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2020 – today
- 2025
[j50]Hao Tang, Bin Ren
, Nicu Sebe:
A pure MLP-Mixer-based GAN framework for guided image translation. Pattern Recognit. 157: 110894 (2025)- 2024
- [j49]Bin Ren, Yunlong Tang, Huan Wang, Yichuan Wang, Jianxiong Liu, Ge Gao, Wei Wei:
A Multiagent Deep Reinforcement Learning Autonomous Security Management Approach for Internet of Things. IEEE Internet Things J. 11(15): 25600-25612 (2024) - [j48]Chen Zhang, Junhui Gao, Hong-Yu Chen, Lingxin Kong, Guangshuo Cao, Xiangyu Guo, Wei Liu, Bin Ren, Dong-Qing Wei:
STGIC: A graph and image convolution-based method for spatial transcriptomic clustering. PLoS Comput. Biol. 20(2) (2024) - [j47]Bin Ren, Hao Tang, Fanyang Meng, Runwei Ding, Philip Torr, Nicu Sebe:
Cloth Interactive Transformer for Virtual Try-On. ACM Trans. Multim. Comput. Commun. Appl. 20(4): 92:1-92:20 (2024) - [j46]Dong Li, Ruoming Jin, Zhenming Liu, Bin Ren, Jing Gao, Zhi Liu:
On Item-Sampling Evaluation for Recommender System. Trans. Recomm. Syst. 2(1): 7:1-7:36 (2024) - [c97]Wei Niu, Gagan Agrawal, Bin Ren:
SoD2: Statically Optimizing Dynamic Deep Neural Network Execution. ASPLOS (1) 2024: 386-400 - [c96]Wei Niu, Md. Musfiqur Rahman Sanim, Zhihao Shu, Jiexiong Guan, Xipeng Shen, Miao Yin, Gagan Agrawal, Bin Ren:
SmartMem: Layout Transformation Elimination and Adaptation for Efficient DNN Execution on Mobile. ASPLOS (3) 2024: 916-931 - [c95]Kaiwei Liu, Bin Ren, Chunhong He, Fujie Wang, Ziming Xu:
X-ray Security Contraband Detection Based on Improved YOLOX. CACML 2024: 217-223 - [c94]Bin Ren, Yongdong Wei, Chunhong He:
Dynamic Adaptive Graph Convolutional Networks for Traffic Flow Regulation. CSCWD 2024: 236-241 - [c93]Bin Ren, Yawei Li, Nancy Mehta, Radu Timofte, Hongyuan Yu, Cheng Wan, Yuxin Hong, Bingnan Han, Zhuoyuan Wu, Yajun Zou, Yuqing Liu, Jizhe Li, Keji He, Chao Fan, Heng Zhang, Xiaolin Zhang, Xuanwu Yin, Kunlong Zuo, Bohao Liao, Peizhe Xia, Long Peng, Zhibo Du, Xin Di, Wangkai Li, Yang Wang, Wei Zhai, Renjing Pei, Jiaming Guo, Songcen Xu, Yang Cao, Zhengjun Zha, Yan Wang, Yi Liu, Qing Wang, Gang Zhang, Liou Zhang, Shijie Zhao, Long Sun, Jinshan Pan, Jiangxin Dong, Jinhui Tang, Xin Liu, Min Yan, Qian Wang, Menghan Zhou, Yiqiang Yan, Yixuan Liu, Wensong Chan, Dehua Tang, Dong Zhou, Li Wang, Lu Tian, Emad Barsoum, Bohan Jia, Junbo Qiao, Yunshuai Zhou, Yun Zhang, Wei Li, Shaohui Lin, Shenglong Zhou, Binbin Chen, Jincheng Liao, Suiyi Zhao, Zhao Zhang, Bo Wang, Yan Luo, Yanyan Wei, Feng Li, Mingshen Wang, Yawei Li, Jinhan Guan, Dehua Hu, Jiawei Yu, Qisheng Xu, Tao Sun, Long Lan, Kele Xu, Xin Lin, Jingtong Yue, Lehan Yang, Shiyi Du, Lu Qi, Chao Ren, Zeyu Han, Yuhan Wang, Chaolin Chen, Haobo Li, Mingjun Zheng, Zhongbao Yang, Lianhong Song, Xingzhuo Yan, Minghan Fu, Jingyi Zhang, Baiang Li, Qi Zhu, Xiaogang Xu, Dan Guo, Chunle Guo, Jiadi Chen, Huanhuan Long, Chunjiang Duanmu, Xiaoyan Lei, Jie Liu, Weilin Jia, Weifeng Cao, Wenlong Zhang, Yanyu Mao, Ruilong Guo, Nihao Zhang, Qian Wang, Manoj Pandey, Maksym Chernozhukov, Giang Le, Shuli Cheng, Hongyuan Wang, Ziyan Wei, Qingting Tang, Liejun Wang, Yongming Li, Yanhui Guo, Hao Xu, Akram Khatami-Rizi, Ahmad Mahmoudi-Aznaveh, Chih-Chung Hsu, Chia-Ming Lee, Yi-Shiuan Chou, Amogh Joshi, Nikhil Akalwadi, Sampada Malagi, Palani Yashaswini, Chaitra Desai, Ramesh Ashok Tabib, Ujwala Patil, Uma Mudenagudi:
The Ninth NTIRE 2024 Efficient Super-Resolution Challenge Report. CVPR Workshops 2024: 6595-6631 - [c92]Yushu Wu, Chao Wu, Geng Yuan, Yanyu Li, Weichao Guo, Jing Rao, Xipeng Shen, Bin Ren, Yanzhi Wang:
DACO: Pursuing Ultra-low Power Consumption via DNN-Adaptive CPU-GPU CO-optimization on Mobile Devices. DATE 2024: 1-2 - [c91]Mengyi Zhao, Mengyuan Liu, Bin Ren, Shuling Dai, Nicu Sebe:
Denoising Diffusion Probabilistic Models for Action-Conditioned 3D Motion Generation. ICASSP 2024: 4225-4229 - [c90]Gen Li, Lu Yin, Jie Ji, Wei Niu, Minghai Qin, Bin Ren, Linke Guo, Shiwei Liu, Xiaolong Ma:
NeurRev: Train Better Sparse Neural Network Practically via Neuron Revitalization. ICLR 2024 - [c89]Mert Hidayetoglu, Simon Garcia De Gonzalo, Elliott Slaughter, Yu Li, Christopher Zimmer, Tekin Bicer, Bin Ren, William Gropp, Wen-Mei Hwu, Alex Aiken:
CommBench: Micro-Benchmarking Hierarchical Networks with Multi-GPU, Multi-NIC Nodes. ICS 2024: 426-436 - [c88]Yuming Huang, Bin Ren, Ziming Xu, Lianghong Wu:
MRHER: Model-based Relay Hindsight Experience Replay for Sequential Object Manipulation Tasks with Sparse Rewards. IJCNN 2024: 1-8 - [c87]Hexiao Fan, Bin Ren, Chunhong He:
Cross-Channel spatial interaction attention graphs convolutional networs for traffic flow prediction. IoTAAI 2024: 140-144 - [c86]Malith Jayaweera, Yanyu Li, Yanzhi Wang, Bin Ren, David R. Kaeli:
DEFCON: Deformable Convolutions Leveraging Interval Search and GPU Texture Hardware. IPDPS 2024: 644-655 - [c85]Baoyu Hou, Dan Luo, Jiajun Zhang, Bin Ren, Jie Wang, Zhixiang Mao:
Research on non-intrusive load identification based on VMD-LSTM. PEAI 2024: 493-497 - [i63]Ti Wang, Mengyuan Liu, Hong Liu, Bin Ren, Yingxuan You, Wenhao Li, Nicu Sebe, Xia Li:
Uncertainty-Aware Testing-Time Optimization for 3D Human Pose Estimation. CoRR abs/2402.02339 (2024) - [i62]Bin Ren, Yawei Li, Jingyun Liang, Rakesh Ranjan, Mengyuan Liu, Rita Cucchiara, Luc Van Gool, Nicu Sebe:
Key-Graph Transformer for Image Restoration. CoRR abs/2402.02634 (2024) - [i61]Wei Niu, Gagan Agrawal, Bin Ren:
SoD2: Statically Optimizing Dynamic Deep Neural Network. CoRR abs/2403.00176 (2024) - [i60]Xavier Alameda-Pineda, Angus Addlesee, Daniel Hernández García, Chris Reinke, Soraya Arias, Federica Arrigoni, Alex Auternaud, Lauriane Blavette, Cigdem Beyan, Luis G. Camara, Ohad Cohen, Alessandro Conti, Sébastien Dacunha, Christian Dondrup, Yoav Ellinson, Francesco Ferro, Sharon Gannot, Florian Gras, Nancie Gunson, Radu Horaud, Moreno D'Incà, Imad Kimouche, Séverin Lemaignan, Oliver Lemon, Cyril Liotard, Luca Marchionni, Mordehay Moradi, Tomás Pajdla, Maribel Pino, Michal Polic, Matthieu Py, Ariel Rado, Bin Ren, Elisa Ricci, Anne-Sophie Rigaud, Paolo Rota, Marta Romeo, Nicu Sebe, Weronika Sieinska, Pinchas Tandeitnik, Francesco Tonini, Nicolas Turro, Timothée Wintz, Yanchao Yu:
Socially Pertinent Robots in Gerontological Healthcare. CoRR abs/2404.07560 (2024) - [i59]Bin Ren, Yawei Li, Nancy Mehta, Radu Timofte, Hongyuan Yu, Cheng Wan, Yuxin Hong, Bingnan Han, Zhuoyuan Wu, Yajun Zou, Yuqing Liu, Jizhe Li, Keji He, Chao Fan, Heng Zhang, Xiaolin Zhang, Xuanwu Yin, Kunlong Zuo, Bohao Liao, Peizhe Xia, Long Peng, Zhibo Du, Xin Di, Wangkai Li, Yang Wang, Wei Zhai, Renjing Pei, Jiaming Guo, Songcen Xu, Yang Cao, Zhengjun Zha, Yan Wang, Yi Liu, Qing Wang, Gang Zhang, Liou Zhang, Shijie Zhao, Long Sun, Jinshan Pan, Jiangxin Dong, Jinhui Tang, Xin Liu, Min Yan, Qian Wang, Menghan Zhou, Yiqiang Yan, Yixuan Liu, Wensong Chan, Dehua Tang, Dong Zhou, Li Wang, Lu Tian, Emad Barsoum, Bohan Jia, Junbo Qiao, Yunshuai Zhou, Yun Zhang, Wei Li, Shaohui Lin, Shenglong Zhou, Binbin Chen, Jincheng Liao, Suiyi Zhao, Zhao Zhang, Bo Wang, Yan Luo, Yanyan Wei, Feng Li, Mingshen Wang, Yawei Li, Jinhan Guan, Dehua Hu, Jiawei Yu, Qisheng Xu, Tao Sun, Long Lan, Kele Xu, Xin Lin, Jingtong Yue, Lehan Yang, Shiyi Du, Lu Qi, Chao Ren, Zeyu Han, Yuhan Wang, Chaolin Chen, Haobo Li, Mingjun Zheng, Zhongbao Yang, Lianhong Song, Xingzhuo Yan, Minghan Fu, Jingyi Zhang, Baiang Li, Qi Zhu, Xiaogang Xu, Dan Guo, Chunle Guo, Jiadi Chen, Huanhuan Long:
The Ninth NTIRE 2024 Efficient Super-Resolution Challenge Report. CoRR abs/2404.10343 (2024) - [i58]Wei Niu, Md. Musfiqur Rahman Sanim, Zhihao Shu, Jiexiong Guan, Xipeng Shen, Miao Yin, Gagan Agrawal, Bin Ren:
SmartMem: Layout Transformation Elimination and Adaptation for Efficient DNN Execution on Mobile. CoRR abs/2404.13528 (2024) - [i57]Bin Ren, Yawei Li, Jingyun Liang, Rakesh Ranjan, Mengyuan Liu, Rita Cucchiara, Luc Van Gool, Ming-Hsuan Yang, Nicu Sebe:
Sharing Key Semantics in Transformer Makes Efficient Image Restoration. CoRR abs/2405.20008 (2024) - [i56]Bin Ren, Guofeng Mei, Danda Pani Paudel, Weijie Wang, Yawei Li, Mengyuan Liu, Rita Cucchiara, Luc Van Gool, Nicu Sebe:
Bringing Masked Autoencoders Explicit Contrastive Properties for Point Cloud Self-Supervised Learning. CoRR abs/2407.05862 (2024) - [i55]Bin Ren, Eduard Zamfir, Yawei Li, Zongwei Wu, Danda Pani Paudel, Radu Timofte, Nicu Sebe, Luc Van Gool:
Any Image Restoration with Efficient Automatic Degradation Adaptation. CoRR abs/2407.13372 (2024) - [i54]Qi Ma, Yue Li, Bin Ren, Nicu Sebe, Ender Konukoglu, Theo Gevers, Luc Van Gool, Danda Pani Paudel:
ShapeSplat: A Large-scale Dataset of Gaussian Splats and Their Self-Supervised Pretraining. CoRR abs/2408.10906 (2024) - [i53]Yidi Li, Yihan Li, Yixin Guo, Bin Ren, Zhenhuan Xu, Hao Guo, Hong Liu, Nicu Sebe:
Global-Local Distillation Network-Based Audio-Visual Speaker Tracking with Incomplete Modalities. CoRR abs/2408.14585 (2024) - [i52]Yidi Li, Jiahao Wen, Bin Ren, Wenhao Li, Zhenhuan Xu, Hao Guo, Hong Liu, Nicu Sebe:
PVAFN: Point-Voxel Attention Fusion Network with Multi-Pooling Enhancing for 3D Object Detection. CoRR abs/2408.14600 (2024) - [i51]Jiaze E, Srutarshi Banerjee, Tekin Bicer, Guannan Wang, Bin Ren:
FCDM: Sparse-view Sinogram Inpainting with Frequency Domain Convolution Enhanced Diffusion Models. CoRR abs/2409.06714 (2024) - 2023
- [j45]Jou-An Chen, Wei Niu, Bin Ren, Yanzhi Wang, Xipeng Shen:
Survey: Exploiting Data Redundancy for Optimization of Deep Learning. ACM Comput. Surv. 55(10): 212:1-212:38 (2023) - [j44]Minjia Zhang, Jie Ren, Zhen Peng, Ruoming Jin, Dong Li, Bin Ren:
iQAN: Fast and Accurate Vector Search with Efficient Intra-Query Parallelism on Multi-Core Architectures. IEEE Data Eng. Bull. 46(3): 22-38 (2023) - [j43]Jialun Cai, Weibo Huang, Yingxuan You, Zhan Chen, Bin Ren, Hong Liu:
SPSD: Semantics and Deep Reinforcement Learning Based Motion Planning for Supermarket Robot. IEICE Trans. Inf. Syst. 106(5): 765-772 (2023) - [j42]Bin Ren, Jianwei Liu, Wanli Guan, Pengyu Ren:
Gait phase recognition of multi-mode locomotion based on multi-layer perceptron for the plantar pressure measurement system. Int. J. Intell. Robotics Appl. 7(3): 602-614 (2023) - [j41]Bin Ren, Yunjie Pan:
Extracting and supplementing method for EEG signal in manufacturing workshop based on deep learning of time-frequency correlation. J. Intell. Manuf. 34(7): 3179-3196 (2023) - [j40]Huan Wang, Xiaoqiang Di, Yan Wang, Bin Ren, Ge Gao, Junyi Deng:
An Intelligent Digital Twin Method Based on Spatio-Temporal Feature Fusion for IoT Attack Behavior Identification. IEEE J. Sel. Areas Commun. 41(11): 3561-3572 (2023) - [j39]Bin Ren, Wanli Guan, Qinyu Zhou, Zilin Wang:
EEG-Based Driver Fatigue Monitoring within a Human-Ship-Environment System: Implications for Ship Braking Safety. Sensors 23(10): 4644 (2023) - [j38]Hao Tang, Lei Ding, Songsong Wu, Bin Ren, Nicu Sebe, Paolo Rota:
Deep Unsupervised Key Frame Extraction for Efficient Video Classification. ACM Trans. Multim. Comput. Commun. Appl. 19(3): 119:1-119:17 (2023) - [c84]Yanyu Li, Changdi Yang, Pu Zhao, Geng Yuan, Wei Niu, Jiexiong Guan, Hao Tang, Minghai Qin, Qing Jin, Bin Ren, Xue Lin, Yanzhi Wang:
Towards Real-Time Segmentation on the Edge. AAAI 2023: 1468-1476 - [c83]Dong Li, Ruoming Jin, Zhenming Liu, Bin Ren, Jing Gao, Zhi Liu:
Towards Reliable Item Sampling for Recommendation Evaluation. AAAI 2023: 4409-4416 - [c82]Chang Liu, Mengyi Zhao, Bin Ren, Mengyuan Liu, Nicu Sebe:
Spatio-Temporal Graph Diffusion for Text-Driven Human Motion Generation. BMVC 2023: 722-729 - [c81]Gen Li, Jie Ji, Minghai Qin, Wei Niu, Bin Ren, Fatemeh Afghah, Linke Guo, Xiaolong Ma:
Towards High-Quality and Efficient Video Super-Resolution via Spatial-Temporal Data Overfitting. CVPR 2023: 10259-10269 - [c80]Changdi Yang, Pu Zhao, Yanyu Li, Wei Niu, Jiexiong Guan, Hao Tang, Minghai Qin, Bin Ren, Xue Lin, Yanzhi Wang:
Pruning Parameterization with Bi-level Optimization for Efficient Semantic Segmentation on the Edge. CVPR 2023: 15402-15412 - [c79]Bin Ren, Yahui Liu, Yue Song, Wei Bi, Rita Cucchiara, Nicu Sebe, Wei Wang:
Masked Jigsaw Puzzle: A Versatile Position Embedding for Vision Transformers. CVPR 2023: 20382-20391 - [c78]Bin Ren, Hao Tang, Yiming Wang, Xia Li, Wei Wang, Nicu Sebe:
PI-Trans: Parallel-Convmlp and Implicit-Transformation Based Gan for Cross-View Image Translation. ICASSP 2023: 1-5 - [c77]Hao Zhang, Malith Jayaweera, Bin Ren, Yanzhi Wang, Sucheta Soundarajan:
Unfairness in Distributed Graph Frameworks. ICDM 2023: 1529-1534 - [c76]Daniel T. Chen, Ethan H. Hansen, Xinpeng Li, Vinooth Kulkarni, Vipin Chaudhary, Bin Ren, Qiang Guan, Sanmukh Kuppannagari, Ji Liu, Shuai Xu:
Efficient Quantum Circuit Cutting by Neglecting Basis Elements. IPDPS Workshops 2023: 517-523 - [c75]Zhen Peng, Minjia Zhang, Kai Li, Ruoming Jin, Bin Ren:
iQAN: Fast and Accurate Vector Search with Efficient Intra-Query Parallelism on Multi-Core Architectures. PPoPP 2023: 313-328 - [c74]Hsin-Hsuan Sung, Jou-An Chen, Wei Niu, Jiexiong Guan, Bin Ren, Xipeng Shen:
Decentralized Application-Level Adaptive Scheduling for Multi-Instance DNNs on Open Mobile Devices. USENIX ATC 2023: 865-877 - [i50]Mengyi Zhao, Mengyuan Liu, Bin Ren, Shuling Dai, Nicu Sebe:
Modiff: Action-Conditioned 3D Motion Generation with Denoising Diffusion Probabilistic Models. CoRR abs/2301.03949 (2023) - [i49]Gen Li, Jie Ji, Minghai Qin, Wei Niu, Bin Ren, Fatemeh Afghah, Linke Guo, Xiaolong Ma:
Towards High-Quality and Efficient Video Super-Resolution via Spatial-Temporal Data Overfitting. CoRR abs/2303.08331 (2023) - [i48]Yuming Huang, Bin Ren:
RoMo-HER: Robust Model-based Hindsight Experience Replay. CoRR abs/2306.16061 (2023) - [i47]Weijie Wang, Guofeng Mei, Bin Ren, Xiaoshui Huang, Fabio Poiesi, Luc Van Gool, Nicu Sebe, Bruno Lepri:
Zero-Shot Point Cloud Registration. CoRR abs/2312.03032 (2023) - [i46]Dong Li, Ruoming Jin, Bin Ren:
Revisiting Recommendation Loss Functions through Contrastive Learning (Technical Report). CoRR abs/2312.08520 (2023) - 2022
- [j37]Bin Ren, Xurong Luo, Heng Li, Jiayu Chen, Yao Wang:
Gait trajectory-based interactive controller for lower limb exoskeletons for construction workers. Comput. Aided Civ. Infrastructure Eng. 37(5): 558-572 (2022) - [j36]Bin Ren, Kun Yang, Li Zhu, Lang Hu, Tao Qiu, Wanzeng Kong, Jianhai Zhang:
Multi-Granularity Analysis of Brain Networks Assembled With Intra-Frequency and Cross-Frequency Phase Coupling for Human EEG After Stroke. Frontiers Comput. Neurosci. 16: 785397 (2022) - [j35]Xiaojun Zhu, Yinghao Liang, Hanxu Sun, Xueqian Wang, Bin Ren:
Robot obstacle avoidance system using deep reinforcement learning. Ind. Robot 49(2): 301-310 (2022) - [j34]Wei Niu, Zhengang Li, Xiaolong Ma, Peiyan Dong, Gang Zhou, Xuehai Qian, Xue Lin, Yanzhi Wang, Bin Ren:
GRIM: A General, Real-Time Deep Learning Inference Framework for Mobile Devices Based on Fine-Grained Structured Weight Sparsity. IEEE Trans. Pattern Anal. Mach. Intell. 44(10): 6224-6239 (2022) - [j33]Qihan Wang, Zhen Peng, Bin Ren, Jie Chen, Robert G. Edwards:
MemHC: An Optimized GPU Memory Management Framework for Accelerating Many-body Correlation. ACM Trans. Archit. Code Optim. 19(2): 24:1-24:26 (2022) - [j32]Geng Yuan, Peiyan Dong, Mengshu Sun, Wei Niu, Zhengang Li, Yuxuan Cai, Yanyu Li, Jun Liu, Weiwen Jiang, Xue Lin, Bin Ren, Xulong Tang, Yanzhi Wang:
Mobile or FPGA? A Comprehensive Evaluation on Energy Efficiency and a Unified Optimization Framework. ACM Trans. Embed. Comput. Syst. 21(5): 65:1-65:22 (2022) - [j31]Bin Ren, Yuquiang Chen, Fujie Wang:
Application Massive Data Processing Platform for Smart Manufacturing Based on Optimization of Data Storage. ACM Trans. Manag. Inf. Syst. 13(4): 37:1-37:20 (2022) - [j30]Yifan Gong, Geng Yuan, Zheng Zhan, Wei Niu, Zhengang Li, Pu Zhao, Yuxuan Cai, Sijia Liu, Bin Ren, Xue Lin, Xulong Tang, Yanzhi Wang:
Automatic Mapping of the Best-Suited DNN Pruning Schemes for Real-Time Mobile Acceleration. ACM Trans. Design Autom. Electr. Syst. 27(5): 47:1-47:26 (2022) - [j29]Mert Hidayetoglu, Tekin Biçer, Simon Garcia de Gonzalo, Bin Ren, Doga Gürsoy, Rajkumar Kettimuthu, Ian T. Foster, Wen-Mei W. Hwu:
MemXCT: Design, Optimization, Scaling, and Reproducibility of X-Ray Tomography Imaging. IEEE Trans. Parallel Distributed Syst. 33(9): 2014-2031 (2022) - [j28]Pengcheng Zhang, Bin Ren, Hai Dong, Qiyin Dai:
CAGFuzz: Coverage-Guided Adversarial Generative Fuzzing Testing for Image-Based Deep Learning Systems. IEEE Trans. Software Eng. 48(11): 4630-4646 (2022) - [c73]Yushu Wu, Yifan Gong, Pu Zhao, Yanyu Li, Zheng Zhan, Wei Niu, Hao Tang, Minghai Qin, Bin Ren, Yanzhi Wang:
Compiler-Aware Neural Architecture Search for On-Mobile Real-time Super-Resolution. ECCV (19) 2022: 92-111 - [c72]Zhenglun Kong, Peiyan Dong, Xiaolong Ma, Xin Meng, Wei Niu, Mengshu Sun, Xuan Shen, Geng Yuan, Bin Ren, Hao Tang, Minghai Qin, Yanzhi Wang:
SPViT: Enabling Faster Vision Transformers via Latency-Aware Soft Token Pruning. ECCV (11) 2022: 620-640 - [c71]Yanyu Li, Xuan Shen, Geng Yuan, Jiexiong Guan, Wei Niu, Hao Tang, Bin Ren, Yanzhi Wang:
Real-Time Portrait Stylization on the Edge. IJCAI 2022: 5928-5931 - [c70]Qihan Wang, Bin Ren, Jie Chen, Robert G. Edwards:
MICCO: An Enhanced Multi-GPU Scheduling Framework for Many-Body Correlation Functions. IPDPS 2022: 135-145 - [c69]Xiaolong Ma, Geng Yuan, Zhengang Li, Yifan Gong, Tianyun Zhang, Wei Niu, Zheng Zhan, Pu Zhao, Ning Liu, Jian Tang, Xue Lin, Bin Ren, Yanzhi Wang:
BLCR: Towards Real-time DNN Execution with Block-based Reweighted Pruning. ISQED 2022: 1-8 - [c68]Wei Niu, Jiexiong Guan, Xipeng Shen, Yanzhi Wang, Gagan Agrawal, Bin Ren:
GCD2: A Globally Optimizing Compiler for Mapping DNNs to Mobile DSPs. MICRO 2022: 512-529 - [c67]Junjie Wang, Jiexiong Guan, Y. Alicia Hong, Hong Xue, Shuangquan Wang, Zhenming Liu, Bin Ren, Gang Zhou:
Towards Socially Acceptable Food Type Recognition. MSN 2022: 671-678 - [c66]Zifeng Wang, Zheng Zhan, Yifan Gong, Geng Yuan, Wei Niu, Tong Jian, Bin Ren, Stratis Ioannidis, Yanzhi Wang, Jennifer G. Dy:
SparCL: Sparse Continual Learning on the Edge. NeurIPS 2022 - [c65]Hsin-Hsuan Sung, Yuanchao Xu, Jiexiong Guan, Wei Niu, Bin Ren, Yanzhi Wang, Shaoshan Liu, Xipeng Shen:
Brief Industry Paper: Enabling Level-4 Autonomous Driving on a Single $1k Off-the-Shelf Card. RTAS 2022: 297-300 - [i45]Zhen Peng, Minjia Zhang, Kai Li, Ruoming Jin, Bin Ren:
Speed-ANN: Low-Latency and High-Accuracy Nearest Neighbor Search via Intra-Query Parallelism. CoRR abs/2201.13007 (2022) - [i44]Yahui Liu, Bin Ren, Yue Song, Wei Bi, Nicu Sebe, Wei Wang:
Breaking the Chain of Gradient Leakage in Vision Transformers. CoRR abs/2205.12551 (2022) - [i43]Yanyu Li, Xuan Shen, Geng Yuan, Jiexiong Guan, Wei Niu, Hao Tang, Bin Ren, Yanzhi Wang:
Real-Time Portrait Stylization on the Edge. CoRR abs/2206.01244 (2022) - [i42]Xiaofeng Li, Bin Ren, Xipeng Shen, Yanzhi Wang:
CoCoPIE XGen: A Full-Stack AI-Oriented Optimizing Framework. CoRR abs/2206.10620 (2022) - [i41]Bin Ren, Hao Tang, Yiming Wang, Xia Li, Wei Wang, Nicu Sebe:
PI-Trans: Parallel-ConvMLP and Implicit-Transformation Based GAN for Cross-View Image Translation. CoRR abs/2207.04242 (2022) - [i40]Yushu Wu, Yifan Gong, Pu Zhao, Yanyu Li, Zheng Zhan, Wei Niu, Hao Tang, Minghai Qin, Bin Ren, Yanzhi Wang:
Compiler-Aware Neural Architecture Search for On-Mobile Real-time Super-Resolution. CoRR abs/2207.12577 (2022) - [i39]Jou-An Chen, Wei Niu, Bin Ren, Yanzhi Wang, Xipeng Shen:
Survey: Exploiting Data Redundancy for Optimization of Deep Learning. CoRR abs/2208.13363 (2022) - [i38]Zifeng Wang, Zheng Zhan, Yifan Gong, Geng Yuan, Wei Niu, Tong Jian, Bin Ren, Stratis Ioannidis, Yanzhi Wang, Jennifer G. Dy:
SparCL: Sparse Continual Learning on the Edge. CoRR abs/2209.09476 (2022) - [i37]Hao Tang, Lei Ding, Songsong Wu, Bin Ren, Nicu Sebe, Paolo Rota:
Deep Unsupervised Key Frame Extraction for Efficient Video Classification. CoRR abs/2211.06742 (2022) - [i36]Dong Li, Ruoming Jin, Zhenming Liu, Bin Ren, Jing Gao, Zhi Liu:
Towards Reliable Item Sampling for Recommendation Evaluation. CoRR abs/2211.15743 (2022) - 2021
- [j27]Hui Guan, Shaoshan Liu, Xiaolong Ma, Wei Niu, Bin Ren, Xipeng Shen, Yanzhi Wang, Pu Zhao:
CoCoPIE: enabling real-time AI on off-the-shelf mobile devices via compression-compilation co-design. Commun. ACM 64(6): 62-68 (2021) - [j26]Zhenyu Zhang, Shaoli Kang, Bin Ren, Xiang Zhang:
Time of Arrival Ranging and Localization Algorithm in Multi-Path and Non-Line-of-Sight Environments in OFDM System. IEICE Trans. Commun. 104-B(10): 1366-1376 (2021) - [j25]Bin Ren, Zhiqiang Zhang:
Design of 4PUS-PPPS redundant parallel mechanism oriented to the visual system of flight simulator. Int. J. Intell. Robotics Appl. 5(4): 534-542 (2021) - [j24]Bin Ren, Yao Wang, Jiayu Chen, Silu Chen:
A Novel Nonlinear Disturbance Observer Embedded Second-Order Finite Time Tracking-Based Controller for Robotic Manipulators. J. Comput. Inf. Sci. Eng. 21(6) (2021) - [j23]Bin Ren, Jianwei Liu:
Design of a Plantar Pressure Insole Measuring System Based on Modular Photoelectric Pressure Sensor Unit. Sensors 21(11): 3780 (2021) - [c64]Yuxuan Cai, Hongjia Li, Geng Yuan, Wei Niu, Yanyu Li, Xulong Tang, Bin Ren, Yanzhi Wang:
YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design. AAAI 2021: 955-963 - [c63]Wei Niu, Mengshu Sun, Zhengang Li, Jou-An Chen, Jiexiong Guan, Xipeng Shen, Yanzhi Wang, Sijia Liu, Xue Lin, Bin Ren:
RT3D: Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices. AAAI 2021: 9179-9187 - [c62]Yuxuan Cai, Geng Yuan, Hongjia Li, Wei Niu, Yanyu Li, Xulong Tang, Bin Ren, Yanzhi Wang:
A Compression-Compilation Co-Design Framework Towards Real-Time Object Detection on Mobile Devices. AAAI 2021: 15997-16000 - [c61]Guang Lin, Li Zhu, Bin Ren, Yiteng Hu, Jianhai Zhang:
Multi-Branch Network for Cross-Subject EEG-based Emotion Recognition. ACML 2021: 705-720 - [c60]Hongjia Li, Geng Yuan, Wei Niu, Yuxuan Cai, Mengshu Sun, Zhengang Li, Bin Ren, Xue Lin, Yanzhi Wang:
Real-Time Mobile Acceleration of DNNs: From Computer Vision to Medical Applications. ASP-DAC 2021: 581-586 - [c59]Lang Hu, Li Zhu, Hui Huang, Guang Lin, Bin Ren, Jianhai Zhang:
Speaker recognition with voice evoked EEG. BIBM 2021: 2231-2236 - [c58]Bin Ren, Hao Tang, Nicu Sebe:
Cascaded Cross MLP-Mixer GANs for Cross-View Image Translation. BMVC 2021: 218 - [c57]Zhengang Li, Geng Yuan, Wei Niu, Pu Zhao, Yanyu Li, Yuxuan Cai, Xuan Shen, Zheng Zhan, Zhenglun Kong, Qing Jin, Zhiyu Chen, Sijia Liu, Kaiyuan Yang, Bin Ren, Yanzhi Wang, Xue Lin:
NPAS: A Compiler-Aware Framework of Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration. CVPR 2021: 14255-14266 - [c56]Pu Zhao, Geng Yuan, Yuxuan Cai, Wei Niu, Qi Liu, Wujie Wen, Bin Ren, Yanzhi Wang, Xue Lin:
Neural Pruning Search for Real-Time Object Detection of Autonomous Vehicles. DAC 2021: 835-840 - [c55]Qihan Wang, Wei Niu, Li Chen, Ruoming Jin, Bin Ren:
HEALS: A Parallel eALS Recommendation System on CPU/GPU Heterogeneous Platforms. HiPC 2021: 252-261 - [c54]Junyao Wang, Yansong Song, Huilin Jiang, Tong Wang, Bin Ren:
Research and Dynamic Demonstration Test of One-Point to Multi-Point Space Laser Communication System. ICAIT 2021: 143-146 - [c53]Zheng Zhan, Yifan Gong, Pu Zhao, Geng Yuan, Wei Niu, Yushu Wu, Tianyun Zhang, Malith Jayaweera, David R. Kaeli, Bin Ren, Xue Lin, Yanzhi Wang:
Achieving on-Mobile Real-Time Super-Resolution with Neural Architecture and Pruning Search. ICCV 2021: 4801-4811 - [c52]Yingfeng Wu, Bin Ren, Haohan Chen:
Application of Grey Wolf Optimization in Anti-collision Vehicle. ICMLSC 2021: 135-140 - [c51]Chengming Zhang, Geng Yuan, Wei Niu, Jiannan Tian, Sian Jin, Donglin Zhuang, Zhe Jiang, Yanzhi Wang, Bin Ren, Shuaiwen Leon Song, Dingwen Tao:
ClickTrain: efficient and accurate end-to-end deep learning training via fine-grained architecture-preserving pruning. ICS 2021: 266-278 - [c50]Wei Niu, Zhenglun Kong, Geng Yuan, Weiwen Jiang, Jiexiong Guan, Caiwen Ding, Pu Zhao, Sijia Liu, Bin Ren, Yanzhi Wang:
A Compression-Compilation Framework for On-mobile Real-time BERT Applications. IJCAI 2021: 5000-5003 - [c49]Xuan Shen, Geng Yuan, Wei Niu, Xiaolong Ma, Jiexiong Guan, Zhengang Li, Bin Ren, Yanzhi Wang:
Towards Fast and Accurate Multi-Person Pose Estimation on Mobile Devices. IJCAI 2021: 5012-5015 - [c48]Bin Ren, Rongyi Fang, Xiaotao Ren, Gang Li, Hui Li, Zheng Zhao, Jianxiang Li, Ren Da, Shaohui Sun:
Progress of 3GPP Rel-17 Standards on New Radio (NR) Positioning. IPIN-WiP 2021 - [c47]Haijian Xu, Shaoshuai Fan, Hui Tian, Bin Ren, Gang Li, Rongyi Fang, Shaohui Sun:
LoS/NLoS Identification Based on Double-Polarized Antenna and Convolutional Neural Networks. IPIN-WiP 2021 - [c46]Chaofan Zheng, Haoshuai Fan, Hui Tian, Bin Ren, Ren Da, Zhenyu Zhang, Shaohui Sun:
DoA and ToA Estimation Method of OFDM Signal Based on Cascaded Deep Neural Network. IPIN-WiP 2021 - [c45]Ruiqin Tian, Luanzheng Guo, Jiajia Li, Bin Ren, Gokcen Kestor:
A High Performance Sparse Tensor Algebra Compiler in MLIR. LLVM-HPC@SC 2021: 27-38 - [c44]Geng Yuan, Xiaolong Ma, Wei Niu, Zhengang Li, Zhenglun Kong, Ning Liu, Yifan Gong, Zheng Zhan, Chaoyang He, Qing Jin, Siyue Wang, Minghai Qin, Bin Ren, Yanzhi Wang, Sijia Liu, Xue Lin:
MEST: Accurate and Fast Memory-Economic Sparse Training Framework on the Edge. NeurIPS 2021: 20838-20850 - [c43]Wei Niu, Jiexiong Guan, Yanzhi Wang, Gagan Agrawal, Bin Ren:
DNNFusion: accelerating deep neural networks execution with advanced operator fusion. PLDI 2021: 883-898 - [c42]Pu Zhao, Wei Niu, Geng Yuan, Yuxuan Cai, Hsin-Hsuan Sung, Shaoshan Liu, Sijia Liu, Xipeng Shen, Bin Ren, Yanzhi Wang, Xue Lin:
Brief Industry Paper: Towards Real-Time 3D Object Detection for Autonomous Vehicles with Pruning Search. RTAS 2021: 425-428 - [c41]Geng Yuan, Peiyan Dong, Mengshu Sun, Wei Niu, Zhengang Li, Yuxuan Cai, Jun Liu, Weiwen Jiang, Xue Lin, Bin Ren, Xulong Tang, Yanzhi Wang:
Work in Progress: Mobile or FPGA? A Comprehensive Evaluation on Energy Efficiency and a Unified Optimization Framework. RTAS 2021: 493-496 - [c40]Jialiang Tan, Yu Chen, Zhenming Liu, Bin Ren, Shuaiwen Leon Song, Xipeng Shen, Xu Liu:
Toward efficient interactions between Python and native libraries. ESEC/SIGSOFT FSE 2021: 1117-1128 - [i35]Ruiqin Tian, Luanzheng Guo, Jiajia Li, Bin Ren, Gokcen Kestor:
A High-Performance Sparse Tensor Algebra Compiler in Multi-Level IR. CoRR abs/2102.05187 (2021) - [i34]Erdal Mutlu, Ruiqin Tian, Bin Ren, Sriram Krishnamoorthy, Roberto Gioiosa, Jacques Pienaar, Gokcen Kestor:
COMET: A Domain-Specific Compilation of High-Performance Computational Chemistry. CoRR abs/2102.06827 (2021) - [i33]Bin Ren, Hao Tang, Fanyang Meng, Runwei Ding, Ling Shao, Philip H. S. Torr, Nicu Sebe:
Cloth Interactive Transformer for Virtual Try-On. CoRR abs/2104.05519 (2021) - [i32]Wei Niu, Zhenglun Kong, Geng Yuan, Weiwen Jiang, Jiexiong Guan, Caiwen Ding, Pu Zhao, Sijia Liu, Bin Ren, Yanzhi Wang:
A Compression-Compilation Framework for On-mobile Real-time BERT Applications. CoRR abs/2106.00526 (2021) - [i31]Pu Zhao, Wei Niu, Geng Yuan, Yuxuan Cai, Bin Ren, Yanzhi Wang, Xue Lin:
Achieving Real-Time Object Detection on MobileDevices with Neural Pruning Search. CoRR abs/2106.14943 (2021) - [i30]Xuan Shen, Geng Yuan, Wei Niu, Xiaolong Ma, Jiexiong Guan, Zhengang Li, Bin Ren, Yanzhi Wang:
Towards Fast and Accurate Multi-Person Pose Estimation on Mobile Devices. CoRR abs/2106.15304 (2021) - [i29]Jialiang Tan, Yu Chen, Zhenming Liu, Bin Ren, Shuaiwen Leon Song, Xipeng Shen, Xu Liu:
Toward Efficient Interactions between Python and Native Libraries. CoRR abs/2107.00064 (2021) - [i28]Zheng Zhan, Yifan Gong, Pu Zhao, Geng Yuan, Wei Niu, Yushu Wu, Tianyun Zhang, Malith Jayaweera, David R. Kaeli, Bin Ren, Xue Lin, Yanzhi Wang:
Achieving on-Mobile Real-Time Super-Resolution with Neural Architecture and Pruning Search. CoRR abs/2108.08910 (2021) - [i27]Wei Niu, Zhengang Li, Xiaolong Ma, Peiyan Dong, Gang Zhou, Xuehai Qian, Xue Lin, Yanzhi Wang, Bin Ren:
GRIM: A General, Real-Time Deep Learning Inference Framework for Mobile Devices based on Fine-Grained Structured Weight Sparsity. CoRR abs/2108.11033 (2021) - [i26]Wei Niu, Jiexiong Guan, Yanzhi Wang, Gagan Agrawal, Bin Ren:
DNNFusion: Accelerating Deep Neural Networks Execution with Advanced Operator Fusion. CoRR abs/2108.13342 (2021) - [i25]Hsin-Hsuan Sung, Yuanchao Xu, Jiexiong Guan, Wei Niu, Shaoshan Liu, Bin Ren, Yanzhi Wang, Xipeng Shen:
Enabling Level-4 Autonomous Driving on a Single 1 Off-the-Shelf Card. CoRR abs/2110.06373 (2021) - [i24]Bin Ren, Hao Tang, Nicu Sebe:
Cascaded Cross MLP-Mixer GANs for Cross-View Image Translation. CoRR abs/2110.10183 (2021) - [i23]Geng Yuan, Xiaolong Ma, Wei Niu, Zhengang Li, Zhenglun Kong, Ning Liu, Yifan Gong, Zheng Zhan, Chaoyang He, Qing Jin, Siyue Wang, Minghai Qin, Bin Ren, Yanzhi Wang, Sijia Liu, Xue Lin:
MEST: Accurate and Fast Memory-Economic Sparse Training Framework on the Edge. CoRR abs/2110.14032 (2021) - [i22]Yifan Gong, Geng Yuan, Zheng Zhan, Wei Niu, Zhengang Li, Pu Zhao, Yuxuan Cai, Sijia Liu, Bin Ren, Xue Lin, Xulong Tang, Yanzhi Wang:
Automatic Mapping of the Best-Suited DNN Pruning Schemes for Real-Time Mobile Acceleration. CoRR abs/2111.11581 (2021) - [i21]Zhenglun Kong, Peiyan Dong, Xiaolong Ma, Xin Meng, Wei Niu, Mengshu Sun, Bin Ren, Minghai Qin, Hao Tang, Yanzhi Wang:
SPViT: Enabling Faster Vision Transformers via Soft Token Pruning. CoRR abs/2112.13890 (2021) - 2020
- [j22]Fujie Wang, Yi Qin, Fang Guo, Bin Ren, John T. W. Yeow:
Adaptive Visually Servoed Tracking Control for Wheeled Mobile Robot with Uncertain Model Parameters in Complex Environment. Complex. 2020: 8836468:1-8836468:13 (2020) - [j21]Tinghua Li, Qinghua Yang, Xiaowei Tu, Bin Ren:
An improved torque sensorless speed control method for electric assisted bicycle with consideration of coordinate conversion. IEEE CAA J. Autom. Sinica 7(6): 1575-1584 (2020) - [j20]Bin Ren, Xurong Luo, Yao Wang, Jiayu Chen:
A Gait Trajectory Control Scheme Through Successive Approximation Based on Radial Basis Function Neural Networks for the Lower Limb Exoskeleton Robot. J. Comput. Inf. Sci. Eng. 20(3) (2020) - [j19]Bin Ren, Yao Wang, Jiayu Chen:
Trajectory-Tracking-Based Adaptive Neural Network Sliding Mode Controller for Robot Manipulators. J. Comput. Inf. Sci. Eng. 20(3) (2020) - [j18]Soklong Lim, Tyler Coy, Zaixin Lu, Bin Ren, Xuechen Zhang:
NVGraph: Enforcing Crash Consistency of Evolving Network Analytics in NVMM Systems. IEEE Trans. Parallel Distributed Syst. 31(6): 1255-1269 (2020) - [c39]Xiaolong Ma, Fu-Ming Guo, Wei Niu, Xue Lin, Jian Tang, Kaisheng Ma, Bin Ren, Yanzhi Wang:
PCONV: The Missing but Desirable Sparsity in DNN Weight Pruning for Real-Time Execution on Mobile Devices. AAAI 2020: 5117-5124 - [c38]Wei Niu, Xiaolong Ma, Sheng Lin, Shihao Wang, Xuehai Qian, Xue Lin, Yanzhi Wang, Bin Ren:
PatDNN: Achieving Real-Time DNN Execution on Mobile Devices with Pattern-based Weight Pruning. ASPLOS 2020: 907-922 - [c37]Yu Chen, Ivy Bo Peng, Zhen Peng, Xu Liu, Bin Ren:
ATMem: adaptive data placement in graph applications on heterogeneous memories. CGO 2020: 293-304 - [c36]Peiyan Dong, Siyue Wang, Wei Niu, Chengming Zhang, Sheng Lin, Zhengang Li, Yifan Gong, Bin Ren, Xue Lin, Dingwen Tao:
RTMobile: Beyond Real-Time Mobile Acceleration of RNNs for Speech Recognition. DAC 2020: 1-6 - [c35]Xiaolong Ma, Wei Niu, Tianyun Zhang, Sijia Liu, Sheng Lin, Hongjia Li, Wujie Wen, Xiang Chen, Jian Tang, Kaisheng Ma, Bin Ren, Yanzhi Wang:
An Image Enhancing Pattern-Based Sparsity for Real-Time Inference on Mobile Devices. ECCV (13) 2020: 629-645 - [c34]Yifan Gong, Zheng Zhan, Zhengang Li, Wei Niu, Xiaolong Ma, Wenhao Wang, Bin Ren, Caiwen Ding, Xue Lin, Xiaolin Xu, Yanzhi Wang:
A Privacy-Preserving-Oriented DNN Pruning and Mobile Acceleration Framework. ACM Great Lakes Symposium on VLSI 2020: 119-124 - [c33]Hong Liu, Bin Ren, Mengyuan Liu, Runwei Ding:
Grouped Temporal Enhancement Module for Human Action Recognition. ICIP 2020: 1801-1805 - [c32]Yu Chen, Zhenming Liu, Bin Ren, Xin Jin:
On Efficient Constructions of Checkpoints. ICML 2020: 1627-1636 - [c31]Ruoming Jin, Zhen Peng, Wendell Wu, Feodor F. Dragan, Gagan Agrawal, Bin Ren:
Parallelizing pruned landmark labeling: dealing with dependencies in graph algorithms. ICS 2020: 11:1-11:13 - [c30]Tyler Coy, Shuibing He, Bin Ren, Xuechen Zhang:
Compiler aided checkpointing using crash-consistent data structures in NVMM systems. ICS 2020: 41:1-41:13 - [c29]Wei Niu, Pu Zhao, Zheng Zhan, Xue Lin, Yanzhi Wang, Bin Ren:
Towards Real-Time DNN Inference on Mobile Platforms with Model Pruning and Compiler Optimization. IJCAI 2020: 5306-5308 - [c28]Hongyu Liu, Ruiqin Tian, Tongping Liu, Bin Ren:
Prober: Practically Defending Overflows with Page Protection. ASE 2020: 1116-1128 - [c27]Erdal Mutlu, Ruiqin Tian, Bin Ren, Sriram Krishnamoorthy, Roberto Gioiosa, Jacques Pienaar, Gokcen Kestor:
COMET: A Domain-Specific Compilation of High-Performance Computational Chemistry. LCPC 2020: 87-103 - [c26]Mert Hidayetoglu, Tekin Bicer, Simon Garcia De Gonzalo, Bin Ren, Vincent De Andrade, Doga Gürsoy, Raj Kettimuthu, Ian T. Foster, Wen-mei W. Hwu:
Petascale XCT: 3D image reconstruction with hierarchical communications on multi-GPU nodes. SC 2020: 37 - [i20]Wei Niu, Xiaolong Ma, Sheng Lin, Shihao Wang, Xuehai Qian, Xue Lin, Yanzhi Wang, Bin Ren:
PatDNN: Achieving Real-Time DNN Execution on Mobile Devices with Pattern-based Weight Pruning. CoRR abs/2001.00138 (2020) - [i19]Xiaolong Ma, Wei Niu, Tianyun Zhang, Sijia Liu, Fu-Ming Guo, Sheng Lin, Hongjia Li, Xiang Chen, Jian Tang, Kaisheng Ma, Bin Ren, Yanzhi Wang:
An Image Enhancing Pattern-based Sparsity for Real-time Inference on Mobile Devices. CoRR abs/2001.07710 (2020) - [i18]Xiaolong Ma, Zhengang Li, Yifan Gong, Tianyun Zhang, Wei Niu, Zheng Zhan, Pu Zhao, Jian Tang, Xue Lin, Bin Ren, Yanzhi Wang:
BLK-REW: A Unified Block-based DNN Pruning Framework using Reweighted Regularization Method. CoRR abs/2001.08357 (2020) - [i17]Bin Ren, Mengyuan Liu, Runwei Ding, Hong Liu:
A Survey on 3D Skeleton-Based Action Recognition Using Learning Method. CoRR abs/2002.05907 (2020) - [i16]Peiyan Dong, Siyue Wang, Wei Niu, Chengming Zhang, Sheng Lin, Zhengang Li, Yifan Gong, Bin Ren, Xue Lin, Yanzhi Wang, Dingwen Tao:
RTMobile: Beyond Real-Time Mobile Acceleration of RNNs for Speech Recognition. CoRR abs/2002.11474 (2020) - [i15]Zheng Zhan, Yifan Gong, Zhengang Li, Pu Zhao, Xiaolong Ma, Wei Niu, Xiaolin Xu, Bin Ren, Yanzhi Wang, Xue Lin:
A Privacy-Preserving DNN Pruning and Mobile Acceleration Framework. CoRR abs/2003.06513 (2020) - [i14]Shaoshan Liu, Bin Ren, Xipeng Shen, Yanzhi Wang:
CoCoPIE: Making Mobile AI Sweet As PIE -Compression-Compilation Co-Design Goes a Long Way. CoRR abs/2003.06700 (2020) - [i13]Wei Niu, Pu Zhao, Zheng Zhan, Xue Lin, Yanzhi Wang, Bin Ren:
Towards Real-Time DNN Inference on Mobile Platforms with Model Pruning and Compiler Optimization. CoRR abs/2004.11250 (2020) - [i12]Wei Niu, Mengshu Sun, Zhengang Li, Jou-An Chen, Jiexiong Guan, Xipeng Shen, Yanzhi Wang, Xue Lin, Bin Ren:
Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices. CoRR abs/2007.09835 (2020) - [i11]Yuxuan Cai, Hongjia Li, Geng Yuan, Wei Niu, Yanyu Li, Xulong Tang, Bin Ren, Yanzhi Wang:
YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design. CoRR abs/2009.05697 (2020) - [i10]Wei Niu, Zhenglun Kong, Geng Yuan, Weiwen Jiang, Jiexiong Guan, Caiwen Ding, Pu Zhao, Sijia Liu, Bin Ren, Yanzhi Wang:
Achieving Real-Time Execution of Transformer-based Large-scale Models on Mobile with Compiler-aware Neural Architecture Optimization. CoRR abs/2009.06823 (2020) - [i9]Mert Hidayetoglu, Tekin Bicer, Simon Garcia De Gonzalo, Bin Ren, Vincent De Andrade, Doga Gürsoy, Raj Kettimuthu, Ian T. Foster, Wen-mei W. Hwu:
Petascale XCT: 3D Image Reconstruction with Hierarchical Communications on Multi-GPU Nodes. CoRR abs/2009.07226 (2020) - [i8]Yu Chen, Zhenming Liu, Bin Ren, Xin Jin:
On Efficient Constructions of Checkpoints. CoRR abs/2009.13003 (2020) - [i7]Chengming Zhang, Geng Yuan, Wei Niu, Jiannan Tian, Sian Jin, Donglin Zhuang, Zhe Jiang, Yanzhi Wang, Bin Ren, Shuaiwen Leon Song, Dingwen Tao:
An Efficient End-to-End Deep Learning Training Framework via Fine-Grained Pattern-Based Pruning. CoRR abs/2011.10170 (2020) - [i6]Zhengang Li, Geng Yuan, Wei Niu, Yanyu Li, Pu Zhao, Yuxuan Cai, Xuan Shen, Zheng Zhan, Zhenglun Kong, Qing Jin, Zhiyu Chen, Sijia Liu, Kaiyuan Yang, Bin Ren, Yanzhi Wang, Xue Lin:
6.7ms on Mobile with over 78% ImageNet Accuracy: Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration. CoRR abs/2012.00596 (2020) - [i5]Pu Zhao, Wei Niu, Geng Yuan, Yuxuan Cai, Hsin-Hsuan Sung, Wujie Wen, Sijia Liu, Xipeng Shen, Bin Ren, Yanzhi Wang, Xue Lin:
Achieving Real-Time LiDAR 3D Object Detection on a Mobile Device. CoRR abs/2012.13801 (2020)
2010 – 2019
- 2019
- [j17]Bin Ren, Yao Wang, Xurong Luo, Rogelio Lozano:
A Hybrid Adaptive Control Strategy for Industrial Robotic Joints. IEEE Access 7: 47034-47042 (2019) - [j16]Bin Ren, Yao Wang, Jiayu Chen:
A Novel Robust Finite-Time Trajectory Control With the High-Order Sliding Mode for Human-Robot Cooperation. IEEE Access 7: 130874-130882 (2019) - [j15]Bin Ren, Shruthi Balakrishna, Youngjoon Jo, Sriram Krishnamoorthy, Kunal Agrawal, Milind Kulkarni:
Extracting SIMD Parallelism from Recursive Task-Parallel Programs. ACM Trans. Parallel Comput. 6(4): 24:1-24:37 (2019) - [c25]Jared Polonitza, David Chiu, Bin Ren:
A Transactional Framework for Broadening Access to Geo-Diversification. CLOUD 2019: 229-233 - [c24]Soklong Lim, Zaixin Lu, Bin Ren, Xuechen Zhang:
Enforcing Crash Consistency of Evolving Network Analytics in Non-Volatile Main Memory Systems. PACT 2019: 124-137 - [c23]Ruiqin Tian, Junqiao Qiu, Zhijia Zhao, Xu Liu, Bin Ren:
Transforming Query Sequences for High-Throughput B+ Tree Processing on Many-Core Processors. CGO 2019: 96-108 - [c22]Mert Hidayetoglu, Tekin Biçer, Simon Garcia De Gonzalo, Bin Ren, Doga Gürsoy, Rajkumar Kettimuthu, Ian T. Foster, Wen-mei W. Hwu:
MemXCT: memory-centric X-ray CT reconstruction with massive parallelization. SC 2019: 85:1-85:56 - [i4]Wei Niu, Xiaolong Ma, Yanzhi Wang, Bin Ren:
26ms Inference Time for ResNet-50: Towards Real-Time Execution of all DNNs on Smartphone. CoRR abs/1905.00571 (2019) - [i3]Ruoming Jin, Zhen Peng, Wendell Wu, Feodor F. Dragan, Gagan Agrawal, Bin Ren:
Pruned Landmark Labeling Meets Vertex Centric Computation: A Surprisingly Happy Marriage! CoRR abs/1906.12018 (2019) - [i2]Xiaolong Ma, Fu-Ming Guo, Wei Niu, Xue Lin, Jian Tang, Kaisheng Ma, Bin Ren, Yanzhi Wang:
PCONV: The Missing but Desirable Sparsity in DNN Weight Pruning for Real-time Execution on Mobile Devices. CoRR abs/1909.05073 (2019) - 2018
- [j14]Yan Chen, Alireza Bayesteh, Yiqun Wu, Bin Ren, Shaoli Kang, Shaohui Sun, Qi Xiong, Chen Qian, Bin Yu, Zhiguo Ding, Sen Wang, Shuangfeng Han, Xiaolin Hou, Hao Lin, Raphaël Visoz, Razieh Razavi:
Toward the Standardization of Non-Orthogonal Multiple Access for Next Generation Wireless Networks. IEEE Commun. Mag. 56(3): 19-27 (2018) - [j13]Wanwei Tang, Shaoli Kang, Bin Ren, Xinwei Yue, Xiurong Zhang:
Uplink pattern division multiple access in 5G systems. IET Commun. 12(9): 1029-1034 (2018) - [c21]Zhen Peng, Alexander Powell, Bo Wu, Tekin Bicer, Bin Ren:
Graphphi: efficient parallel graph processing on emerging throughput-oriented architectures. PACT 2018: 9:1-9:14 - [c20]Junhao Ding, Bin Ren, Nengheng Zheng:
Microphone Array Acoustic Source Localization system based on Deep Learning. ISCSLP 2018: 409-413 - [i1]Yan Chen, Alireza Bayesteh, Yiqun Wu, Bin Ren, Shaoli Kang, Shaohui Sun, Qi Xiong, Chen Qian, Bin Yu, Zhiguo Ding, Sen Wang, Shuangfeng Han, Xiaolin Hou, Hao Lin, Raphaël Visoz, Razieh Razavi:
Towards the Standardization of Non-orthogonal Multiple Access for Next Generation Wireless Networks. CoRR abs/1802.03880 (2018) - 2017
- [j12]Wanwei Tang, Shaoli Kang, Bin Ren:
Performance Analysis of Cooperative Pattern Division Multiple Access (Co-PDMA) in Uplink Network. IEEE Access 5: 3860-3868 (2017) - [j11]Bin Ren, Yingmin Wang, Shaoli Kang, Xiaoming Dai, Xinwei Yue, Wanwei Tang, Kai Niu:
Link Performance Estimation Technique for PDMA Uplink System. IEEE Access 5: 15571-15581 (2017) - [j10]Shanzhi Chen, Bin Ren, Qiubin Gao, Shaoli Kang, Shaohui Sun, Kai Niu:
Pattern Division Multiple Access - A Novel Nonorthogonal Multiple Access for Fifth-Generation Radio Networks. IEEE Trans. Veh. Technol. 66(4): 3185-3196 (2017) - [c19]Tekin Bicer, Doga Gürsoy, Rajkumar Kettimuthu, Ian T. Foster, Bin Ren, Vincent De Andrade, Francesco De Carlo:
Real-Time Data Analysis and Autonomous Steering of Synchrotron Light Source Experiments. eScience 2017: 59-68 - [c18]Bin Ren, Sriram Krishnamoorthy, Kunal Agrawal, Milind Kulkarni:
Exploiting Vector and Multicore Parallelism for Recursive, Data- and Task-Parallel Programs. PPoPP 2017: 117-130 - 2016
- [j9]Shiliang Luo, Bin Ren:
The monitoring and managing application of cloud computing based on Internet of Things. Comput. Methods Programs Biomed. 130: 154-161 (2016) - [j8]Mehmet Can Kurt, Sriram Krishnamoorthy, Gagan Agrawal, Bin Ren:
User-Assisted Store Recycling for Dynamic Task Graph Schedulers. ACM Trans. Archit. Code Optim. 13(4): 55:1-55:24 (2016) - [c17]Junqiao Qiu, Zhijia Zhao, Bin Ren:
MicroSpec: Speculation-Centric Fine-Grained Parallelization for FSM Computations. PACT 2016: 221-233 - [c16]Bin Ren, Xinwei Yue, Wanwei Tang, Yingmin Wang, Shaoli Kang, Xiaoming Dai, Shaohui Sun:
Advanced IDD receiver for PDMA uplink system. ICCC 2016: 1-6 - [c15]Jeffrey Daily, Ananth Kalyanaraman, Sriram Krishnamoorthy, Bin Ren:
On the Impact of Widening Vector Registers on Sequence Alignment. ICPP 2016: 506-515 - [c14]Mehmet Can Kurt, Bin Ren, Sriram Krishnamoorthy, Gagan Agrawal:
User-assisted storage reuse determination for dynamic task graphs. PPoPP 2016: 54:1-54:2 - 2015
- [c13]Linchuan Chen, Xin Huo, Bin Ren, Surabhi Jain, Gagan Agrawal:
Efficient and Simplified Parallel Graph Processing over CPU and MIC. IPDPS 2015: 819-828 - [c12]Mehmet Can Kurt, Bin Ren, Gagan Agrawal:
Low-Overhead Fault-Tolerance Support Using DISC Programming Model. LCPC 2015: 20-36 - [c11]Bin Ren, Nishkam Ravi, Yi Yang, Min Feng, Gagan Agrawal, Srimat T. Chakradhar:
Automatic and Efficient Data Host-Device Communication for Many-Core Coprocessors. LCPC 2015: 173-190 - [c10]Bin Ren, Youngjoon Jo, Sriram Krishnamoorthy, Kunal Agrawal, Milind Kulkarni:
Efficient execution of recursive programs on commodity vector hardware. PLDI 2015: 509-520 - 2014
- [j7]Shiliang Luo, Lianglun Cheng, Bin Ren:
Practical Swarm Optimization based Fault-Tolerance Algorithm for the Internet of Things. KSII Trans. Internet Inf. Syst. 8(3): 735-748 (2014) - [j6]Shiliang Luo, Lianglun Cheng, Bin Ren:
Practical Swarm Optimization based Fault-Tolerance Algorithm for the Internet of Things. KSII Trans. Internet Inf. Syst. 8(4): 1178-119 (2014) - [j5]Shiliang Luo, Lianglun Cheng, Bin Ren, Quanmin Zhu:
An Improved Intelligent Ant Colony Algorithm for the Reliability Optimization Problem in Cyber-Physical Systems. J. Softw. 9(1): 20-25 (2014) - [j4]Shiliang Luo, Lianglun Cheng, Bin Ren:
Medical Monitoring and Managing Application of the Information Service Cloud System Based on Internet of Things. J. Softw. 9(7): 1802-1809 (2014) - [j3]Jean-Pierre Fouque, Bin Ren:
Approximation for Option Prices under Uncertain Volatility. SIAM J. Financial Math. 5(1): 360-383 (2014) - [j2]Bin Ren, Todd Mytkowicz, Gagan Agrawal:
A Portable Optimization Engine for Accelerating Irregular Data-Traversal Applications on SIMD Architectures. ACM Trans. Archit. Code Optim. 11(2): 16:1-16:31 (2014) - [c9]Bin Ren, Nishkam Ravi, Yi Yang, Min Feng, Gagan Agrawal, Srimat T. Chakradhar:
Automating and optimizing data transfers for many-core coprocessors. ICS 2014: 177 - [c8]Xin Huo, Bin Ren, Gagan Agrawal:
A programming system for xeon phis with runtime SIMD parallelization. ICS 2014: 283-292 - 2013
- [c7]Bin Ren, Gagan Agrawal, James R. Larus, Todd Mytkowicz, Tomi Poutanen, Wolfram Schulte:
SIMD parallelization of applications that traverse irregular data structures. CGO 2013: 20:1-20:10 - [c6]Hui-jie Liu, Bin Ren, Jiu-chao Feng:
Dual-channel chaos laser communication system based on fiber link with dispersion compensation scheme. WOCC 2013: 624-629 - 2012
- [c5]Bin Ren, Gagan Agrawal, James R. Larus, Todd Mytkowicz, Tomi Poutanen, Wolfram Schulte:
Fine-grained parallel traversals of irregular data structures. PACT 2012: 461-462 - 2011
- [j1]Ruhai Wang, ZhiGuo Wei, Vivek Dave, Bin Ren, Qinyu Zhang, Jia Hou, Liulei Zhou:
Which DTN CLP is best for long-delay cislunar communications with channel-rate asymmetry? IEEE Wirel. Commun. 18(6): 10-16 (2011) - [c4]Bin Ren, Gagan Agrawal:
Compiling Dynamic Data Structures in Python to Enable the Use of Multi-core and Many-core Libraries. PACT 2011: 68-77 - [c3]Ruhai Wang, Vivek Dave, Bin Ren, Ramakrishna Bhavanthula, Qinyu Zhang, Jia Hou, Liulei Zhou:
Interplanetary Overlay Network (ION) for Long-Delay Communications with Asymmetric Channel Rates. ICC 2011: 1-5 - [c2]Bin Ren, Gagan Agrawal, Bradford L. Chamberlain, Steven J. Deitz:
Translating Chapel to Use FREERIDE: A Case Study in Using an HPC Language for Data-Intensive Computing. IPDPS Workshops 2011: 1242-1249
2000 – 2009
- 2004
- [c1]Cheun Ngen Chong, Bin Ren, Jeroen Doumen, Sandro Etalle, Pieter H. Hartel, Ricardo Corin:
License Protection with a Tamper-Resistant Token. WISA 2004: 223-237
Coauthor Index
[c97] [c96] [c90] [i61] [i58] [j45] [c84] [c81] [c80] [c74] [i49] [j34] [j32] [j30] [c73] [c72] [c71] [c69] [c68] [c66] [c65] [i43] [i40] [i39] [i38] [j27] [c64] [c63] [c62] [c60] [c57] [c56] [c55] [c53] [c51] [c50] [c49] [c44] [c43] [c42] [c41] [i32] [i31] [i30] [i28] [i27] [i26] [i25] [i23] [i22] [i21] [c39] [c38] [c36] [c35] [c34] [c29] [i20] [i19] [i18] [i16] [i15] [i13] [i12] [i11] [i10] [i7] [i6] [i5] [i4] [i2]
[c92] [c86] [j45] [c84] [c80] [c77] [j34] [j32] [j30] [c73] [c72] [c71] [c69] [c68] [c66] [c65] [i43] [i42] [i40] [i39] [i38] [j27] [c64] [c63] [c62] [c60] [c57] [c56] [c53] [c51] [c50] [c49] [c44] [c43] [c42] [c41] [i32] [i31] [i30] [i28] [i27] [i26] [i25] [i23] [i22] [i21] [c39] [c38] [c35] [c34] [c29] [i20] [i19] [i18] [i16] [i15] [i14] [i13] [i12] [i11] [i10] [i7] [i6] [i5] [i4] [i2]
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