Yang Hu

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 63

Top Topics

Autonomous Driving

Top Venues

IEEE Trans. Parallel Distributed Syst.

Publications

Xiaofeng Hou, Tongqiao Xu, Chao Li, Cheng Xu, Jiacheng Liu, Yang Hu, Jieru Zhao, Jingwen Leng, Kwang-Ting Cheng, Minyi Guo
A Tale of Two Domains: Exploring Efficient Architecture Design for Truly Autonomous Things. ISCA (2024)
Jinyi Deng, Xinru Tang, Zhiheng Yue, Guangyang Lu, Qize Yang, Jiahao Zhang, Jinxi Li, Chao Li, Shaojun Wei, Yang Hu, Shouyi Yin
Efficient Orchestrated AI Workflows Execution on Scale-out Spatial Architecture. CoRR (2024)
Fengbin Tu, Zihan Wu, Yiqi Wang, Weiwei Wu, Leibo Liu, Yang Hu, Shaojun Wei, Shouyi Yin
MulTCIM: Digital Computing-in-Memory-Based Multimodal Transformer Accelerator With Attention-Token-Bit Hybrid Sparsity. IEEE J. Solid State Circuits 59 (1) (2024)
Ruiqi Guo, Lei Wang, Xiaofeng Chen, Hao Sun, Zhiheng Yue, Yubin Qin, Huiming Han, Yang Wang, Fengbin Tu, Shaojun Wei, Yang Hu, Shouyi Yin
20.2 A 28nm 74.34TFLOPS/W BF16 Heterogenous CIM-Based Accelerator Exploiting Denoising-Similarity for Diffusion Models. ISSCC (2024)
Yubin Qin, Yang Wang, Zhiren Zhao, Xiaolong Yang, Yang Zhou, Shaojun Wei, Yang Hu, Shouyi Yin
MECLA: Memory-Compute-Efficient LLM Accelerator with Scaling Sub-matrix Partition. ISCA (2024)
Jiahao Fang, Huizheng Wang, Qize Yang, Dehao Kong, Xu Dai, Jinyi Deng, Yang Hu, Shouyi Yin
PALM: A Efficient Performance Simulator for Tiled Accelerators with Large-scale Model Training. CoRR (2024)
Huizheng Wang, Jiahao Fang, Xinru Tang, Zhiheng Yue, Jinxi Li, Yubin Qin, Sihan Guan, Qize Yang, Yang Wang, Chao Li, Yang Hu, Shouyi Yin
SOFA: A Compute-Memory Optimized Sparsity Accelerator via Cross-Stage Coordinated Tiling. CoRR (2024)
Zhiheng Yue, Huizheng Wang, Jiahao Fang, Jinyi Deng, Guangyang Lu, Fengbin Tu, Ruiqi Guo, Yuxuan Li, Yubin Qin, Yang Wang, Chao Li, Huiming Han, Shaojun Wei, Yang Hu, Shouyi Yin
Exploiting Similarity Opportunities of Emerging Vision AI Models on Hybrid Bonding Architecture. ISCA (2024)
Yang Wang, Xiaolong Yang, Yubin Qin, Zhiren Zhao, Ruiqi Guo, Zhiheng Yue, Huiming Han, Shaojun Wei, Yang Hu, Shouyi Yin
34.1 A 28nm 83.23TFLOPS/W POSIT-Based Compute-in-Memory Macro for High-Accuracy AI Applications. ISSCC (2024)
Zhiheng Yue, Xujiang Xiang, Fengbin Tu, Yang Wang, Yiming Wang, Shaojun Wei, Yang Hu, Shouyi Yin
15.1 A 0.795fJ/bit Physically-Unclonable Function-Protected TCAM for a Software-Defined Networking Switch. ISSCC (2024)
Weiwei Wu, Fengbin Tu, Mengqi Niu, Zhiheng Yue, Leibo Liu, Shaojun Wei, Xiangyu Li, Yang Hu, Shouyi Yin
STAR: An STGCN ARchitecture for Skeleton-Based Human Action Recognition. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (6) (2023)
Jinyi Deng, Xinru Tang, Jiahao Zhang, Yuxuan Li, Linyun Zhang, Boxiao Han, Hongjun He, Fengbin Tu, Leibo Liu, Shaojun Wei, Yang Hu, Shouyi Yin
Towards Efficient Control Flow Handling in Spatial Architecture via Architecting the Control Flow Plane. MICRO (2023)
Shitong Shao, Xu Dai, Shouyi Yin, Lujun Li, Huanran Chen, Yang Hu
Catch-Up Distillation: You Only Need to Train Once for Accelerating Sampling. CoRR (2023)
Qidie Wu, Jiangyuan Gu, Youxu Lin, Boxiao Han, Hongjun He, Yang Hu, Leibo Liu, Shaojun Wei, Shouyi Yin
