Bin Ren

Most-cited papers

PatDNN: Achieving Real-Time DNN Execution on Mobile Devices with Pattern-based Weight Pruning
Wei Niu, Xiao-Long Ma, Sheng Lin, Shi-Hao Wang +4 more
2020International Conference on Architectural Support for Programming Languages and Operating Systems259 citations Open access
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YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design
Yuxuan Cai, Hongjia Li, Geng Yuan, Wei Niu +4 more
2020AAAI Conference on Artificial Intelligence132 citations Open access
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Experimental realization of all-angle negative refraction in acoustic gradient metasurface
Bingyi Liu, Bin Ren, Jiajun Zhao, Xiao-Dong Xu +3 more
201766 citations
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SIMD parallelization of applications that traverse irregular data structures
Bin Ren, G. Agrawal, J. Larus, T. Mytkowicz +2 more
2013IEEE/ACM International Symposium on Code Generation and Optimization55 citations Open access
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RTMobile: Beyond Real-Time Mobile Acceleration of RNNs for Speech Recognition
Pei-Yan Dong, Siyue Wang, Wei Niu, Cheng-Ming Zhang +6 more
2020Design Automation Conference48 citations Open access
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Survey: Exploiting Data Redundancy for Optimization of Deep Learning
Jou-An Chen, Wei Niu, Bin Ren, Yanzhi Wang +1 more
2022ACM Computing Surveys43 citations Open access
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Compiler-Aware Neural Architecture Search for On-Mobile Real-time Super-Resolution
Yu-Shu Wu, Yifan Gong, Pu Zhao, Yan-Yu Li +6 more
2022European Conference on Computer Vision40 citations Open access
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ATMem: adaptive data placement in graph applications on heterogeneous memories
Yu Chen, Ivy Bo Peng, Zhen Peng, Xu Liu +1 more
2020IEEE/ACM International Symposium on Code Generation and Optimization39 citations Open access
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Real-Time Data Analysis and Autonomous Steering of Synchrotron Light Source Experiments
Tekin Bicer, D. Gürsoy, R. Kettimuthu, Ian T Foster +3 more
2017IEEE International Conference on e-Science37 citations
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An Image Enhancing Pattern-based Sparsity for Real-time Inference on Mobile Devices
Xiao-Long Ma, Wei Niu, Tianyun Zhang, Si-Jia Liu +8 more
2020European Conference on Computer Vision36 citations Open access
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The generation of acoustic Airy beam with selective band based on binary metasurfaces: Customized on demand
Shuai Tang, Bin Ren, Yuxin Feng, Jie Song +1 more
2021Applied Physics Letters33 citations
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COMET: A Domain-Specific Compilation of High-Performance Computational Chemistry
Erdal Mutlu, Ruiqin Tian, Bin Ren, S. Krishnamoorthy +3 more
2021International Workshop on Languages and Compilers for Parallel Computing31 citations Open access
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A High Performance Sparse Tensor Algebra Compiler in MLIR
Ruiqin Tian, Luanzheng Guo, Jiajia Li, Bin Ren +1 more
2021Workshop on the LLVM Compiler Infrastructure in HPC29 citations
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Efficient and Simplified Parallel Graph Processing over CPU and MIC
Linchuan Chen, Xin Huo, Bin Ren, Surabhi Jain +1 more
2015IEEE International Parallel and Distributed Processing Symposium28 citations
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iQAN: Fast and Accurate Vector Search with Efficient Intra-Query Parallelism on Multi-Core Architectures
Zhen Peng, Minjia Zhang, K. Li, Ruo-Ming Jin +1 more
2023ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming27 citations Open access
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Modiff: Action-Conditioned 3D Motion Generation with Denoising Diffusion Probabilistic Models
Mengyi Zhao, Mengyuan Liu, Bin Ren, Shuling Dai +1 more
2023arXiv.org25 citations Open access
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On Efficient Constructions of Checkpoints
Yu Chen, Zhenming Liu, Bin Ren, Xin Jin
2020International Conference on Machine Learning25 citations
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26ms Inference Time for ResNet-50: Towards Real-Time Execution of all DNNs on Smartphone
Wei Niu, Xiao-Long Ma, Yan-Zhi Wang, Bin Ren
2019arXiv.org25 citations
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A Privacy-Preserving-Oriented DNN Pruning and Mobile Acceleration Framework
Yifan Gong, Zheng Zhan, Z. Li, Wei Niu +7 more
2020ACM Great Lakes Symposium on VLSI23 citations Open access
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Efficient execution of recursive programs on commodity vector hardware
Bin Ren, Youngjoon Jo, S. Krishnamoorthy, Kunal Agrawal +1 more
2015ACM-SIGPLAN Symposium on Programming Language Design and Implementation23 citations Open access
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Towards Real-Time Segmentation on the Edge
Yan-Yu Li, Changdi Yang, Pu Zhao, Geng Yuan +8 more
2023AAAI Conference on Artificial Intelligence22 citations Open access
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A High-Performance Sparse Tensor Algebra Compiler in Multi-Level IR
Ruiqin Tian, Luanzheng Guo, Jiajia Li, Bin Ren +1 more
2021arXiv.org20 citations
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Broadband acoustic focusing via binary rectangular cavity/Helmholtz resonator metasurface
Shuai Tang, Bin Ren, Yuxin Feng, Jie Song +1 more
202120 citations
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CoCoPIE: Making Mobile AI Sweet As PIE -Compression-Compilation Co-Design Goes a Long Way
Shaoshan Liu, Bin Ren, Xi-Peng Shen, Yan-Zhi Wang
2020arXiv.org19 citations
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Dynamic control of THz polarization modulation and multi-channel beam generation using a programmable metasurface.
