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ORCIDBo Yuan 0001
Person information
- affiliation: Rutgers University, NJ, USA
- affiliation (former): City University of New York, City College, Department of Electrical Engineering, NY, USA
- affiliation (PhD 2015): University of Minnesota Twin Cities, Department of Electrical and Computer Engineering, MN, USA
- affiliation (former): Nanjing University, Institute of VLSI Design, China
Other persons with the same name
- Bo Yuan — disambiguation page
- Bo Yuan 0002
![[0000-0002-0004-6733]](https://dblp1.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-0004-6733")
— Shanghai Jiao Tong University, Department of Computer Science and Engineering, China (and 1 more) - Bo Yuan 0003 — University of Queensland, School of Information Technology & Electrical Engineering, Brisbane, Australia (and 2 more)
- Bo Yuan 0004 — Tongji University, MoE Key Laboratory of Embedded System and Service Computing, Shanghai, China (and 1 more)
- Bo Yuan 0005 — Rochester Institute of Technology, College of Computing and Information Science, NY, USA
- Bo Yuan 0006 — Southern University of Science and Technology, Shenzhen Key Laboratory of Computational Intelligence, China (and 1 more)
- Bo Yuan 0007 — Xidian University, School of Microelectronics, Key Lab of Ministry of Education for Wide Band-Gap Semiconductor Devices, Xi'an, China
- Bo Yuan 0008 — Tencent AI Lab, Shenzhen, China (and 1 more)
- Bo Yuan 0009 — Beihang University, Image Processing Center, School of Astronautics, Beijing, China
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2020 – today
- 2025
[j22]Jianfeng Song, Rongjian Liang, Bo Yuan, Jiang Hu:
DiMO-CNN: Deep Learning Toolkit-Accelerated Analytical Modeling and Optimization of CNN Hardware and Dataflow. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 44(1): 251-265 (2025)- 2024
- [j21]Zijie Tang, Tianming Zhao, Tianfang Zhang, Huy Phan, Yan Wang, Cong Shi, Bo Yuan, Yingying Chen:
RF Domain Backdoor Attack on Signal Classification via Stealthy Trigger. IEEE Trans. Mob. Comput. 23(12): 11765-11780 (2024) - [c110]Lingyi Huang, Cheng Yang, Yu Gong, Yang Sui, Xiao Zang, Anthony Goeckner, Qi Zhu, Bo Yuan:
Invited: Algorithm and Hardware Co-Design for Energy-Efficient Neural SLAM. DAC 2024: 365:1-365:4 - [c109]Jianfeng Song, Rongjian Liang, Yu Gong, Bo Yuan, Jiang Hu:
DiMO-Sparse: Differentiable Modeling and Optimization of Sparse CNN Dataflow and Hardware Architecture. DATE 2024: 1-6 - [c108]Huy Phan, Jinqi Xiao, Yang Sui, Tianfang Zhang, Zijie Tang, Cong Shi, Yan Wang, Yingying Chen, Bo Yuan:
Clean and Compact: Efficient Data-Free Backdoor Defense with Model Compactness. ECCV (60) 2024: 273-290 - [c107]Cheng Yang, Yang Sui, Jinqi Xiao, Lingyi Huang, Yu Gong, Yuanlin Duan, Wenqi Jia, Miao Yin, Yu Cheng, Bo Yuan:
MoE-I²: Compressing Mixture of Experts Models through Inter-Expert Pruning and Intra-Expert Low-Rank Decomposition. EMNLP (Findings) 2024: 10456-10466 - [c106]Lingyi Huang, Yu Gong, Yang Sui, Xiao Zang, Bo Yuan:
MOPED: Efficient Motion Planning Engine with Flexible Dimension Support. HPCA 2024: 483-497 - [c105]Zhaokang Ke, Dingyi Kang, Bo Yuan, David Du, Bingzhe Li:
