Bo Yuan

ORCID

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 143

Top Venues

Publications

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)
Yang Sui, Miao Yin, Yu Gong, Jinqi Xiao, Huy Phan, Bo Yuan
ELRT: Efficient Low-Rank Training for Compact Convolutional Neural Networks. CoRR (2024)
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 (2024)
Lingyi Huang, Yu Gong, Yang Sui, Xiao Zang, Bo Yuan
MOPED: Efficient Motion Planning Engine with Flexible Dimension Support. HPCA (2024)
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)
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)
Xiao Zang, Jie Chen, Bo Yuan
GUAP: Graph Universal Attack Through Adversarial Patching. CoRR (2023)
Jinqi Xiao, Miao Yin, Yu Gong, Xiao Zang, Jian Ren, Bo Yuan
COMCAT: Towards Efficient Compression and Customization of Attention-Based Vision Models. CoRR (2023)
Mufeng Zhu, Yang Sui, Bo Yuan, Yao Liu
Learning-based Homography Matrix Optimization for Dual-fisheye Video Stitching. EMS@SIGCOMM (2023)
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)
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)
Hailiang Hu, Donghao Fang, Wuxi Li, Bo Yuan, Jiang Hu
Systolic Array Placement on FPGAs. ICCAD (2023)
Zhongze Tang, Huy Phan, Xianglong Feng, Bo Yuan, Yao Liu, Sheng Wei
Security-Preserving Live 3D Video Surveillance. MMSys (2023)
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)
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)
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)
Huy Phan, Miao Yin, Yang Sui, Bo Yuan, Saman A. Zonouz
CSTAR: Towards Compact and Structured Deep Neural Networks with Adversarial Robustness. AAAI (2023)
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)
Xiao Zang, Miao Yin, Jinqi Xiao, Saman A. Zonouz, Bo Yuan
GraphMP: Graph Neural Network-based Motion Planning with Efficient Graph Search. NeurIPS (2023)
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)
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 (2023)
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 (2023)
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 (2023)
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)
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)
Yang Sui, Minning Zhu, Lingyi Huang, Chung-Tse Michael Wu, Bo Yuan
In-Sensor Radio Frequency Computing for Energy-Efficient Intelligent Radar. CoRR (2023)
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 (2022)
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 (2022)
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)
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 (2022)
Miao Yin, Yang Sui, Wanzhao Yang, Xiao Zang, Yu Gong, Bo Yuan
HODEC: Towards Efficient High-Order DEcomposed Convolutional Neural Networks. CVPR (2022)
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)
Lingyi Huang, Xiao Zang, Yu Gong, Boyang Zhang, Bo Yuan
VLSI Hardware Architecture of Neural A* Path Planner. IEEECONF (2022)
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) (2022)
Donghao Fang, Boyang Zhang, Hailiang Hu, Wuxi Li, Bo Yuan, Jiang Hu
Global Placement Exploiting Soft 2D Regularity. ISPD (2022)
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 (2022)
Mohammad Walid Charrwi, Huy Phan, Bo Yuan, Samah Mohamed Saeed
Towards Yield Improvement for AI Accelerators: Analysis and Exploration. ISVLSI (2022)
Huy Phan, Yi Xie, Jian Liu, Yingying Chen, Bo Yuan
Invisible and Efficient Backdoor Attacks for Compressed Deep Neural Networks. ICASSP (2022)
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)
