Bo Yuan

201 papers A* 37A 16B 3C 8Misc 15Journal 84Unranked 38
YearRankTypeTitle / Venue / Authors
2026 J jnl
ATA: Bridging Implicit Reasoning with Attention-Guided and Action-Guided Inference for Vision-Language Action Models.
CoRR
Cheng Yang, Jianhao Jiao, Lingyi Huang, Jinqi Xiao, Zhexiang Tang, Yu Gong, Yibiao Ying, Yang Sui, Jintian Lin, Wen Huang, Bo Yuan
2026 J jnl
RouterKGQA: Specialized-General Model Routing for Constraint-Aware Knowledge Graph Question Answering.
CoRR
Bo Yuan, Hexuan Deng, Xuebo Liu, Min Zhang
2026 J jnl
TT-RRAM: Joint Improvement of Sparsity and Repetition in Tensor-Train Inference With Fused Processing on RRAM Accelerators.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Fang-Yi Gu, Pin-Hong Liu, Ing-Chao Lin, Bo Yuan
2025 J jnl
Co-Exploring Structured Sparsification and Low-Rank Tensor Decomposition for Compact DNNs.
IEEE Trans. Neural Networks Learn. Syst.
Yang Sui, Miao Yin, Yu Gong, Bo Yuan
2025 A* conf
Crane: Inter-Layer Scheduling Framework for DNN Inference and Training Co-Support on Tiled Architecture.
MICRO
Yu Gong, Lingyi Huang, Haodong Chang, Rongjian Liang, Cheng Yang, Zhexiang Tang, Jiang Hu, Bo Yuan
2025 J jnl
DiMO-CNN: Deep Learning Toolkit-Accelerated Analytical Modeling and Optimization of CNN Hardware and Dataflow.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Jianfeng Song, Rongjian Liang, Bo Yuan, Jiang Hu
2025 J jnl
DisDet: Exploring Detectability of Backdoor Attack on Diffusion Models.
Trans. Mach. Learn. Res.
Yang Sui, Huy Phan, Jinqi Xiao, Tianfang Zhang, Zijie Tang, Cong Shi, Yan Wang, Yingying Chen, Bo Yuan
2025 J jnl
EcoSpa: Efficient Transformer Training with Coupled Sparsity.
CoRR
Jinqi Xiao, Cheng Luo, Lingyi Huang, Cheng Yang, Yang Sui, Huy Phan, Xiao Zang, Yibiao Ying, Zhexiang Tang, Anima Anandkumar, Bo Yuan
2025 J jnl
Global Placement Exploiting Soft 2D Regularity.
ACM Trans. Design Autom. Electr. Syst.
Donghao Fang, Boyang Zhang, Hailiang Hu, Wuxi Li, Bo Yuan, Jiang Hu
2025 J jnl
HeadInfer: Memory-Efficient LLM Inference by Head-wise Offloading.
CoRR
Cheng Luo, Zefan Cai, Hanshi Sun, Jinqi Xiao, Bo Yuan, Wen Xiao, Junjie Hu, Jiawei Zhao, Beidi Chen, Anima Anandkumar
2025 J jnl
InstructMoLE: Instruction-Guided Mixture of Low-rank Experts for Multi-Conditional Image Generation.
CoRR
Jinqi Xiao, Qing Yan, Liming Jiang, Zichuan Liu, Hao Kang, Shen Sang, Tiancheng Zhi, Jing Liu, Cheng Yang, Xin Lu, Bo Yuan
2025 — conf
Latent Diffusion Shield - Mitigating Malicious Use of Diffusion Models Through Latent Space Adversarial Perturbations.
WACV (Workshops)
Huy Phan, Boshi Huang, Ayush Jaiswal, Ekraam Sabir, Prateek Singhal, Bo Yuan
2025 J jnl
Pruning 3D Convolutional Neural Networks via Channel Independence.
J. Signal Process. Syst.
Yang Sui, Khizar Anjum, Dario Pompili, Bo Yuan
2025 J jnl
Spectral Tensor Layers for Communication-Free Distributed Deep Learning.
IEEE Trans. Neural Networks Learn. Syst.
Xiao-Yang Liu, Xiaodong Wang, Bo Yuan, Jiashu Han
2025 J jnl
Survey and Improvement Strategies for Gene Prioritization with Large Language Models.