RMP-MEM: A HW/SW Reconfigurable Multi-Port Memory Architecture for Multi-PEA Oriented CGRA. DAC (2023)
Ruiqi Guo, Yang Wang, Xiaofeng Chen, Lei Wang, Hao Sun, Jingchuan Wei, Leibo Liu, Shaojun Wei, Yang Hu, Shouyi Yin
CIMFormer: A 38.9TOPS/W-8b Systolic CIM-Array Based Transformer Processor with Token-Slimmed Attention Reformulating and Principal Possibility Gathering. A-SSCC (2023)
Xiaofeng Chen, Ruiqi Guo, Zhiheng Yue, Yang Hu, Leibo Liu, Shaojun Wei, Shouyi Yin
A Systolic Computing-in-Memory Array based Accelerator with Predictive Early Activation for Spatiotemporal Convolutions. AICAS (2023)
Jianda Wang, Zhen Wang, Yang Hu
Towards an Efficient SIMD Virtual Radio Access Network (vRAN) and Edge Cloud System. IEEE Trans. Cloud Comput. 11 (3) (2023)
Yubin Qin, Yang Wang, Dazheng Deng, Zhiren Zhao, Xiaolong Yang, Leibo Liu, Shaojun Wei, Yang Hu, Shouyi Yin
FACT: FFN-Attention Co-optimized Transformer Architecture with Eager Correlation Prediction. ISCA (2023)
Haojia Hui, Jiangyuan Gu, Xunbo Hu, Yang Hu, Leibo Liu, Shaojun Wei, Shouyi Yin
WindMill: A Parameterized and Pluggable CGRA Implemented by DIAG Design Flow. CoRR (2023)
Jianda Wang, Zhendong Wang, Bo Yu, Jie Tang, Shuaiwen Leon Song, Cong Liu, Yang Hu
Data Fusion in Infrastructure-Augmented Autonomous Driving System: Why? Where? and How? IEEE Internet Things J. 10 (18) (2023)
Yubin Qin, Yang Wang, Dazheng Deng, Xiaolong Yang, Zhiren Zhao, Yang Zhou, Yuanqi Fan, Jingchuan Wei, Tianbao Chen, Leibo Liu, Shaojun Wei, Yang Hu, Shouyi Yin
A 28nm 49.7TOPS/W Sparse Transformer Processor with Random-Projection-Based Speculation, Multi-Stationary Dataflow, and Redundant Partial Product Elimination. A-SSCC (2023)
Yang Hu, Xinhan Lin, Huizheng Wang, Zhen He, Xingmao Yu, Jiahao Zhang, Qize Yang, Zheng Xu, Sihan Guan, Jiahao Fang, Haoran Shang, Xinru Tang, Xu Dai, Shaojun Wei, Shouyi Yin
Wafer-scale Computing: Advancements, Challenges, and Future Perspectives. CoRR (2023)
Yang Wang, Yubin Qin, Dazheng Deng, Xiaolong Yang, Zhiren Zhao, Ruiqi Guo, Zhiheng Yue, Leibo Liu, Shaojun Wei, Yang Hu, Shouyi Yin
A 28nm 77.35TOPS/W Similar Vectors Traceable Transformer Processor with Principal-Component-Prior Speculating and Dynamic Bit-wise Stationary Computing. VLSI Technology and Circuits (2023)
Zhendong Wang, Xiaoming Zeng, Xulong Tang, Danfeng Zhang, Xing Hu, Yang Hu
Demystifying Arch-hints for Model Extraction: An Attack in Unified Memory System. CoRR (2022)
Shaoshan Liu, Jianda Wang, Zhendong Wang, Bo Yu, Wei Hu, Yahui Liu, Jie Tang, Shuaiwen Leon Song, Cong Liu, Yang Hu
Brief Industry Paper: The Necessity of Adaptive Data Fusion in Infrastructure-Augmented Autonomous Driving System. RTAS (2022)
Shaoshan Liu, Jianda Wang, Zhendong Wang, Bo Yu, Wei Hu, Yahui Liu, Jie Tang, Shuaiwen Leon Song, Cong Liu, Yang Hu
Brief Industry Paper: The Necessity of Adaptive Data Fusion in Infrastructure-Augmented Autonomous Driving System. CoRR (2022)
Zhendong Wang, Yang Hu
Towards a High-performance and Secure Memory System and Architecture for Emerging Applications. CoRR (2022)
Yuqiong Qi, Yang Hu, Haibin Wu, Shen Li, Xiaochun Ye, Dongrui Fan
A synergistic reinforcement learning-based framework design in driving automation. Comput. Electr. Eng. 101 (2022)
Xiaoming Zeng, Zhendong Wang, Yang Hu
Enabling Efficient Deep Convolutional Neural Network-based Sensor Fusion for Autonomous Driving. CoRR (2022)
