikai Lin, Tianrui Ma, Adith Boloor, Yu Feng, Ruofan Xing, Xuan Zhang, Yuhao Zhu
2025	J	`jnl`	SnapPix: Efficient-Coding-Inspired In-Sensor Compression for Edge Vision. CoRR Weikai Lin, Tianrui Ma, Adith Boloor, Yu Feng, Ruofan Xing, Xuan Zhang, Yuhao Zhu
2025	—	`conf`	StreamGrid: Streaming Point Cloud Analytics via Compulsory Splitting and Deterministic Termination. ASPLOS (2) Yu Feng, Zheng Liu, Weikai Lin, Zihan Liu, Jingwen Leng, Minyi Guo, Zhezhi He, Jieru Zhao, Yuhao Zhu
2025	J	`jnl`	StreamGrid: Streaming Point Cloud Analytics via Compulsory Splitting and Deterministic Termination. CoRR Yu Feng, Zheng Liu, Weikai Lin, Zihan Liu, Jingwen Leng, Minyi Guo, Zhezhi He, Jieru Zhao, Yuhao Zhu
2025	A*	`conf`	VQ-LLM: High-performance Code Generation for Vector Quantization Augmented LLM Inference. HPCA Zihan Liu, Xinhao Luo, Junxian Guo, Wentao Ni, Yangjie Zhou, Yue Guan, Cong Guo, Weihao Cui, Yu Feng, Minyi Guo, Yuhao Zhu, Minjia Zhang, Chen Jin, Jingwen Leng
2025	J	`jnl`	VQ-LLM: High-performance Code Generation for Vector Quantization Augmented LLM Inference. CoRR Zihan Liu, Xinhao Luo, Junxian Guo, Wentao Ni, Yangjie Zhou, Yue Guan, Cong Guo, Weihao Cui, Yu Feng, Minyi Guo, Yuhao Zhu, Minjia Zhang, Jingwen Leng, Chen Jin
2024	—	`conf`	Amanda: Unified Instrumentation Framework for Deep Neural Networks. ASPLOS (1) 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
2024	A*	`conf`	BlissCam: Boosting Eye Tracking Efficiency with Learned In-Sensor Sparse Sampling. ISCA Yu Feng, Tianrui Ma, Yuhao Zhu, Xuan Zhang
2024	J	`jnl`	BlissCam: Boosting Eye Tracking Efficiency with Learned In-Sensor Sparse Sampling. CoRR Yu Feng, Tianrui Ma, Yuhao Zhu, Xuan Zhang
2024	B	`conf`	Characterizing Soft-Error Resiliency in Arm's Ethos-U55 Embedded Machine Learning Accelerator. ISPASS Abhishek Tyagi, Reiley Jeyapaul, Chuteng Zhou, Paul N. Whatmough, Yuhao Zhu
2024	J	`jnl`	Characterizing Soft-Error Resiliency in Arm's Ethos-U55 Embedded Machine Learning Accelerator. CoRR Abhishek Tyagi, Reiley Jeyapaul, Chuteng Zhu, Paul N. Whatmough, Yuhao Zhu
2024	A*	`conf`	Cicero: Addressing Algorithmic and Architectural Bottlenecks in Neural Rendering by Radiance Warping and Memory Optimizations. ISCA Yu Feng, Zihan Liu, Jingwen Leng, Minyi Guo, Yuhao Zhu
2024	J	`jnl`	Cicero: Addressing Algorithmic and Architectural Bottlenecks in Neural Rendering by Radiance Warping and Memory Optimizations. CoRR Yu Feng, Zihan Liu, Jingwen Leng, Minyi Guo, Yuhao Zhu
2024	A*	`conf`	Computational Trichromacy Reconstruction: Empowering the Color-Vision Deficient to Recognize Colors Using Augmented Reality. UIST Yuhao Zhu, Ethan Chen, Colin Hascup, Yukang Yan, Gaurav Sharma
2024	J	`jnl`	Computational Trichromacy Reconstruction: Empowering the Color-Vision Deficient to Recognize Colors Using Augmented Reality. CoRR Yuhao Zhu, Ethan Chen, Colin Hascup, Yukang Yan, Gaurav Sharma