CoRR
Matthew Neeley, Guantong Qi, Guanchu Wang, Ruixiang Tang, Dongxue Mao, Chaozhong Liu, Sasidhar Pasupuleti, Bo Yuan, Fan Xia, Pengfei Liu, Zhandong Liu, Xia Ben Hu
2025 A* conf
TopV: Compatible Token Pruning with Inference Time Optimization for Fast and Low-Memory Multimodal Vision Language Model.
CVPR
Cheng Yang, Yang Sui, Jinqi Xiao, Lingyi Huang, Yu Gong, Chendi Li, Jinghua Yan, Yu Bai, Ponnuswamy Sadayappan, Xia Hu, Bo Yuan
2025 J jnl
TopV: Compatible Token Pruning with Inference Time Optimization for Fast and Low-Memory Multimodal Vision Language Model.
CoRR
Cheng Yang, Yang Sui, Jinqi Xiao, Lingyi Huang, Yu Gong, Chendi Li, Jinghua Yan, Yu Bai, Ponnuswamy Sadayappan, Xia Hu, Bo Yuan
2024 J jnl
An Efficient Real-Time Object Detection Framework on Resource-Constricted Hardware Devices via Software and Hardware Co-design.
CoRR
Mingshuo Liu, Shiyi Luo, Kevin Han, Bo Yuan, Ronald F. DeMara, Yu Bai
2024 A* conf
BitsFusion: 1.99 bits Weight Quantization of Diffusion Model.
NeurIPS
Yang Sui, Yanyu Li, Anil Kag, Yerlan Idelbayev, Junli Cao, Ju Hu, Dhritiman Sagar, Bo Yuan, Sergey Tulyakov, Jian Ren
2024 J jnl
BitsFusion: 1.99 bits Weight Quantization of Diffusion Model.
CoRR
Yang Sui, Yanyu Li, Anil Kag, Yerlan Idelbayev, Junli Cao, Ju Hu, Dhritiman Sagar, Bo Yuan, Sergey Tulyakov, Jian Ren
2024 J jnl
COAP: Memory-Efficient Training with Correlation-Aware Gradient Projection.
CoRR
Jinqi Xiao, Shen Sang, Tiancheng Zhi, Jing Liu, Qing Yan, Linjie Luo, Bo Yuan
2024 — conf
Clean and Compact: Efficient Data-Free Backdoor Defense with Model Compactness.
ECCV (60)
Huy Phan, Jinqi Xiao, Yang Sui, Tianfang Zhang, Zijie Tang, Cong Shi, Yan Wang, Yingying Chen, Bo Yuan
2024 J jnl
Corner-to-Center long-range context model for efficient learned image compression.
J. Vis. Commun. Image Represent.
Yang Sui, Ding Ding, Xiang Pan, Xiaozhong Xu, Shan Liu, Bo Yuan, Zhenzhong Chen
2024 A conf
DiMO-Sparse: Differentiable Modeling and Optimization of Sparse CNN Dataflow and Hardware Architecture.
DATE
Jianfeng Song, Rongjian Liang, Yu Gong, Bo Yuan, Jiang Hu
2024 J jnl
DisDet: Exploring Detectability of Backdoor Attack on Diffusion Models.
CoRR
Yang Sui, Huy Phan, Jinqi Xiao, Tianfang Zhang, Zijie Tang, Cong Shi, Yan Wang, Yingying Chen, Bo Yuan
2024 J jnl
ELRT: Efficient Low-Rank Training for Compact Convolutional Neural Networks.
CoRR
Yang Sui, Miao Yin, Yu Gong, Jinqi Xiao, Huy Phan, Bo Yuan
2024 — conf
Improving the Sustainability of Solid-State Drives by Prolonging Lifetime.
ISVLSI
Zhaokang Ke, Dingyi Kang, Bo Yuan, David Du, Bingzhe Li
2024 A* conf
Inaudible Backdoor Attack via Stealthy Frequency Trigger Injection in Audio Spectrogram.
MobiCom
Tianfang Zhang, Huy Phan, Zijie Tang, Cong Shi, Yan Wang, Bo Yuan, Yingying Chen
2024 A* conf
Invited: Algorithm and Hardware Co-Design for Energy-Efficient Neural SLAM.