Bin Ren, Yuxin Feng, Shuai Tang, Li Wang +2 more
2021Optics Express18 citations Open access
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High-efficiency and tunable circular polarization selectivity in photosensitive silicon-based zigzag array metasurface
Ying Cui, Xiaosai Wang, Bin Ren, Huan Jiang +1 more
2022Optics & Laser Technology17 citations
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Robot obstacle avoidance system using deep reinforcement learning
Xiao-Jun Zhu, Ying-Hao Liang, Han-Xu Sun, Xueqian Wang +1 more
2021Industrial robot17 citations
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Laser Irradiation on Limestone and Cracking: An Experimental Approach
Jiawei Liu, Yong-Q. Xin, Weiping Lv, Ye Zhu +3 more
2023Applied Sciences16 citations Open access
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BLK-REW: A Unified Block-based DNN Pruning Framework using Reweighted Regularization Method
Xiao-Long Ma, Z. Li, Yifan Gong, Tianyun Zhang +7 more
2020arXiv.org15 citations
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Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices
Wei Niu, Meng-Shu Sun, Z. Li, Jou-An Chen +6 more
2020AAAI Conference on Artificial Intelligence15 citations Open access
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A programming system for xeon phis with runtime SIMD parallelization
Xin Huo, Bin Ren, G. Agrawal
2014International Conference on Supercomputing15 citations
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Real-Time Execution of Large-scale Language Models on Mobile.
Wei Niu, Zhenglun Kong, Geng Yuan, Wei-Wen Jiang +6 more
202014 citations
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Parallelizing pruned landmark labeling: dealing with dependencies in graph algorithms
Ruo-Ming Jin, Zhen Peng, W. Wu, F. Dragan +2 more
2020International Conference on Supercomputing14 citations
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Asymmetric acoustic beam shaping based on monolayer binary metasurfaces
Shuai Tang, Bin Ren, Yuxin Feng, Jie Song +1 more
202113 citations
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Multi-Granularity Analysis of Brain Networks Assembled With Intra-Frequency and Cross-Frequency Phase Coupling for Human EEG After Stroke
Bin Ren, Kun Yang, Li Zhu, Lang Hu +3 more
2022Frontiers in Computational Neuroscience12 citations Open access
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Exploiting Vector and Multicore Parallelism for Recursive, Data- and Task-Parallel Programs
Bin Ren, S. Krishnamoorthy, Kunal Agrawal, M. Kulkarni
2017ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming12 citations Open access
Semantic Scholar
A Portable Optimization Engine for Accelerating Irregular Data-Traversal Applications on SIMD Architectures
Bin Ren, T. Mytkowicz, G. Agrawal
2014TACO11 citations Open access
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Metalens for generating multi-channel polarization-wavelength multiplexing metasurface holograms.
Xiaosai Wang, Ying Cui, Bin Ren, Shuai Tang +2 more
2022Optics Express10 citations Open access
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Real-Time Mobile Acceleration of DNNs: From Computer Vision to Medical Applications
Hongjia Li, Geng Yuan, Wei Niu, Yuxuan Cai +5 more
2021Asia and South Pacific Design Automation Conference10 citations Open access
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NVGraph: Enforcing Crash Consistency of Evolving Network Analytics in NVMM Systems
Soklong Lim, Tyler Coy, Zaixin Lu, Bin Ren +1 more
2020IEEE Transactions on Parallel and Distributed Systems10 citations Open access
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Grouped Temporal Enhancement Module for Human Action Recognition
Hong Liu, Bin Ren, Mengyuan Liu, Runwei Ding
2020International Conference on Information Photonics9 citations
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Enforcing Crash Consistency of Evolving Network Analytics in Non-Volatile Main Memory Systems
Soklong Lim, Zaixin Lu, Bin Ren, Xuechen Zhang
2019International Conference on Parallel Architectures and Compilation Techniques9 citations
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Extracting and supplementing method for EEG signal in manufacturing workshop based on deep learning of time–frequency correlation
Bin Ren, Yunjie Pan
2022Journal of Intelligent Manufacturing8 citations
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Ultra-thin 2-bit anisotropic Huygens coding metasurface for terahertz wave manipulation.
Bin Ren, Yuxin Feng, Shuai Tang, Jin‐Lei Wu +3 more
2022Optics Express7 citations Open access
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BLCR: Towards Real-time DNN Execution with Block-based Reweighted Pruning
Xiao-Long Ma, Geng Yuan, Z. Li, Yifan Gong +9 more
2022IEEE International Symposium on Quality Electronic Design7 citations
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Broadband Controllable Asymmetric Accelerating Beam via Bilayer Binary Acoustic Metasurfaces
Shuai Tang, Bin Ren, Yuxin Feng, Jie Song +1 more
2021Annals of Physics7 citations
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Achieving Real-Time Execution of Transformer-based Large-scale Models on Mobile with Compiler-aware Neural Architecture Optimization
Wei Niu, Zhenglun Kong, Geng Yuan, Wei-Wen Jiang +6 more
2020arXiv.org7 citations
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Prober: Practically Defending Overflows with Page Protection
Hongyu Liu, Ruiqin Tian, Tong-Ping Liu, Bin Ren
2020International Conference on Automated Software Engineering6 citations Open access
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Towards Real-Time DNN Inference on Mobile Platforms with Model Pruning and Compiler Optimization
Wei Niu, Pu Zhao, Zheng Zhan, X. Lin +2 more
2020International Joint Conference on Artificial Intelligence6 citations Open access
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Adaptive Visually Servoed Tracking Control for Wheeled Mobile Robot with Uncertain Model Parameters in Complex Environment
Fujie Wang, Yi Qin, Fang Guo, Bin Ren +1 more
2020Complex6 citations Open access
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