2024	J	`jnl`	CoolerSpace: A Language for Physically Correct and Computationally Efficient Color Programming. CoRR Ethan Chen, Jiwon Chang, Yuhao Zhu
2024	J	`jnl`	CoolerSpace: A Language for Physically Correct and Computationally Efficient Color Programming. Proc. ACM Program. Lang. Ethan Chen, Jiwon Chang, Yuhao Zhu
2024	A	`conf`	Dataflow Accelerator Architecture for Autonomous Machine Computing. ICCAD Shaoshan Liu, Yuhao Zhu, Bo Yu, Jean-Luc Gaudiot, Guangrong Gao
2024	—	`conf`	Exploiting Human Color Discrimination for Memory- and Energy-Efficient Image Encoding in Virtual Reality. ASPLOS (1) Nisarg Ujjainkar, Ethan Shahan, Kenneth Chen, Budmonde Duinkharjav, Qi Sun, Yuhao Zhu
2024	A	`conf`	Imaging, Computing, and Human Perception: Three Agents to Usher in the Autonomous Machine Computing Era. ICCAD Yuhao Zhu
2024	—	`conf`	JUNO: Optimizing High-Dimensional Approximate Nearest Neighbour Search with Sparsity-Aware Algorithm and Ray-Tracing Core Mapping. ASPLOS (2) Zihan Liu, Wentao Ni, Jingwen Leng, Yu Feng, Cong Guo, Quan Chen, Chao Li, Minyi Guo, Yuhao Zhu
2024	J	`jnl`	Potamoi: Accelerating Neural Rendering via a Unified Streaming Architecture. CoRR Yu Feng, Weikai Lin, Zihan Liu, Jingwen Leng, Minyi Guo, Han Zhao, Xiaofeng Hou, Jieru Zhao, Yuhao Zhu
2024	J	`jnl`	Potamoi: Accelerating Neural Rendering via a Unified Streaming Architecture. ACM Trans. Archit. Code Optim. Yu Feng, Weikai Lin, Zihan Liu, Jingwen Leng, Minyi Guo, Han Zhao, Xiaofeng Hou, Jieru Zhao, Yuhao Zhu
2024	J	`jnl`	RTGS: Enabling Real-Time Gaussian Splatting on Mobile Devices Using Efficiency-Guided Pruning and Foveated Rendering. CoRR Weikai Lin, Yu Feng, Yuhao Zhu
2024	J	`jnl`	The Vulnerability-Adaptive Protection Paradigm. Commun. ACM Zishen Wan, Yiming Gan, Bo Yu, Shaoshan Liu, Arijit Raychowdhury, Yuhao Zhu
2024	J	`jnl`	VAP: The Vulnerability-Adaptive Protection Paradigm Toward Reliable Autonomous Machines. CoRR Zishen Wan, Yiming Gan, Bo Yu, Shaoshan Liu, Arijit Raychowdhury, Yuhao Zhu
2023	J	`jnl`	An Energy Efficient and Runtime Reconfigurable Accelerator for Robotic Localization. IEEE Trans. Computers Qiang Liu, Yuhui Hao, Weizhuang Liu, Bo Yu, Yiming Gan, Jie Tang, Shaoshan Liu, Yuhao Zhu
2023	J	`jnl`	Autonomy 2.0: The Quest for Economies of Scale. CoRR Shuang Wu, Bo Yu, Shaoshan Liu, Yuhao Zhu
2023	A*	`conf`	BLITZCRANK: Factor Graph Accelerator for Motion Planning. DAC Yuhui Hao, Yiming Gan, Bo Yu, Qiang Liu, Shaoshan Liu, Yuhao Zhu
2023	A*	`conf`	CAMJ: Enabling System-Level Energy Modeling and Architectural Exploration for In-Sensor Visual Computing. ISCA Tianrui Ma, Yu Feng, Xuan Zhang, Yuhao Zhu
2023	J	`jnl`	CamJ: Enabling System-Level Energy Modeling and Architectural Exploration for In-Sensor Visual Computing. CoRR Tianrui Ma, Yu Feng, Xuan Zhang, Yuhao Zhu