DAC
Lingyi Huang, Cheng Yang, Yu Gong, Yang Sui, Xiao Zang, Anthony Goeckner, Qi Zhu, Bo Yuan
2024 A* conf
MOPED: Efficient Motion Planning Engine with Flexible Dimension Support.
HPCA
Lingyi Huang, Yu Gong, Yang Sui, Xiao Zang, Bo Yuan
2024 J jnl
MoE-I
CoRR
Cheng Yang, Yang Sui, Jinqi Xiao, Lingyi Huang, Yu Gong, Yuanlin Duan, Wenqi Jia, Miao Yin, Yu Cheng, Bo Yuan
2024 — conf
MoE-I²: Compressing Mixture of Experts Models through Inter-Expert Pruning and Intra-Expert Low-Rank Decomposition.
EMNLP (Findings)
Cheng Yang, Yang Sui, Jinqi Xiao, Lingyi Huang, Yu Gong, Yuanlin Duan, Wenqi Jia, Miao Yin, Yu Cheng, Bo Yuan
2024 J jnl
RF Domain Backdoor Attack on Signal Classification via Stealthy Trigger.
IEEE Trans. Mob. Comput.
Zijie Tang, Tianming Zhao, Tianfang Zhang, Huy Phan, Yan Wang, Cong Shi, Bo Yuan, Yingying Chen
2024 A conf
SysMix: Mixed-Size Placement for Systolic-Array-Based Hierarchical Designs.
ICCAD
Donghao Fang, Hailiang Hu, Wuxi Li, Bo Yuan, Jiang Hu
2024 J jnl
When Large Language Models Meet Vector Databases: A Survey.
CoRR
Zhi Jing, Yongye Su, Yikun Han, Bo Yuan, Haiyun Xu, Chunjiang Liu, Kehai Chen, Min Zhang
2023 — conf
Accelerable Lottery Tickets with the Mixed-Precision Quantization.
CVPR Workshops
Zhangheng Li, Yu Gong, Zhenyu Zhang, Xingyun Xue, Tianlong Chen, Yi Liang, Bo Yuan, Zhangyang Wang
2023 J jnl
Algorithm and hardware co-design co-optimization framework for LSTM accelerator using quantized fully decomposed tensor train.
Internet Things
Mingshuo Liu, Miao Yin, Kevin Han, Ronald F. DeMara, Bo Yuan, Yu Bai
2023 A* conf
COMCAT: Towards Efficient Compression and Customization of Attention-Based Vision Models.
ICML
Jinqi Xiao, Miao Yin, Yu Gong, Xiao Zang, Jian Ren, Bo Yuan
2023 J jnl
COMCAT: Towards Efficient Compression and Customization of Attention-Based Vision Models.
CoRR
Jinqi Xiao, Miao Yin, Yu Gong, Xiao Zang, Jian Ren, Bo Yuan
2023 A* conf
CSTAR: Towards Compact and Structured Deep Neural Networks with Adversarial Robustness.
AAAI
Huy Phan, Miao Yin, Yang Sui, Bo Yuan, Saman A. Zonouz
2023 J jnl
Corner-to-Center Long-range Context Model for Efficient Learned Image Compression.
CoRR
Yang Sui, Ding Ding, Xiang Pan, Xiaozhong Xu, Shan Liu, Bo Yuan, Zhenzhong Chen
2023 B conf
DP-DNA: A Digital Pattern-Aware DNA Encoding Scheme to Improve Encoding Density of DNA Storage.
MASCOTS
Bingzhe Li, Li Ou, Bo Yuan, David H. C. Du
2023 A* conf
DSPIMM: A Fully Digital SParse In-Memory Matrix Vector Multiplier for Communication Applications.
DAC
Amitesh Sridharan, Fan Zhang, Yang Sui, Bo Yuan, Deliang Fan
2023 A conf
DynGMP: Graph Neural Network-Based Motion Planning in Unpredictable Dynamic Environments.
IROS
Wenjin Zhang, Xiao Zang, Lingyi Huang, Yang Sui, Jingjin Yu, Yingying Chen, Bo Yuan
2023 A* conf
ETTE: Efficient Tensor-Train-based Computing Engine for Deep Neural Networks.