Miao Yin, Huy Phan, Xiao Zang, Siyu Liao, Bo Yuan
BATUDE: Budget-Aware Neural Network Compression Based on Tucker Decomposition. AAAI (2022)
Mengmei Ye, Zhongze Tang, Huy Phan, Yi Xie, Bo Yuan, Sheng Wei
Visual privacy protection in mobile image recognition using protective perturbation. MMSys (2022)
Huy Phan, Miao Yin, Yang Sui, Bo Yuan, Saman A. Zonouz
CSTAR: Towards Compact and STructured Deep Neural Networks with Adversarial Robustness. CoRR (2022)
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)
Lingyi Huang, Xiao Zang, Yu Gong, Bo Yuan
Hardware Architecture of Graph Neural Network-Enabled Motion Planner (Invited Paper). ICCAD (2022)
Xiao Zang, Yi Xie, Siyu Liao, Jie Chen, Bo Yuan
Noise Injection-based Regularization for Point Cloud Processing. CoRR (2021)
Lingyi Huang, Chunhua Deng, Shahana Ibrahim, Xiao Fu, Bo Yuan
VLSI Hardware Architecture of Stochastic Low-rank Tensor Decomposition. ACSCC (2021)
Miao Yin, Yang Sui, Siyu Liao, Bo Yuan
Towards Efficient Tensor Decomposition-Based DNN Model Compression with Optimization Framework. CoRR (2021)
Chunhua Deng, Siyu Liao, Bo Yuan
PermCNN: Energy-Efficient Convolutional Neural Network Hardware Architecture With Permuted Diagonal Structure. IEEE Trans. Computers 70 (2) (2021)
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)
Siyu Liao, Chunhua Deng, Miao Yin, Bo Yuan
Doubly Residual Neural Decoder: Towards Low-Complexity High-Performance Channel Decoding. CoRR (2021)
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)
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)
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) (2021)
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 (2021)
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)
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)
Siyu Liao, Chunhua Deng, Miao Yin, Bo Yuan
Doubly Residual Neural Decoder: Towards Low-Complexity High-Performance Channel Decoding. AAAI (2021)
Yi Xie, Zhuohang Li, Cong Shi, Jian Liu, Yingying Chen, Bo Yuan
Enabling Fast and Universal Audio Adversarial Attack Using Generative Model. AAAI (2021)
Yang Sui, Miao Yin, Yi Xie, Huy Phan, Saman A. Zonouz, Bo Yuan
CHIP: CHannel Independence-based Pruning for Compact Neural Networks. CoRR (2021)
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)
Bingzhe Li, Bo Yuan, David Hung-Chang Du
EFM: Elastic Flash Management to Enhance Performance of Hybrid Flash Memory. ICCD (2021)
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)
Yang Sui, Miao Yin, Yi Xie, Huy Phan, Saman A. Zonouz, Bo Yuan
CHIP: CHannel Independence-based Pruning for Compact Neural Networks. NeurIPS (2021)
Miao Yin, Yang Sui, Siyu Liao, Bo Yuan
Towards Efficient Tensor Decomposition-Based DNN Model Compression With Optimization Framework. CVPR (2021)
Xiao Zang, Yi Xie, Jie Chen, Bo Yuan
Graph Universal Adversarial Attacks: A Few Bad Actors Ruin Graph Learning Models. IJCAI (2021)
Xiao Zang, Yi Xie, Jie Chen, Bo Yuan
Graph Universal Adversarial Attacks: A Few Bad Actors Ruin Graph Learning Models. CoRR (2020)
Chunhua Deng, Yongbin Gong, Feng Han, Siyu Liao, Jingang Yi, Bo Yuan
VLSI Hardware Architecture for Gaussian Process. ACSSC (2020)
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)
Siyu Liao, Chunhua Deng, Yi Xie, Lingjia Liu, Bo Yuan
Low-complexity Neural Network-based MIMO Detector using Permuted Diagonal Matrix. ACSSC (2020)
Hongxin Kong, Lang Feng, Chunhua Deng, Bo Yuan, Jiang Hu
How Much Does Regularity Help FPGA Placement? FPT (2020)
Miao Yin, Siyu Liao, Xiao-Yang Liu, Xiaodong Wang, Bo Yuan