2023	J	`jnl`	Exploiting Human Color Discrimination for Memory- and Energy-Efficient Image Encoding in Virtual Reality. CoRR Nisarg Ujjainkar, Ethan Shahan, Kenneth Chen, Budmonde Duinkharjav, Qi Sun, Yuhao Zhu
2023	A	`conf`	Fast and Accurate: Video Enhancement Using Sparse Depth. WACV Yu Feng, Patrick Hansen, Paul N. Whatmough, Guoyu Lu, Yuhao Zhu
2023	J	`jnl`	FastPoints: A State-of-the-Art Point Cloud Renderer for Unity. CoRR Elias Neuman-Donihue, Michael Jarvis, Yuhao Zhu
2023	Misc	`conf`	FastPoints: A state-of-the-art point cloud renderer for Unity. Visualization and Data Analysis Elias Neuman-Donihue, Michael Jarvis, Yuhao Zhu
2023	A*	`conf`	ImaGen: A General Framework for Generating Memory- and Power-Efficient Image Processing Accelerators. ISCA Nisarg Ujjainkar, Jingwen Leng, Yuhao Zhu
2023	J	`jnl`	ImaGen: A General Framework for Generating Memory- and Power-Efficient Image Processing Accelerators. CoRR Nisarg Ujjainkar, Jingwen Leng, Yuhao Zhu
2023	—	`conf`	Imperceptible Color Modulation for Power Saving in VR/AR. SIGGRAPH Emerging Technologies Kenneth Chen, Budmonde Duinkharjav, Nisarg Ujjainkar, Ethan Shahan, Abhishek Tyagi, Jiayi He, Yuhao Zhu, Qi Sun
2023	A	`conf`	Invited Paper: Learned In-Sensor Visual Computing: From Compression to Eventification. ICCAD Yu Feng, Tianrui Ma, Adith Boloor, Yuhao Zhu, Xuan Zhang
2023	J	`jnl`	JUNO: Optimizing High-Dimensional Approximate Nearest Neighbour Search with Sparsity-Aware Algorithm and Ray-Tracing Core Mapping. CoRR Zihan Liu, Wentao Ni, Jingwen Leng, Yu Feng, Cong Guo, Quan Chen, Chao Li, Minyi Guo, Yuhao Zhu
2023	A*	`conf`	OliVe: Accelerating Large Language Models via Hardware-friendly Outlier-Victim Pair Quantization. ISCA Cong Guo, Jiaming Tang, Weiming Hu, Jingwen Leng, Chen Zhang, Fan Yang, Yunxin Liu, Minyi Guo, Yuhao Zhu
2023	J	`jnl`	OliVe: Accelerating Large Language Models via Hardware-friendly Outlier-Victim Pair Quantization. CoRR Cong Guo, Jiaming Tang, Weiming Hu, Jingwen Leng, Chen Zhang, Fan Yang, Yunxin Liu, Minyi Guo, Yuhao Zhu
2023	Misc	`conf`	Teaching color science to EECS students using interactive tutorials: Tools and lessons. Visualization and Data Analysis Yuhao Zhu
2022	A*	`conf`	ANT: Exploiting Adaptive Numerical Data Type for Low-bit Deep Neural Network Quantization. MICRO Cong Guo, Chen Zhang, Jingwen Leng, Zihan Liu, Fan Yang, Yunxin Liu, Minyi Guo, Yuhao Zhu
2022	J	`jnl`	ANT: Exploiting Adaptive Numerical Data Type for Low-bit Deep Neural Network Quantization. CoRR Cong Guo, Chen Zhang, Jingwen Leng, Zihan Liu, Fan Yang, Yunxin Liu, Minyi Guo, Yuhao Zhu
2022	A*	`conf`	Block-Skim: Efficient Question Answering for Transformer. AAAI Yue Guan, Zhengyi Li, Zhouhan Lin, Yuhao Zhu, Jingwen Leng, Minyi Guo
2022	A	`conf`	Braum: Analyzing and Protecting Autonomous Machine Software Stack. ISSRE Yiming Gan, Paul N. Whatmough, Jingwen Leng, Bo Yu, Shaoshan Liu, Yuhao Zhu
2022	J	`jnl`	Color-Perception-Guided Display Power Reduction for Virtual Reality. CoRR Budmonde Duinkharjav, Kenneth Chen, Abhishek Tyagi, Jiayi He, Yuhao Zhu, Qi Sun