ISCA
Yu Gong, Miao Yin, Lingyi Huang, Jinqi Xiao, Yang Sui, Chunhua Deng, Bo Yuan
2023 A* conf
GOHSP: A Unified Framework of Graph and Optimization-Based Heterogeneous Structured Pruning for Vision Transformer.
AAAI
Miao Yin, Burak Uzkent, Yilin Shen, Hongxia Jin, Bo Yuan
2023 J jnl
GOHSP: A Unified Framework of Graph and Optimization-based Heterogeneous Structured Pruning for Vision Transformer.
CoRR
Miao Yin, Burak Uzkent, Yilin Shen, Hongxia Jin, Bo Yuan
2023 J jnl
GUAP: Graph Universal Attack Through Adversarial Patching.
CoRR
Xiao Zang, Jie Chen, Bo Yuan
2023 A* conf
GraphMP: Graph Neural Network-based Motion Planning with Efficient Graph Search.
NeurIPS
Xiao Zang, Miao Yin, Jinqi Xiao, Saman A. Zonouz, Bo Yuan
2023 A* conf
HALOC: Hardware-Aware Automatic Low-Rank Compression for Compact Neural Networks.
AAAI
Jinqi Xiao, Chengming Zhang, Yu Gong, Miao Yin, Yang Sui, Lizhi Xiang, Dingwen Tao, Bo Yuan
2023 J jnl
HALOC: Hardware-Aware Automatic Low-Rank Compression for Compact Neural Networks.
CoRR
Jinqi Xiao, Chengming Zhang, Yu Gong, Miao Yin, Yang Sui, Lizhi Xiang, Dingwen Tao, Bo Yuan
2023 J jnl
In-Sensor Radio Frequency Computing for Energy-Efficient Intelligent Radar.
CoRR
Yang Sui, Minning Zhu, Lingyi Huang, Chung-Tse Michael Wu, Bo Yuan
2023 A conf
Invited Paper: In-Sensor Radio Frequency Computing for Energy-Efficient Intelligent Radar.
ICCAD
Yang Sui, Minning Zhu, Lingyi Huang, Chung-Tse Michael Wu, Bo Yuan
2023 — conf
Learning-based Homography Matrix Optimization for Dual-fisheye Video Stitching.
EMS@SIGCOMM
Mufeng Zhu, Yang Sui, Bo Yuan, Yao Liu
2023 A conf
Security-Preserving Live 3D Video Surveillance.
MMSys
Zhongze Tang, Huy Phan, Xianglong Feng, Bo Yuan, Yao Liu, Sheng Wei
2023 B conf
Stealthy Backdoor Attack on RF Signal Classification.
ICCCN
Tianming Zhao, Zijie Tang, Tianfang Zhang, Huy Phan, Yan Wang, Cong Shi, Bo Yuan, Yingying Chen
2023 A conf
Systolic Array Placement on FPGAs.
ICCAD
Hailiang Hu, Donghao Fang, Wuxi Li, Bo Yuan, Jiang Hu
2023 B conf
TDC: Towards Extremely Efficient CNNs on GPUs via Hardware-Aware Tucker Decomposition.
PPoPP
Lizhi Xiang, Miao Yin, Chengming Zhang, Aravind Sukumaran-Rajam, P. Sadayappan, Bo Yuan, Dingwen Tao
2022 J jnl
Algorithm and Hardware Co-Design of Energy-Efficient LSTM Networks for Video Recognition With Hierarchical Tucker Tensor Decomposition.
IEEE Trans. Computers
Yu Gong, Miao Yin, Lingyi Huang, Chunhua Deng, Bo Yuan
2022 J jnl
Algorithm and Hardware Co-Design of Energy-Efficient LSTM Networks for Video Recognition with Hierarchical Tucker Tensor Decomposition.
CoRR
Yu Gong, Miao Yin, Lingyi Huang, Chunhua Deng, Yang Sui, Bo Yuan
2022 A* conf
Audio-domain position-independent backdoor attack via unnoticeable triggers.
MobiCom
Cong Shi, Tianfang Zhang, Zhuohang Li, Huy Phan, Tianming Zhao, Yan Wang, Jian Liu, Bo Yuan, Yingying Chen
2022 A* conf
BATUDE: Budget-Aware Neural Network Compression Based on Tucker Decomposition.