Improving the Sustainability of Solid-State Drives by Prolonging Lifetime. ISVLSI 2024: 502-507 - [c104]Tianfang Zhang, Huy Phan, Zijie Tang, Cong Shi, Yan Wang, Bo Yuan, Yingying Chen:
Inaudible Backdoor Attack via Stealthy Frequency Trigger Injection in Audio Spectrogram. MobiCom 2024: 31-45 - [i46]Yang Sui, Miao Yin, Yu Gong, Jinqi Xiao, Huy Phan, Bo Yuan:
ELRT: Efficient Low-Rank Training for Compact Convolutional Neural Networks. CoRR abs/2401.10341 (2024) - [i45]Zhi Jing, Yongye Su, Yikun Han, Bo Yuan, Haiyun Xu, Chunjiang Liu, Kehai Chen, Min Zhang:
When Large Language Models Meet Vector Databases: A Survey. CoRR abs/2402.01763 (2024) - [i44]Yang Sui, Huy Phan, Jinqi Xiao, Tianfang Zhang, Zijie Tang, Cong Shi, Yan Wang, Yingying Chen, Bo Yuan:
DisDet: Exploring Detectability of Backdoor Attack on Diffusion Models. CoRR abs/2402.02739 (2024) - [i43]Yang Sui, Yanyu Li, Anil Kag, Yerlan Idelbayev, Junli Cao, Ju Hu, Dhritiman Sagar, Bo Yuan, Sergey Tulyakov, Jian Ren:
BitsFusion: 1.99 bits Weight Quantization of Diffusion Model. CoRR abs/2406.04333 (2024) - [i42]Mingshuo Liu, Shiyi Luo, Kevin Han, Bo Yuan, Ronald F. DeMara, Yu Bai:
An Efficient Real-Time Object Detection Framework on Resource-Constricted Hardware Devices via Software and Hardware Co-design. CoRR abs/2408.01534 (2024) - [i41]Cheng Yang, Yang Sui, Jinqi Xiao, Lingyi Huang, Yu Gong, Yuanlin Duan, Wenqi Jia, Miao Yin, Yu Cheng, Bo Yuan:
MoE-I2: Compressing Mixture of Experts Models through Inter-Expert Pruning and Intra-Expert Low-Rank Decomposition. CoRR abs/2411.01016 (2024) - [i40]Jinqi Xiao, Shen Sang, Tiancheng Zhi, Jing Liu, Qing Yan, Linjie Luo, Bo Yuan:
COAP: Memory-Efficient Training with Correlation-Aware Gradient Projection. CoRR abs/2412.00071 (2024) - 2023
- [j20]Mingshuo Liu, Miao Yin, Kevin Han, Ronald F. DeMara, Bo Yuan, Yu Bai:
Algorithm and hardware co-design co-optimization framework for LSTM accelerator using quantized fully decomposed tensor train. Internet Things 22: 100680 (2023) - [c103]Huy Phan, Miao Yin, Yang Sui, Bo Yuan, Saman A. Zonouz:
CSTAR: Towards Compact and Structured Deep Neural Networks with Adversarial Robustness. AAAI 2023: 2065-2073 - [c102]Jinqi Xiao, Chengming Zhang, Yu Gong, Miao Yin, Yang Sui, Lizhi Xiang, Dingwen Tao, Bo Yuan:
HALOC: Hardware-Aware Automatic Low-Rank Compression for Compact Neural Networks. AAAI 2023: 10464-10472 - [c101]Miao Yin, Burak Uzkent, Yilin Shen, Hongxia Jin, Bo Yuan:
GOHSP: A Unified Framework of Graph and Optimization-Based Heterogeneous Structured Pruning for Vision Transformer. AAAI 2023: 10954-10962 - [c100]Zhangheng Li, Yu Gong, Zhenyu Zhang, Xingyun Xue, Tianlong Chen, Yi Liang, Bo Yuan, Zhangyang Wang:
Accelerable Lottery Tickets with the Mixed-Precision Quantization. CVPR Workshops 2023: 4604-4612 - [c99]Amitesh Sridharan, Fan Zhang, Yang Sui, Bo Yuan, Deliang Fan:
DSPIMM: A Fully Digital SParse In-Memory Matrix Vector Multiplier for Communication Applications. DAC 2023: 1-6 - [c98]Hailiang Hu, Donghao Fang, Wuxi Li, Bo Yuan, Jiang Hu:
Systolic Array Placement on FPGAs. ICCAD 2023: 1-9 - [c97]Yang Sui, Minning Zhu, Lingyi Huang, Chung-Tse Michael Wu, Bo Yuan:
Invited Paper: In-Sensor Radio Frequency Computing for Energy-Efficient Intelligent Radar. ICCAD 2023: 1-9 - [c96]Tianming Zhao, Zijie Tang, Tianfang Zhang, Huy Phan, Yan Wang, Cong Shi, Bo Yuan, Yingying Chen:
Stealthy Backdoor Attack on RF Signal Classification. ICCCN 2023: 1-10 - [c95]Jinqi Xiao, Miao Yin, Yu Gong, Xiao Zang, Jian Ren, Bo Yuan:
COMCAT: Towards Efficient Compression and Customization of Attention-Based Vision Models. ICML 2023: 38125-38136 - [c94]Wenjin Zhang, Xiao Zang, Lingyi Huang, Yang Sui, Jingjin Yu, Yingying Chen, Bo Yuan:
DynGMP: Graph Neural Network-Based Motion Planning in Unpredictable Dynamic Environments. IROS 2023: 858-865 - [c93]Yu Gong, Miao Yin, Lingyi Huang, Jinqi Xiao, Yang Sui, Chunhua Deng, Bo Yuan:
ETTE: Efficient Tensor-Train-based Computing Engine for Deep Neural Networks. ISCA 2023: 68:1-68:13 - [c92]Bingzhe Li, Li Ou, Bo Yuan, David H. C. Du:
DP-DNA: A Digital Pattern-Aware DNA Encoding Scheme to Improve Encoding Density of DNA Storage. MASCOTS 2023: 1-8 - [c91]Zhongze Tang, Huy Phan, Xianglong Feng, Bo Yuan, Yao Liu, Sheng Wei:
Security-Preserving Live 3D Video Surveillance. MMSys 2023: 266-277 - [c90]Xiao Zang, Miao Yin, Jinqi Xiao, Saman A. Zonouz, Bo Yuan:
GraphMP: Graph Neural Network-based Motion Planning with Efficient Graph Search. NeurIPS 2023 - [c89]Lizhi Xiang, Miao Yin, Chengming Zhang, Aravind Sukumaran-Rajam, P. Sadayappan, Bo Yuan, Dingwen Tao:
TDC: Towards Extremely Efficient CNNs on GPUs via Hardware-Aware Tucker Decomposition. PPoPP 2023: 260-273 - [c88]Mufeng Zhu, Yang Sui, Bo Yuan, Yao Liu:
Learning-based Homography Matrix Optimization for Dual-fisheye Video Stitching. EMS@SIGCOMM 2023: 48-53 - [i39]Xiao Zang, Jie Chen, Bo Yuan:
GUAP: Graph Universal Attack Through Adversarial Patching. CoRR abs/2301.01731 (2023) - [i38]Miao Yin, Burak Uzkent, Yilin Shen, Hongxia Jin, Bo Yuan:
GOHSP: A Unified Framework of Graph and Optimization-based Heterogeneous Structured Pruning for Vision Transformer. CoRR abs/2301.05345 (2023) - [i37]Jinqi Xiao, Chengming Zhang, Yu Gong, Miao Yin, Yang Sui, Lizhi Xiang, Dingwen Tao, Bo Yuan:
HALOC: Hardware-Aware Automatic Low-Rank Compression for Compact Neural Networks. CoRR abs/2301.09422 (2023) - [i36]Jinqi Xiao, Miao Yin, Yu Gong, Xiao Zang, Jian Ren, Bo Yuan:
COMCAT: Towards Efficient Compression and Customization of Attention-Based Vision Models. CoRR abs/2305.17235 (2023) - [i35]Yang Sui, Minning Zhu, Lingyi Huang, Chung-Tse Michael Wu, Bo Yuan:
In-Sensor Radio Frequency Computing for Energy-Efficient Intelligent Radar. CoRR abs/2312.10343 (2023) - 2022
- [j19]Yu Gong, Miao Yin, Lingyi Huang, Chunhua Deng, Bo Yuan:
Algorithm and Hardware Co-Design of Energy-Efficient LSTM Networks for Video Recognition With Hierarchical Tucker Tensor Decomposition. IEEE Trans. Computers 71(12): 3101-3114 (2022) - [c87]Miao Yin, Huy Phan, Xiao Zang, Siyu Liao, Bo Yuan:
BATUDE: Budget-Aware Neural Network Compression Based on Tucker Decomposition. AAAI 2022: 8874-8882 - [c86]Lingyi Huang, Xiao Zang, Yu Gong, Boyang Zhang, Bo Yuan:
VLSI Hardware Architecture of Neural A* Path Planner. IEEECONF 2022: 334-338 - [c85]Miao Yin, Yang Sui, Wanzhao Yang, Xiao Zang, Yu Gong, Bo Yuan:
HODEC: Towards Efficient High-Order DEcomposed Convolutional Neural Networks. CVPR 2022: 12289-12298 - [c84]Huy Phan, Cong Shi, Yi Xie, Tianfang Zhang, Zhuohang Li, Tianming Zhao, Jian Liu, Yan Wang, Yingying Chen, Bo Yuan:
RIBAC: Towards Robust and Imperceptible Backdoor Attack against Compact DNN. ECCV (4) 2022: 708-724 - [c83]Lingyi Huang, Xiao Zang, Yu Gong, Chunhua Deng, Jingang Yi, Bo Yuan:
IMG-SMP: Algorithm and Hardware Co-Design for Real-time Energy-efficient Neural Motion Planning. ACM Great Lakes Symposium on VLSI 2022: 373-377 - [c82]Huy Phan, Yi Xie, Jian Liu, Yingying Chen, Bo Yuan:
Invisible and Efficient Backdoor Attacks for Compressed Deep Neural Networks. ICASSP 2022: 96-100 - [c81]Rongjian Liang, Jianfeng Song, Bo Yuan, Jiang Hu:
Deep Learning Toolkit-Accelerated Analytical Co-Optimization of CNN Hardware and Dataflow. ICCAD 2022: 82:1-82:9 - [c80]Lingyi Huang, Xiao Zang, Yu Gong, Bo Yuan:
Hardware Architecture of Graph Neural Network-Enabled Motion Planner (Invited Paper). ICCAD 2022: 104:1-104:7 - [c79]Xiao Zang, Miao Yin, Lingyi Huang, Jingjin Yu, Saman A. Zonouz, Bo Yuan:
Robot Motion Planning as Video Prediction: A Spatio-Temporal Neural Network-based Motion Planner. IROS 2022: 12492-12499 - [c78]Donghao Fang, Boyang Zhang, Hailiang Hu, Wuxi Li, Bo Yuan, Jiang Hu:
Global Placement Exploiting Soft 2D Regularity. ISPD 2022: 203-210 - [c77]Mohammad Walid Charrwi, Huy Phan, Bo Yuan, Samah Mohamed Saeed:
Towards Yield Improvement for AI Accelerators: Analysis and Exploration. ISVLSI 2022: 339-344 - [c76]Mengmei Ye, Zhongze Tang, Huy Phan, Yi Xie, Bo Yuan, Sheng Wei:
Visual privacy protection in mobile image recognition using protective perturbation. MMSys 2022: 164-176 - [c75]Cong Shi, Tianfang Zhang, Zhuohang Li, Huy Phan, Tianming Zhao, Yan Wang, Jian Liu, Bo Yuan, Yingying Chen:
Audio-domain position-independent backdoor attack via unnoticeable triggers. MobiCom 2022: 583-595 - [i34]Huy Phan, Cong Shi, Yi Xie, Tianfang Zhang, Zhuohang Li, Tianming Zhao, Jian Liu, Yan Wang, Yingying Chen, Bo Yuan:
RIBAC: Towards Robust and Imperceptible Backdoor Attack against Compact DNN. CoRR abs/2208.10608 (2022) - [i33]Xiao Zang, Miao Yin, Lingyi Huang, Jingjin Yu, Saman A. Zonouz, Bo Yuan:
Robot Motion Planning as Video Prediction: A Spatio-Temporal Neural Network-based Motion Planner. CoRR abs/2208.11287 (2022) - [i32]Lizhi Xiang, Miao Yin, Chengming Zhang, Aravind Sukumaran-Rajam, P. Sadayappan, Bo Yuan, Dingwen Tao:
TDC: Towards Extremely Efficient CNNs on GPUs via Hardware-Aware Tucker Decomposition. CoRR abs/2211.03715 (2022) - [i31]Huy Phan, Miao Yin, Yang Sui, Bo Yuan, Saman A. Zonouz:
CSTAR: Towards Compact and STructured Deep Neural Networks with Adversarial Robustness. CoRR abs/2212.01957 (2022) - [i30]Yu Gong, Miao Yin, Lingyi Huang, Chunhua Deng, Yang Sui, Bo Yuan:
Algorithm and Hardware Co-Design of Energy-Efficient LSTM Networks for Video Recognition with Hierarchical Tucker Tensor Decomposition. CoRR abs/2212.02046 (2022) - 2021
- [j18]Chunhua Deng, Siyu Liao, Bo Yuan:
PermCNN: Energy-Efficient Convolutional Neural Network Hardware Architecture With Permuted Diagonal Structure. IEEE Trans. Computers 70(2): 163-173 (2021) - [j17]Yi Xie, Zhuohang Li, Cong Shi, Jian Liu, Yingying Chen, Bo Yuan:
Real-time, Robust and Adaptive Universal Adversarial Attacks Against Speaker Recognition Systems. J. Signal Process. Syst. 93(10): 1187-1200 (2021) - [c74]Siyu Liao, Chunhua Deng, Miao Yin, Bo Yuan:
Doubly Residual Neural Decoder: Towards Low-Complexity High-Performance Channel Decoding. AAAI 2021: 8574-8582 - [c73]Yi Xie, Zhuohang Li, Cong Shi, Jian Liu, Yingying Chen, Bo Yuan:
Enabling Fast and Universal Audio Adversarial Attack Using Generative Model. AAAI 2021: 14129-14137 - [c72]Lingyi Huang, Chunhua Deng, Shahana Ibrahim, Xiao Fu, Bo Yuan:
VLSI Hardware Architecture of Stochastic Low-rank Tensor Decomposition. ACSCC 2021: 1176-1180 - [c71]Mingshuo Liu, Shiyi Luo, Kevin Han, Bo Yuan, Ronald F. DeMara, Yu Bai:
An Efficient Real-Time Object Detection Framework on Resource-Constricted Hardware Devices via Software and Hardware Co-design. ASAP 2021: 77-84 - [c70]Zhuohang Li, Cong Shi, Tianfang Zhang, Yi Xie, Jian Liu, Bo Yuan, Yingying Chen:
Robust Detection of Machine-induced Audio Attacks in Intelligent Audio Systems with Microphone Array. CCS 2021: 1884-1899 - [c69]Miao Yin, Yang Sui, Siyu Liao, Bo Yuan:
Towards Efficient Tensor Decomposition-Based DNN Model Compression With Optimization Framework. CVPR 2021: 10674-10683 - [c68]Miao Yin, Siyu Liao, Xiao-Yang Liu, Xiaodong Wang, Bo Yuan:
Towards Extremely Compact RNNs for Video Recognition With Fully Decomposed Hierarchical Tucker Structure. CVPR 2021: 12085-12094 - [c67]Mingshuo Liu, Kevin Han, Shiyi Luo, Mingze Pan, Mousam Hossain, Bo Yuan, Ronald F. DeMara, Yu Bai:
An Efficient Video Prediction Recurrent Network using Focal Loss and Decomposed Tensor Train for Imbalance Dataset. ACM Great Lakes Symposium on VLSI 2021: 391-396 - [c66]Boyang Zhang, Yang Sui, Lingyi Huang, Siyu Liao, Chunhua Deng, Bo Yuan:
Algorithm and Hardware Co-design for Deep Learning-powered Channel Decoder: A Case Study. ICCAD 2021: 1-6 - [c65]Bingzhe Li, Bo Yuan, David Hung-Chang Du:
EFM: Elastic Flash Management to Enhance Performance of Hybrid Flash Memory. ICCD 2021: 162-169 - [c64]Xiao Zang, Yi Xie, Jie Chen, Bo Yuan:
Graph Universal Adversarial Attacks: A Few Bad Actors Ruin Graph Learning Models. IJCAI 2021: 3328-3334 - [c63]Chunhua Deng, Yang Sui, Siyu Liao, Xuehai Qian, Bo Yuan:
GoSPA: An Energy-efficient High-performance Globally Optimized SParse Convolutional Neural Network Accelerator. ISCA 2021: 1110-1123 - [c62]Xianglong Feng, Yi Xie, Mengmei Ye, Zhongze Tang, Bo Yuan, Sheng Wei:
Fake Gradient: A Security and Privacy Protection Framework for DNN-based Image Classification. ACM Multimedia 2021: 5510-5518 - [c61]Yang Sui, Miao Yin, Yi Xie, Huy Phan, Saman A. Zonouz, Bo Yuan:
CHIP: CHannel Independence-based Pruning for Compact Neural Networks. NeurIPS 2021: 24604-24616 - [i29]Siyu Liao, Chunhua Deng, Miao Yin, Bo Yuan:
Doubly Residual Neural Decoder: Towards Low-Complexity High-Performance Channel Decoding. CoRR abs/2102.03959 (2021) - [i28]Xiao Zang, Yi Xie, Siyu Liao, Jie Chen, Bo Yuan:
Noise Injection-based Regularization for Point Cloud Processing. CoRR abs/2103.15027 (2021) - [i27]Miao Yin, Siyu Liao, Xiao-Yang Liu, Xiaodong Wang, Bo Yuan:
Towards Extremely Compact RNNs for Video Recognition with Fully Decomposed Hierarchical Tucker Structure. CoRR abs/2104.05758 (2021) - [i26]Miao Yin, Yang Sui, Siyu Liao, Bo Yuan:
Towards Efficient Tensor Decomposition-Based DNN Model Compression with Optimization Framework. CoRR abs/2107.12422 (2021) - [i25]Yang Sui, Miao Yin, Yi Xie, Huy Phan, Saman A. Zonouz, Bo Yuan:
CHIP: CHannel Independence-based Pruning for Compact Neural Networks. CoRR abs/2110.13981 (2021) - 2020
- [j16]Menghui Xu, Xiao Liang, Bo Yuan, Zaichen Zhang, Xiaohu You, Chuan Zhang:
Stochastic Belief Propagation Polar Decoding With Efficient Re-Randomization. IEEE Trans. Veh. Technol. 69(6): 6771-6776 (2020) - [c60]Huy Phan, Yi Xie, Siyu Liao, Jie Chen, Bo Yuan:
CAG: A Real-Time Low-Cost Enhanced-Robustness High-Transferability Content-Aware Adversarial Attack Generator. AAAI 2020: 5412-5419 - [c59]Siyu Liao, Jie Chen, Yanzhi Wang, Qinru Qiu, Bo Yuan:
Embedding Compression with Isotropic Iterative Quantization. AAAI 2020: 8336-8343 - [c58]Siyu Liao, Chunhua Deng, Yi Xie, Lingjia Liu, Bo Yuan:
Low-complexity Neural Network-based MIMO Detector using Permuted Diagonal Matrix. ACSSC 2020: 111-115 - [c57]Chunhua Deng, Yongbin Gong, Feng Han, Siyu Liao, Jingang Yi, Bo Yuan:
VLSI Hardware Architecture for Gaussian Process. ACSSC 2020: 121-124 - [c56]Zhuohang Li, Yi Wu, Jian Liu, Yingying Chen, Bo Yuan:
AdvPulse: Universal, Synchronization-free, and Targeted Audio Adversarial Attacks via Subsecond Perturbations. CCS 2020: 1121-1134 - [c55]Yi Xie, Cong Shi, Zhuohang Li, Jian Liu, Yingying Chen, Bo Yuan:
Real-Time, Universal, and Robust Adversarial Attacks Against Speaker Recognition Systems. ICASSP 2020: 1738-1742 - [c54]Xiaofeng Hu, Chunhua Deng, Bo Yuan:
Reduced-Complexity Singular Value Decomposition For Tucker Decomposition: Algorithm And Hardware. ICASSP 2020: 1793-1797 - [c53]Hongxin Kong, Lang Feng, Chunhua Deng, Bo Yuan, Jiang Hu:
How Much Does Regularity Help FPGA Placement? FPT 2020: 76-84 - [c52]Zhongze Tang, Xianglong Feng, Yi Xie, Huy Phan, Tian Guo, Bo Yuan, Sheng Wei:
VVSec: Securing Volumetric Video Streaming via Benign Use of Adversarial Perturbation. ACM Multimedia 2020: 3614-3623 - [c51]Zhuohang Li, Cong Shi, Yi Xie, Jian Liu, Bo Yuan, Yingying Chen:
Practical Adversarial Attacks Against Speaker Recognition Systems. HotMobile 2020: 9-14 - [i24]Siyu Liao, Jie Chen, Yanzhi Wang, Qinru Qiu, Bo Yuan:
Embedding Compression with Isotropic Iterative Quantization. CoRR abs/2001.05314 (2020) - [i23]Xiao Zang, Yi Xie, Jie Chen, Bo Yuan:
Graph Universal Adversarial Attacks: A Few Bad Actors Ruin Graph Learning Models. CoRR abs/2002.04784 (2020) - [i22]Yi Xie, Cong Shi, Zhuohang Li, Jian Liu, Yingying Chen, Bo Yuan:
Real-time, Universal, and Robust Adversarial Attacks Against Speaker Recognition Systems. CoRR abs/2003.02301 (2020) - [i21]Chunhua Deng, Siyu Liao, Yi Xie, Keshab K. Parhi, Xuehai Qian, Bo Yuan:
PERMDNN: Efficient Compressed DNN Architecture with Permuted Diagonal Matrices. CoRR abs/2004.10936 (2020) - [i20]Yi Xie, Zhuohang Li, Cong Shi, Jian Liu, Yingying Chen, Bo Yuan:
Enabling Fast and Universal Audio Adversarial Attack Using Generative Model. CoRR abs/2004.12261 (2020) - [i19]Miao Yin, Siyu Liao, Xiao-Yang Liu, Xiaodong Wang, Bo Yuan:
Compressing Recurrent Neural Networks Using Hierarchical Tucker Tensor Decomposition. CoRR abs/2005.04366 (2020)
2010 – 2019
- 2019
- [j15]Ji Li, Zihao Yuan, Zhe Li, Ao Ren, Caiwen Ding, Jeffrey Draper, Shahin Nazarian, Qinru Qiu, Bo Yuan, Yanzhi Wang:
Normalization and dropout for stochastic computing-based deep convolutional neural networks. Integr. 65: 395-403 (2019) - [j14]Bingzhe Li, Yaobin Qin, Bo Yuan, David J. Lilja:
Neural Network Classifiers Using a Hardware-Based Approximate Activation Function with a Hybrid Stochastic Multiplier. ACM J. Emerg. Technol. Comput. Syst. 15(1): 12:1-12:21 (2019) - [j13]Zhe Li, Ji Li, Ao Ren, Ruizhe Cai, Caiwen Ding, Xuehai Qian, Jeffrey Draper, Bo Yuan, Jian Tang, Qinru Qiu, Yanzhi Wang:
HEIF: Highly Efficient Stochastic Computing-Based Inference Framework for Deep Neural Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38(8): 1543-1556 (2019) - [j12]Siyu Liao, Yi Xie, Xue Lin, Yanzhi Wang, Min Zhang, Bo Yuan:
Reduced-Complexity Deep Neural Networks Design Using Multi-Level Compression. IEEE Trans. Sustain. Comput. 4(2): 245-251 (2019) - [c50]Siyu Liao, Bo Yuan:
CircConv: A Structured Convolution with Low Complexity. AAAI 2019: 4287-4294 - [c49]Yanzhi Wang, Zheng Zhan, Liang Zhao, Jian Tang, Siyue Wang, Jiayu Li, Bo Yuan, Wujie Wen, Xue Lin:
Universal Approximation Property and Equivalence of Stochastic Computing-Based Neural Networks and Binary Neural Networks. AAAI 2019: 5369-5376 - [c48]Siyu Liao, Ashkan Samiee, Chunhua Deng, Yu Bai, Bo Yuan:
Compressing Deep Neural Networks Using Toeplitz Matrix: Algorithm Design and Fpga Implementation. ICASSP 2019: 1443-1447 - [c47]Chunhua Deng, Siyu Liao, Bo Yuan:
Reduced-complexity Deep Neural Network-aided Channel Code Decoder: A Case Study for BCH Decoder. ICASSP 2019: 1468-1472 - [c46]Chunhua Deng, Miao Yin, Xiao-Yang Liu, Xiaodong Wang, Bo Yuan:
High-performance Hardware Architecture for Tensor Singular Value Decomposition: Invited Paper. ICCAD 2019: 1-6 - [c45]Bingzhe Li, Chunhua Deng, Jinfeng Yang, David J. Lilja, Bo Yuan, David H. C. Du:
HAML-SSD: A Hardware Accelerated Hotness-Aware Machine Learning based SSD Management. ICCAD 2019: 1-8 - [c44]Chunhua Deng, Fangxuan Sun, Xuehai Qian, Jun Lin, Zhongfeng Wang, Bo Yuan:
TIE: energy-efficient tensor train-based inference engine for deep neural network. ISCA 2019: 264-278 - [c43]Fan Wang, Chunhua Deng, Bo Yuan, Chao Chen:
Hardware Acceleration of Persistent Homology Computation. LABELS/HAL-MICCAI/CuRIOUS@MICCAI 2019: 81-88 - [c42]