2022	J	`jnl`	Color-Perception-Guided Display Power Reduction for Virtual Reality. ACM Trans. Graph. Budmonde Duinkharjav, Kenneth Chen, Abhishek Tyagi, Jiayi He, Yuhao Zhu, Qi Sun
2022	J	`jnl`	Communication Challenges in Infrastructure-Vehicle Cooperative Autonomous Driving: A Field Deployment Perspective. IEEE Wirel. Commun. Shaoshan Liu, Bo Yu, Jie Tang, Yuhao Zhu, Xue Liu
2022	J	`jnl`	Crescent: Taming Memory Irregularities for Accelerating Deep Point Cloud Analytics. CoRR Yu Feng, Gunnar Hammonds, Yiming Gan, Yuhao Zhu
2022	A*	`conf`	Crescent: taming memory irregularities for accelerating deep point cloud analytics. ISCA Yu Feng, Gunnar Hammonds, Yiming Gan, Yuhao Zhu
2022	Misc	`conf`	Digital reconstruction of Elmina Castle for mobile virtual reality via point-based detail transfer. Visualization and Data Analysis Sifan Ye, Ting Wu, Michael Jarvis, Yuhao Zhu
2022	A	`conf`	Factor Graph Accelerator for LiDAR-Inertial Odometry (Invited Paper). ICCAD Yuhui Hao, Bo Yu, Qiang Liu, Shaoshan Liu, Yuhao Zhu
2022	J	`jnl`	Factor Graph Accelerator for LiDAR-Inertial Odometry. CoRR Yuhui Hao, Bo Yu, Qiang Liu, Shaoshan Liu, Yuhao Zhu
2022	J	`jnl`	RTNN: Accelerating Neighbor Search Using Hardware Ray Tracing. CoRR Yuhao Zhu
2022	B	`conf`	RTNN: accelerating neighbor search using hardware ray tracing. PPoPP Yuhao Zhu
2022	A*	`conf`	Real-Time Gaze Tracking with Event-Driven Eye Segmentation. VR Yu Feng, Nathan Goulding-Hotta, Asif Khan, Hans Reyserhove, Yuhao Zhu
2022	J	`jnl`	Real-Time Gaze Tracking with Event-Driven Eye Segmentation. CoRR Yu Feng, Nathan Goulding-Hotta, Asif Khan, Hans Reyserhove, Yuhao Zhu
2022	A*	`conf`	S2TA: Exploiting Structured Sparsity for Energy-Efficient Mobile CNN Acceleration. HPCA Zhi Gang Liu, Paul N. Whatmough, Yuhao Zhu, Matthew Mattina
2022	A*	`conf`	SQuant: On-the-Fly Data-Free Quantization via Diagonal Hessian Approximation. ICLR Cong Guo, Yuxian Qiu, Jingwen Leng, Xiaotian Gao, Chen Zhang, Yunxin Liu, Fan Yang, Yuhao Zhu, Minyi Guo
2022	J	`jnl`	SQuant: On-the-Fly Data-Free Quantization via Diagonal Hessian Approximation. CoRR Cong Guo, Yuxian Qiu, Jingwen Leng, Xiaotian Gao, Chen Zhang, Yunxin Liu, Fan Yang, Yuhao Zhu, Minyi Guo
2022	J	`jnl`	Thales: Formulating and Estimating Architectural Vulnerability Factors for DNN Accelerators. CoRR Abhishek Tyagi, Yiming Gan, Shaoshan Liu, Bo Yu, Paul N. Whatmough, Yuhao Zhu
2021	B	`conf`	3D SceneFlowNet: Self-Supervised 3D Scene Flow Estimation Based on Graph CNN. ICIP Yawen Lu, Yuhao Zhu, Guoyu Lu
2021	J	`jnl`	A LiDAR-Guided Framework for Video Enhancement. CoRR Yu Feng, Patrick Hansen, Paul N. Whatmough, Guoyu Lu, Yuhao Zhu
2021	A*	`conf`	Archytas: A Framework for Synthesizing and Dynamically Optimizing Accelerators for Robotic Localization. MICRO Weizhuang Liu, Bo Yu, Yiming Gan, Qiang Liu, Jie Tang, Shaoshan Liu, Yuhao Zhu