AAAI
Miao Yin, Huy Phan, Xiao Zang, Siyu Liao, Bo Yuan
2022 J jnl
CSTAR: Towards Compact and STructured Deep Neural Networks with Adversarial Robustness.
CoRR
Huy Phan, Miao Yin, Yang Sui, Bo Yuan, Saman A. Zonouz
2022 A conf
Deep Learning Toolkit-Accelerated Analytical Co-Optimization of CNN Hardware and Dataflow.
ICCAD
Rongjian Liang, Jianfeng Song, Bo Yuan, Jiang Hu
2022 — conf
Global Placement Exploiting Soft 2D Regularity.
ISPD
Donghao Fang, Boyang Zhang, Hailiang Hu, Wuxi Li, Bo Yuan, Jiang Hu
2022 A* conf
HODEC: Towards Efficient High-Order DEcomposed Convolutional Neural Networks.
CVPR
Miao Yin, Yang Sui, Wanzhao Yang, Xiao Zang, Yu Gong, Bo Yuan
2022 A conf
Hardware Architecture of Graph Neural Network-Enabled Motion Planner (Invited Paper).
ICCAD
Lingyi Huang, Xiao Zang, Yu Gong, Bo Yuan
2022 — conf
IMG-SMP: Algorithm and Hardware Co-Design for Real-time Energy-efficient Neural Motion Planning.
ACM Great Lakes Symposium on VLSI
Lingyi Huang, Xiao Zang, Yu Gong, Chunhua Deng, Jingang Yi, Bo Yuan
2022 Misc conf
Invisible and Efficient Backdoor Attacks for Compressed Deep Neural Networks.
ICASSP
Huy Phan, Yi Xie, Jian Liu, Yingying Chen, Bo Yuan
2022 — conf
RIBAC: Towards Robust and Imperceptible Backdoor Attack against Compact DNN.
ECCV (4)
Huy Phan, Cong Shi, Yi Xie, Tianfang Zhang, Zhuohang Li, Tianming Zhao, Jian Liu, Yan Wang, Yingying Chen, Bo Yuan
2022 J jnl
RIBAC: Towards Robust and Imperceptible Backdoor Attack against Compact DNN.
CoRR
Huy Phan, Cong Shi, Yi Xie, Tianfang Zhang, Zhuohang Li, Tianming Zhao, Jian Liu, Yan Wang, Yingying Chen, Bo Yuan
2022 A conf
Robot Motion Planning as Video Prediction: A Spatio-Temporal Neural Network-based Motion Planner.
IROS
Xiao Zang, Miao Yin, Lingyi Huang, Jingjin Yu, Saman A. Zonouz, Bo Yuan
2022 J jnl
Robot Motion Planning as Video Prediction: A Spatio-Temporal Neural Network-based Motion Planner.
CoRR
Xiao Zang, Miao Yin, Lingyi Huang, Jingjin Yu, Saman A. Zonouz, Bo Yuan
2022 J jnl
TDC: Towards Extremely Efficient CNNs on GPUs via Hardware-Aware Tucker Decomposition.
CoRR
Lizhi Xiang, Miao Yin, Chengming Zhang, Aravind Sukumaran-Rajam, P. Sadayappan, Bo Yuan, Dingwen Tao
2022 — conf
Towards Yield Improvement for AI Accelerators: Analysis and Exploration.
ISVLSI
Mohammad Walid Charrwi, Huy Phan, Bo Yuan, Samah Mohamed Saeed
2022 — conf
VLSI Hardware Architecture of Neural A* Path Planner.
IEEECONF
Lingyi Huang, Xiao Zang, Yu Gong, Boyang Zhang, Bo Yuan
2022 A conf
Visual privacy protection in mobile image recognition using protective perturbation.
MMSys
Mengmei Ye, Zhongze Tang, Huy Phan, Yi Xie, Bo Yuan, Sheng Wei
2021 A conf
Algorithm and Hardware Co-design for Deep Learning-powered Channel Decoder: A Case Study.
ICCAD
Boyang Zhang, Yang Sui, Lingyi Huang, Siyu Liao, Chunhua Deng, Bo Yuan
2021 — conf
An Efficient Real-Time Object Detection Framework on Resource-Constricted Hardware Devices via Software and Hardware Co-design.