Compressing Recurrent Neural Networks Using Hierarchical Tucker Tensor Decomposition. CoRR (2020)
Chunhua Deng, Siyu Liao, Yi Xie, Keshab K. Parhi, Xuehai Qian, Bo Yuan
PERMDNN: Efficient Compressed DNN Architecture with Permuted Diagonal Matrices. CoRR (2020)
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) (2020)
Xiaofeng Hu, Chunhua Deng, Bo Yuan
Reduced-Complexity Singular Value Decomposition For Tucker Decomposition: Algorithm And Hardware. ICASSP (2020)
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)
Yi Xie, Cong Shi, Zhuohang Li, Jian Liu, Yingying Chen, Bo Yuan
Real-time, Universal, and Robust Adversarial Attacks Against Speaker Recognition Systems. CoRR (2020)
Siyu Liao, Jie Chen, Yanzhi Wang, Qinru Qiu, Bo Yuan
Embedding Compression with Isotropic Iterative Quantization. CoRR (2020)
Yi Xie, Zhuohang Li, Cong Shi, Jian Liu, Yingying Chen, Bo Yuan
Enabling Fast and Universal Audio Adversarial Attack Using Generative Model. CoRR (2020)
Zhuohang Li, Yi Wu, Jian Liu, Yingying Chen, Bo Yuan
AdvPulse: Universal, Synchronization-free, and Targeted Audio Adversarial Attacks via Subsecond Perturbations. CCS (2020)
Siyu Liao, Jie Chen, Yanzhi Wang, Qinru Qiu, Bo Yuan
Embedding Compression with Isotropic Iterative Quantization. AAAI (2020)
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)
Zhuohang Li, Cong Shi, Yi Xie, Jian Liu, Bo Yuan, Yingying Chen
Practical Adversarial Attacks Against Speaker Recognition Systems. HotMobile (2020)
Siyu Liao, Zhe Li, Liang Zhao, Qinru Qiu, Yanzhi Wang, Bo Yuan
CircConv: A Structured Convolution with Low Complexity. CoRR (2019)
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) (2019)
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)
Chunhua Deng, Miao Yin, Xiao-Yang Liu, Xiaodong Wang, Bo Yuan
High-performance Hardware Architecture for Tensor Singular Value Decomposition: Invited Paper. ICCAD (2019)
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)
Siyu Liao, Bo Yuan
CircConv: A Structured Convolution with Low Complexity. AAAI (2019)
Siyu Liao, Ashkan Samiee, Chunhua Deng, Yu Bai, Bo Yuan
Compressing Deep Neural Networks Using Toeplitz Matrix: Algorithm Design and Fpga Implementation. ICASSP (2019)
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) (2019)
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 (2019)
Fan Wang, Chunhua Deng, Bo Yuan, Chao Chen
Hardware Acceleration of Persistent Homology Computation. LABELS/HAL-MICCAI/CuRIOUS@MICCAI (2019)
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) (2019)
Siyu Liao, Chunhua Deng, Lingjia Liu, Bo Yuan
Structured Neural Network with Low Complexity for MIMO Detection. SiPS (2019)
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)
Chunhua Deng, Siyu Liao, Bo Yuan
Reduced-complexity Deep Neural Network-aided Channel Code Decoder: A Case Study for BCH Decoder. ICASSP (2019)
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. CoRR (2019)
Siyu Liao, Liutong Zhou, Xuan Di, Bo Yuan, Jinjun Xiong
Large-scale short-term urban taxi demand forecasting using deep learning. ASP-DAC (2018)
Zhe Li, Ji Li, Ao Ren, Caiwen Ding, Jeffrey Draper, Qinru Qiu, Bo Yuan, Yanzhi Wang
Towards Budget-Driven Hardware Optimization for Deep Convolutional Neural Networks Using Stochastic Computing. ISVLSI (2018)
Caiwen Ding, Ao Ren, Geng Yuan, Xiaolong Ma, Jiayu Li, Ning Liu, Bo Yuan, Yanzhi Wang
Structured Weight Matrices-Based Hardware Accelerators in Deep Neural Networks: FPGAs and ASICs. CoRR (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Bo Yuan