2021	J	`jnl`	Block-Skim: Efficient Question Answering for Transformer. CoRR Yue Guan, Zhengyi Li, Jingwen Leng, Zhouhan Lin, Minyi Guo, Yuhao Zhu
2021	A	`conf`	Brief Industry Paper: The Matter of Time - A General and Efficient System for Precise Sensor Synchronization in Robotic Computing. RTAS Shaoshan Liu, Bo Yu, Yahui Liu, Kunai Zhang, Yisong Qiao, Thomas Yuang Li, Jie Tang, Yuhao Zhu
2021	—	`conf`	Characterizing and Demystifying the Implicit Convolution Algorithm on Commercial Matrix-Multiplication Accelerators. IISWC Yangjie Zhou, Mengtian Yang, Cong Guo, Jingwen Leng, Yun Liang, Quan Chen, Minyi Guo, Yuhao Zhu
2021	J	`jnl`	Characterizing and Demystifying the Implicit Convolution Algorithm on Commercial Matrix-Multiplication Accelerators. CoRR Yangjie Zhou, Mengtian Yang, Cong Guo, Jingwen Leng, Yun Liang, Quan Chen, Minyi Guo, Yuhao Zhu
2021	A*	`conf`	Eudoxus: Characterizing and Accelerating Localization in Autonomous Machines Industry Track Paper. HPCA Yiming Gan, Bo Yu, Boyuan Tian, Leimeng Xu, Wei Hu, Shaoshan Liu, Qiang Liu, Yanjun Zhang, Jie Tang, Yuhao Zhu
2021	—	`conf`	Resurrect3D: An Open and Customizable Platform for Visualizing and Analyzing Cultural Heritage Artifacts. Web3D Joshua Romphf, Elias Neuman-Donihue, Gregory Heyworth, Yuhao Zhu
2021	J	`jnl`	Resurrect3D: An Open and Customizable Platform for Visualizing and Analyzing Cultural Heritage Artifacts. CoRR Joshua Romphf, Elias Neuman-Donihue, Gregory Heyworth, Yuhao Zhu
2021	J	`jnl`	S2TA: Exploiting Structured Sparsity for Energy-Efficient Mobile CNN Acceleration. CoRR Zhi Gang Liu, Paul N. Whatmough, Yuhao Zhu, Matthew Mattina
2021	J	`jnl`	The Matter of Time - A General and Efficient System for Precise Sensor Synchronization in Robotic Computing. CoRR Shaoshan Liu, Bo Yu, Yahui Liu, Kunai Zhang, Yisong Qiao, Thomas Yuang Li, Jie Tang, Yuhao Zhu
2021	J	`jnl`	The Promise of Dataflow Architectures in the Design of Processing Systems for Autonomous Machines. CoRR Shaoshan Liu, Yuhao Zhu, Bo Yu, Jean-Luc Gaudiot, Guang R. Gao
2021	J	`jnl`	ZIPPER: Exploiting Tile- and Operator-level Parallelism for General and Scalable Graph Neural Network Acceleration. CoRR Zhihui Zhang, Jingwen Leng, Shuwen Lu, Youshan Miao, Yijia Diao, Minyi Guo, Chao Li, Yuhao Zhu
2020	J	`jnl`	A Survey of FPGA-Based Robotic Computing. CoRR Zishen Wan, Bo Yu, Thomas Yuang Li, Jie Tang, Yuhao Zhu, Yu Wang, Arijit Raychowdhury, Shaoshan Liu
2020	B	`conf`	A Systematic Methodology for Characterizing Scalability of DNN Accelerators using SCALE-Sim. ISPASS Ananda Samajdar, Jan Moritz Joseph, Yuhao Zhu, Paul N. Whatmough, Matthew Mattina, Tushar Krishna
2020	J	`jnl`	Accelerating Sparse DNN Models without Hardware-Support via Tile-Wise Sparsity. CoRR Cong Guo, Bo Yang Hsueh, Jingwen Leng, Yuxian Qiu, Yue Guan, Zehuan Wang, Xiaoying Jia, Xipeng Li, Minyi Guo, Yuhao Zhu