ASAP
Mingshuo Liu, Shiyi Luo, Kevin Han, Bo Yuan, Ronald F. DeMara, Yu Bai
2021 — conf
An Efficient Video Prediction Recurrent Network using Focal Loss and Decomposed Tensor Train for Imbalance Dataset.
ACM Great Lakes Symposium on VLSI
Mingshuo Liu, Kevin Han, Shiyi Luo, Mingze Pan, Mousam Hossain, Bo Yuan, Ronald F. DeMara, Yu Bai
2021 A* conf
CHIP: CHannel Independence-based Pruning for Compact Neural Networks.
NeurIPS
Yang Sui, Miao Yin, Yi Xie, Huy Phan, Saman A. Zonouz, Bo Yuan
2021 J jnl
CHIP: CHannel Independence-based Pruning for Compact Neural Networks.
CoRR
Yang Sui, Miao Yin, Yi Xie, Huy Phan, Saman A. Zonouz, Bo Yuan
2021 A* conf
Doubly Residual Neural Decoder: Towards Low-Complexity High-Performance Channel Decoding.
AAAI
Siyu Liao, Chunhua Deng, Miao Yin, Bo Yuan
2021 J jnl
Doubly Residual Neural Decoder: Towards Low-Complexity High-Performance Channel Decoding.
CoRR
Siyu Liao, Chunhua Deng, Miao Yin, Bo Yuan
2021 C conf
EFM: Elastic Flash Management to Enhance Performance of Hybrid Flash Memory.
ICCD
Bingzhe Li, Bo Yuan, David Du
2021 A* conf
Enabling Fast and Universal Audio Adversarial Attack Using Generative Model.
AAAI
Yi Xie, Zhuohang Li, Cong Shi, Jian Liu, Yingying Chen, Bo Yuan
2021 A* conf
Fake Gradient: A Security and Privacy Protection Framework for DNN-based Image Classification.
ACM Multimedia
Xianglong Feng, Yi Xie, Mengmei Ye, Zhongze Tang, Bo Yuan, Sheng Wei
2021 A* conf
GoSPA: An Energy-efficient High-performance Globally Optimized SParse Convolutional Neural Network Accelerator.
ISCA
Chunhua Deng, Yang Sui, Siyu Liao, Xuehai Qian, Bo Yuan
2021 A* conf
Graph Universal Adversarial Attacks: A Few Bad Actors Ruin Graph Learning Models.
IJCAI
Xiao Zang, Yi Xie, Jie Chen, Bo Yuan
2021 J jnl
Noise Injection-based Regularization for Point Cloud Processing.
CoRR
Xiao Zang, Yi Xie, Siyu Liao, Jie Chen, Bo Yuan
2021 J jnl
PermCNN: Energy-Efficient Convolutional Neural Network Hardware Architecture With Permuted Diagonal Structure.
IEEE Trans. Computers
Chunhua Deng, Siyu Liao, Bo Yuan
2021 J jnl
Real-time, Robust and Adaptive Universal Adversarial Attacks Against Speaker Recognition Systems.
J. Signal Process. Syst.
Yi Xie, Zhuohang Li, Cong Shi, Jian Liu, Yingying Chen, Bo Yuan
2021 A* conf
Robust Detection of Machine-induced Audio Attacks in Intelligent Audio Systems with Microphone Array.
CCS
Zhuohang Li, Cong Shi, Tianfang Zhang, Yi Xie, Jian Liu, Bo Yuan, Yingying Chen
2021 A* conf
Towards Efficient Tensor Decomposition-Based DNN Model Compression With Optimization Framework.
CVPR
Miao Yin, Yang Sui, Siyu Liao, Bo Yuan
2021 J jnl
Towards Efficient Tensor Decomposition-Based DNN Model Compression with Optimization Framework.
CoRR
Miao Yin, Yang Sui, Siyu Liao, Bo Yuan
2021 A* conf
Towards Extremely Compact RNNs for Video Recognition With Fully Decomposed Hierarchical Tucker Structure.
CVPR
Miao Yin, Siyu Liao, Xiao-Yang Liu, Xiaodong Wang, Bo Yuan
2021 J jnl
Towards Extremely Compact RNNs for Video Recognition with Fully Decomposed Hierarchical Tucker Structure.