Xiaoming Zeng, Zhendong Wang, Yang Hu
Enabling efficient deep convolutional neural network-based sensor fusion for autonomous driving. DAC (2022)
Zhendong Wang, Xiaoming Zeng, Shuaiwen Leon Song, Yang Hu
Towards Efficient Architecture and Algorithms for Sensor Fusion. CoRR (2022)
Jianda Wang, Yang Hu
Enabling Efficient SIMD Acceleration for Virtual Radio Access Network. ICPP (2021)
Zhendong Wang, Rujia Wang, Zihang Jiang, Xulong Tang, Shouyi Yin, Yang Hu
Towards a Secure Integrated Heterogeneous Platform via Cooperative CPU/GPU Encryption. ATS (2021)
Zhen Wang, Jianda Wang, Zhendong Wang, Yang Hu
Characterization and Implication of Edge WebAssembly Runtimes. HPCC/DSS/SmartCity/DependSys (2021)
Chenhao Xie, Xie Li, Yang Hu, Huwan Peng, Michael B. Taylor, Shuaiwen Leon Song
Q-VR: System-Level Design for Future Mobile Collaborative Virtual Reality. CoRR (2021)
Yuqiong Qi, Yang Hu, Haibin Wu, Shen Li, Haiyu Mao, Xiaochun Ye, Dongrui Fan, Ninghui Sun
Tackling Variabilities in Autonomous Driving. CoRR (2021)
Chenhao Xie, Xie Li, Yang Hu, Huwan Peng, Michael B. Taylor, Shuaiwen Leon Song
Q-VR: system-level design for future mobile collaborative virtual reality. ASPLOS (2021)
Soroush Bateni, Zhendong Wang, Yuankun Zhu, Yang Hu, Cong Liu
Co-Optimizing Performance and Memory FootprintVia Integrated CPU/GPU Memory Management, anImplementation on Autonomous Driving Platform. CoRR (2020)
Zhendong Wang, Zihang Jiang, Zhen Wang, Xulong Tang, Cong Liu, Shouyi Yin, Yang Hu
Enabling Latency-Aware Data Initialization for Integrated CPU/GPU Heterogeneous Platform. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (11) (2020)
Xiaofeng Hou, Chao Li, Jiacheng Liu, Lu Zhang, Yang Hu, Minyi Guo
ANT-man: towards agile power management in the microservice era. SC (2020)
Jianda Wang, Yang Hu
Performance Analysis of 5G NR vRAN Platform and its Implications on Edge Computing. ISPASS (2020)
Zhendong Wang, Zhen Wang, Cong Liu, Yang Hu
Understanding and Tackling the Hidden Memory Latency for Edge-based Heterogeneous Platform. HotEdge (2020)
Soroush Bateni, Zhendong Wang, Yuankun Zhu, Yang Hu, Cong Liu
Co-Optimizing Performance and Memory Footprint Via Integrated CPU/GPU Memory Management, an Implementation on Autonomous Driving Platform. RTAS (2020)
Liwei Zhou, Yang Hu, Yiorgos Makris
A Hardware-Based Architecture-Neutral Framework for Real-Time IoT Workload Forensics. IEEE Trans. Computers 69 (11) (2020)
Guy Maor, Xiaoming Zeng, Zhendong Wang, Yang Hu
An FPGA Implementation of Stochastic Computing-Based LSTM. ICCD (2019)
Jianda Wang, Yang Hu
Characterizing and Understanding the Architectural Implications of Cloudnative Edge NFV Workloads. NFV-SDN (2019)
Lu Zhang, Chao Li, Pengyu Wang, Yunxin Liu, Yang Hu, Quan Chen, Minyi Guo
Characterizing and orchestrating NFV-ready servers for efficient edge data processing. IWQoS (2019)
Yang Hu, Jianda Wang
Architectural and Cost Implications of the 5G Edge NFV Systems. ICCD (2019)
Mingcong Song, Kan Zhong, Jiaqi Zhang, Yang Hu, Duo Liu, Weigong Zhang, Jing Wang, Tao Li
In-Situ AI: Towards Autonomous and Incremental Deep Learning for IoT Systems. HPCA (2018)
Siyang Li, Fenlin Liu, Jiwu Shu, Youyou Lu, Tao Li, Yang Hu
A Flattened Metadata Service for Distributed File Systems. IEEE Trans. Parallel Distributed Syst. 29 (12) (2018)