2020	A	`conf`	Accelerating sparse DNN models without hardware-support via tile-wise sparsity. SC Cong Guo, Bo Yang Hsueh, Jingwen Leng, Yuxian Qiu, Yue Guan, Zehuan Wang, Xiaoying Jia, Xipeng Li, Minyi Guo, Yuhao Zhu
2020	A*	`conf`	Automatic Neural Network Compression by Sparsity-Quantization Joint Learning: A Constrained Optimization-Based Approach. CVPR Haichuan Yang, Shupeng Gui, Yuhao Zhu, Ji Liu
2020	A*	`conf`	Balancing Efficiency and Flexibility for DNN Acceleration via Temporal GPU-Systolic Array Integration. DAC Cong Guo, Yangjie Zhou, Jingwen Leng, Yuhao Zhu, Zidong Du, Quan Chen, Chao Li, Bin Yao, Minyi Guo
2020	J	`jnl`	Balancing Efficiency and Flexibility for DNN Acceleration via Temporal GPU-Systolic Array Integration. CoRR Cong Guo, Yangjie Zhou, Jingwen Leng, Yuhao Zhu, Zidong Du, Quan Chen, Chao Li, Minyi Guo, Bin Yao
2020	A*	`conf`	Building the Computing System for Autonomous Micromobility Vehicles: Design Constraints and Architectural Optimizations. MICRO Bo Yu, Wei Hu, Leimeng Xu, Jie Tang, Shaoshan Liu, Yuhao Zhu
2020	J	`jnl`	Digital Reconstruction of Elmina Castle for Mobile Virtual Reality via Point-based Detail Transfer. CoRR Sifan Ye, Ting Wu, Michael Jarvis, Yuhao Zhu
2020	J	`jnl`	End-to-End Framework for Efficient Deep Learning Using Metasurfaces Optics. CoRR Carlos Mauricio Villegas Burgos, Tianqi Yang, Nick Vamivakas, Yuhao Zhu
2020	A	`conf`	Energy-Efficient 360-Degree Video Rendering on FPGA via Algorithm-Architecture Co-Design. FPGA Qiuyue Sun, Amir Taherin, Yawo Siatitse, Yuhao Zhu
2020	J	`jnl`	Energy-Efficient Video Processing for Virtual Reality. IEEE Micro Yue Leng, Jian Huang, Chi-Chun Chen, Qiuyue Sun, Yuhao Zhu
2020	J	`jnl`	Eudoxus: Characterizing and Accelerating Localization in Autonomous Machines. CoRR Yiming Gan, Yu Bo, Boyuan Tian, Leimeng Xu, Wei Hu, Shaoshan Liu, Qiang Liu, Yanjun Zhang, Jie Tang, Yuhao Zhu
2020	B	`conf`	Low-Latency Proactive Continuous Vision. PACT Yiming Gan, Yuxian Qiu, Lele Chen, Jingwen Leng, Yuhao Zhu
2020	A*	`conf`	Mesorasi: Architecture Support for Point Cloud Analytics via Delayed-Aggregation. MICRO Yu Feng, Boyuan Tian, Tiancheng Xu, Paul N. Whatmough, Yuhao Zhu
2020	J	`jnl`	Mesorasi: Architecture Support for Point Cloud Analytics via Delayed-Aggregation. CoRR Yu Feng, Boyuan Tian, Tiancheng Xu, Paul N. Whatmough, Yuhao Zhu
2020	A*	`conf`	Ptolemy: Architecture Support for Robust Deep Learning. MICRO Yiming Gan, Yuxian Qiu, Jingwen Leng, Minyi Guo, Yuhao Zhu
2020	J	`jnl`	Ptolemy: Architecture Support for Robust Deep Learning. CoRR Yiming Gan, Yuxian Qiu, Jingwen Leng, Minyi Guo, Yuhao Zhu
2020	A	`conf`	Real-Time Spatio-Temporal LiDAR Point Cloud Compression. IROS Yu Feng, Shaoshan Liu, Yuhao Zhu
2020	J	`jnl`	Real-Time Spatio-Temporal LiDAR Point Cloud Compression. CoRR Yu Feng, Shaoshan Liu, Yuhao Zhu
2019	A*	`conf`	ASV: Accelerated Stereo Vision System. MICRO Yu Feng, Paul N. Whatmough, Yuhao Zhu
2019	J	`jnl`	ASV: Accelerated Stereo Vision System. CoRR Yu Feng, Paul N. Whatmough, Yuhao Zhu
2019	A*	`conf`	Adversarial Defense Through Network Profiling Based Path Extraction. CVPR Yuxian Qiu, Jingwen Leng, Cong Guo, Quan Chen, Chao Li, Minyi Guo, Yuhao Zhu
2019	J	`jnl`	Adversarial Defense Through Network Profiling Based Path Extraction. CoRR Yuxian Qiu, Jingwen Leng, Cong Guo, Quan Chen, Chao Li, Minyi Guo, Yuhao Zhu
2019	B	`conf`	Demystifying Bayesian Inference Workloads. ISPASS Yu Emma Wang, Yuhao Zhu, Glenn G. Ko, Brandon Reagen, Gu-Yeon Wei, David Brooks
2019	A*	`conf`	ECC: Platform-Independent Energy-Constrained Deep Neural Network Compression via a Bilinear Regression Model. CVPR Haichuan Yang, Yuhao Zhu, Ji Liu
2019	—	`conf`	Energy-Constrained Compression for Deep Neural Networks via Weighted Sparse Projection and Layer Input Masking. ICLR (Poster) Haichuan Yang, Yuhao Zhu, Ji Liu
2019	A*	`conf`	Energy-efficient video processing for virtual reality. ISCA Yue Leng, Chi-Chun Chen, Qiuyue Sun, Jian Huang, Yuhao Zhu
2019	J	`jnl`	Learning Sparsity and Quantization Jointly and Automatically for Neural Network Compression via Constrained Optimization. CoRR Haichuan Yang, Shupeng Gui, Yuhao Zhu, Ji Liu
2019	J	`jnl`	PES: Proactive Event Scheduling for Responsive and Energy-Efficient Mobile Web Computing. CoRR Yu Feng, Yuhao Zhu
2019	A*	`conf`	PES: proactive event scheduling for responsive and energy-efficient mobile web computing. ISCA Yu Feng, Yuhao Zhu
2019	J	`jnl`	SVSoC: Speculative Vision Systems-on-a-Chip. IEEE Comput. Archit. Lett. Yiming Gan, Yuxian Qiu, Jingwen Leng, Yuhao Zhu
2019	B	`conf`	Tail latency in node.js: energy efficient turbo boosting for long latency requests in event-driven web services. VEE Wenzhi Cui, Daniel Richins, Yuhao Zhu, Vijay Janapa Reddi
2019	A*	`conf`	Tigris: Architecture and Algorithms for 3D Perception in Point Clouds. MICRO Tiancheng Xu, Boyuan Tian, Yuhao Zhu
2019	J	`jnl`	Tigris: Architecture and Algorithms for 3D Perception in Point Clouds. CoRR Tiancheng Xu, Boyuan Tian, Yuhao Zhu
2018	A	`conf`	BitFlow: Exploiting Vector Parallelism for Binary Neural Networks on CPU. IPDPS Yuwei Hu, Jidong Zhai, Dinghua Li, Yifan Gong, Yuhao Zhu, Wei Liu, Lei Su, Jiangming Jin
2018	J	`jnl`	Cloud No Longer a Silver Bullet, Edge to the Rescue. CoRR Yuhao Zhu, Gu-Yeon Wei, David M. Brooks
2018	J	`jnl`	ECC: Energy-Constrained Deep Neural Network Compression via a Bilinear Regression Model. CoRR Haichuan Yang, Yuhao Zhu, Ji Liu
2018	J	`jnl`	End-to-End Learning of Energy-Constrained Deep Neural Networks. CoRR Haichuan Yang, Yuhao Zhu, Ji Liu
2018	A*	`conf`	Euphrates: Algorithm-SoC Co-Design for Low-Power Mobile Continuous Vision. ISCA Yuhao Zhu, Anand Samajdar, Matthew Mattina, Paul N. Whatmough
2018	J	`jnl`	Euphrates: Algorithm-SoC Co-Design for Low-Power Mobile Continuous Vision. CoRR Yuhao Zhu, Anand Samajdar, Matthew Mattina, Paul N. Whatmough