Yang Hu, Tao Li
Enabling Efficient Network Service Function Chain Deployment on Heterogeneous Server Platform. HPCA (2018)
Longjun Liu, Hongbin Sun, Chao Li, Yang Hu, Tao Li, Nanning Zheng
Exploring Customizable Heterogeneous Power Distribution and Management for Datacenter. IEEE Trans. Parallel Distributed Syst. 29 (12) (2018)
Mingcong Song, Jiechen Zhao, Yang Hu, Jiaqi Zhang, Tao Li
Prediction Based Execution on Deep Neural Networks. ISCA (2018)
Yang Hu, Mingcong Song, Tao Li
Towards "Full Containerization" in Containerized Network Function Virtualization. ASPLOS (2017)
Huixiang Chen, Meng Wang, Yang Hu, Mingcong Song, Tao Li
GaaS workload characterization under NUMA architecture for virtualized GPU. ISPASS (2017)
Siyang Li, Youyou Lu, Jiwu Shu, Yang Hu, Tao Li
LocoFS: a loosely-coupled metadata service for distributed file systems. SC (2017)
Mingcong Song, Yang Hu, Huixiang Chen, Tao Li
Towards Pervasive and User Satisfactory CNN across GPU Microarchitectures. HPCA (2017)
Chao Li, Yang Hu, Juncheng Gu, Jingling Yuan, Tao Li
Oasis: Scaling Out Datacenter Sustainably and Economically. IEEE Trans. Parallel Distributed Syst. 28 (7) (2017)
Longjun Liu, Hongbin Sun, Chao Li, Yang Hu, Jingmin Xin, Nanning Zheng, Tao Li
RE-UPS: an adaptive distributed energy storage system for dynamically managing solar energy in green datacenters. J. Supercomput. 72 (1) (2016)
Yang Hu, Chao Li, Longjun Liu, Tao Li
HOPE: Enabling Efficient Service Orchestration in Software-Defined Data Centers. ICS (2016)
Longjun Liu, Hongbin Sun, Chao Li, Yang Hu, Nanning Zheng, Tao Li
Towards an Adaptive Multi-Power-Source Datacenter. ICS (2016)
Mingcong Song, Yang Hu, Yunlong Xu, Chao Li, Huixiang Chen, Jingling Yuan, Tao Li
Bridging the Semantic Gaps of GPU Acceleration for Scale-out CNN-based Big Data Processing: Think Big, See Small. PACT (2016)
Yang Hu, Tao Li
Towards efficient server architecture for virtualized network function deployment: Implications and implementations. MICRO (2016)
Longjun Liu, Chao Li, Hongbin Sun, Yang Hu, Juncheng Gu, Tao Li
BAAT: Towards Dynamically Managing Battery Aging in Green Datacenters. DSN (2015)
Longjun Liu, Chao Li, Hongbin Sun, Yang Hu, Juncheng Gu, Tao Li, Jingmin Xin, Nanning Zheng
HEB: deploying and managing hybrid energy buffers for improving datacenter efficiency and economy. ISCA (2015)
Chao Li, Yang Hu, Longjun Liu, Juncheng Gu, Mingcong Song, Xiaoyao Liang, Jingling Yuan, Tao Li
Towards sustainable in-situ server systems in the big data era. ISCA (2015)
Longjun Liu, Chao Li, Hongbin Sun, Yang Hu, Jingmin Xin, Nanning Zheng, Tao Li
Leveraging Heterogeneous Power for Improving Datacenter Efficiency and Resiliency. IEEE Comput. Archit. Lett. 14 (1) (2015)
Longjun Liu, Hongbin Sun, Yang Hu, Jingmin Xin, Nanning Zheng, Tao Li
Leveraging distributed UPS energy for managing solar energy powered data centers. IGCC (2014)
Chao Li, Rui Wang, Yang Hu, Ruijin Zhou, Ming Liu, Longjun Liu, Jingling Yuan, Tao Li, Depei Qian
Towards Automated Provisioning and Emergency Handling in Renewable Energy Powered Datacenters. J. Comput. Sci. Technol. 29 (4) (2014)
Chao Li, Yang Hu, Ruijin Zhou, Ming Liu, Longjun Liu, Jingling Yuan, Tao Li
Enabling datacenter servers to scale out economically and sustainably. MICRO (2013)