2018	J	`jnl`	Mobile Machine Learning Hardware at ARM: A Systems-on-Chip (SoC) Perspective. CoRR Yuhao Zhu, Matthew Mattina, Paul N. Whatmough
2018	J	`jnl`	SCALE-Sim: Systolic CNN Accelerator. CoRR Ananda Samajdar, Yuhao Zhu, Paul N. Whatmough, Matthew Mattina, Tushar Krishna
2018	—	`conf`	Semantic-Aware Virtual Reality Video Streaming. APSys Yue Leng, Chi-Chun Chen, Qiuyue Sun, Jian Huang, Yuhao Zhu
2017	J	`jnl`	Cognitive Computing Safety: The New Horizon for Reliability / The Design and Evolution of Deep Learning Workloads. IEEE Micro Yuhao Zhu, Vijay Janapa Reddi, Robert Adolf, Saketh Rama, Brandon Reagen, Gu-Yeon Wei, David M. Brooks
2017	J	`jnl`	Optimizing General-Purpose CPUs for Energy-Efficient Mobile Web Computing. ACM Trans. Comput. Syst. Yuhao Zhu, Vijay Janapa Reddi
2017	J	`jnl`	Research for practice: web security and mobile web computing. Commun. ACM Peter Bailis, Jean Yang, Vijay Janapa Reddi, Yuhao Zhu
2016	A*	`conf`	GreenWeb: language extensions for energy-efficient mobile web computing. PLDI Yuhao Zhu, Vijay Janapa Reddi
2016	A*	`conf`	Mobile CPU's rise to power: Quantifying the impact of generational mobile CPU design trends on performance, energy, and user satisfaction. HPCA Matthew Halpern, Yuhao Zhu, Vijay Janapa Reddi
2016	J	`jnl`	Research for Practice: Web Security and Mobile Web Computing. ACM Queue Jean Yang, Vijay Janapa Reddi, Yuhao Zhu, Peter Bailis
2015	A*	`conf`	Event-based scheduling for energy-efficient QoS (eQoS) in mobile Web applications. HPCA Yuhao Zhu, Matthew Halpern, Vijay Janapa Reddi
2015	A*	`conf`	Microarchitectural implications of event-driven server-side web applications. MICRO Yuhao Zhu, Daniel Richins, Matthew Halpern, Vijay Janapa Reddi
2015	B	`conf`	Mosaic: cross-platform user-interaction record and replay for the fragmented android ecosystem. ISPASS Matthew Halpern, Yuhao Zhu, Ramesh Peri, Vijay Janapa Reddi
2015	J	`jnl`	The Role of the CPU in Energy-Efficient Mobile Web Browsing. IEEE Micro Yuhao Zhu, Matthew Halpern, Vijay Janapa Reddi
2014	J	`jnl`	Exploiting Webpage Characteristics for Energy-Efficient Mobile Web Browsing. IEEE Comput. Archit. Lett. Yuhao Zhu, Aditya Srikanth, Jingwen Leng, Vijay Janapa Reddi
2014	A*	`conf`	WebCore: Architectural support for mobile Web browsing. ISCA Yuhao Zhu, Vijay Janapa Reddi
2013	A*	`conf`	High-performance and energy-efficient mobile web browsing on big/little systems. HPCA Yuhao Zhu, Vijay Janapa Reddi
2011	A*	`conf`	Hermes: an integrated CPU/GPU microarchitecture for IP routing. DAC Yuhao Zhu, Yangdong Deng, Yubei Chen
2011	J	`jnl`	Massively Parallel Logic Simulation with GPUs. ACM Trans. Design Autom. Electr. Syst. Yuhao Zhu, Bo D. Wang, Yangdong Deng
2010	A*	`conf`	Distributed time, conservative parallel logic simulation on GPUs. DAC Bo D. Wang, Yuhao Zhu, Yangdong Deng