CoRR
Miao Yin, Siyu Liao, Xiao-Yang Liu, Xiaodong Wang, Bo Yuan
2021 — conf
VLSI Hardware Architecture of Stochastic Low-rank Tensor Decomposition.
ACSCC
Lingyi Huang, Chunhua Deng, Shahana Ibrahim, Xiao Fu, Bo Yuan
2020 A* conf
AdvPulse: Universal, Synchronization-free, and Targeted Audio Adversarial Attacks via Subsecond Perturbations.
CCS
Zhuohang Li, Yi Wu, Jian Liu, Yingying Chen, Bo Yuan
2020 A* conf
CAG: A Real-Time Low-Cost Enhanced-Robustness High-Transferability Content-Aware Adversarial Attack Generator.
AAAI
Huy Phan, Yi Xie, Siyu Liao, Jie Chen, Bo Yuan
2020 J jnl
Compressing Recurrent Neural Networks Using Hierarchical Tucker Tensor Decomposition.
CoRR
Miao Yin, Siyu Liao, Xiao-Yang Liu, Xiaodong Wang, Bo Yuan
2020 J jnl
Context constraint and pattern memory for long-term correlation tracking.
Neurocomputing
Bo Huang, Tingfa Xu, Bo Liu, Bo Yuan
2020 A* conf
Embedding Compression with Isotropic Iterative Quantization.
AAAI
Siyu Liao, Jie Chen, Yanzhi Wang, Qinru Qiu, Bo Yuan
2020 J jnl
Embedding Compression with Isotropic Iterative Quantization.
CoRR
Siyu Liao, Jie Chen, Yanzhi Wang, Qinru Qiu, Bo Yuan
2020 J jnl
Enabling Fast and Universal Audio Adversarial Attack Using Generative Model.
CoRR
Yi Xie, Zhuohang Li, Cong Shi, Jian Liu, Yingying Chen, Bo Yuan
2020 J jnl
Graph Universal Adversarial Attacks: A Few Bad Actors Ruin Graph Learning Models.
CoRR
Xiao Zang, Yi Xie, Jie Chen, Bo Yuan
2020 — conf
How Much Does Regularity Help FPGA Placement?
FPT
Hongxin Kong, Lang Feng, Chunhua Deng, Bo Yuan, Jiang Hu
2020 Misc conf
Low-complexity Neural Network-based MIMO Detector using Permuted Diagonal Matrix.
ACSSC
Siyu Liao, Chunhua Deng, Yi Xie, Lingjia Liu, Bo Yuan
2020 J jnl
PERMDNN: Efficient Compressed DNN Architecture with Permuted Diagonal Matrices.
CoRR
Chunhua Deng, Siyu Liao, Yi Xie, Keshab K. Parhi, Xuehai Qian, Bo Yuan
2020 Misc conf
Practical Adversarial Attacks Against Speaker Recognition Systems.
HotMobile
Zhuohang Li, Cong Shi, Yi Xie, Jian Liu, Bo Yuan, Yingying Chen
2020 Misc conf
Real-Time, Universal, and Robust Adversarial Attacks Against Speaker Recognition Systems.
ICASSP
Yi Xie, Cong Shi, Zhuohang Li, Jian Liu, Yingying Chen, Bo Yuan
2020 J jnl
Real-time, Universal, and Robust Adversarial Attacks Against Speaker Recognition Systems.
CoRR
Yi Xie, Cong Shi, Zhuohang Li, Jian Liu, Yingying Chen, Bo Yuan
2020 Misc conf
Reduced-Complexity Singular Value Decomposition For Tucker Decomposition: Algorithm And Hardware.
ICASSP
Xiaofeng Hu, Chunhua Deng, Bo Yuan
2020 J jnl
Stochastic Belief Propagation Polar Decoding With Efficient Re-Randomization.
IEEE Trans. Veh. Technol.
Menghui Xu, Xiao Liang, Bo Yuan, Zaichen Zhang, Xiaohu You, Chuan Zhang
2020 Misc conf
VLSI Hardware Architecture for Gaussian Process.
ACSSC
Chunhua Deng, Yongbin Gong, Feng Han, Siyu Liao, Jingang Yi, Bo Yuan
2020 A* conf
VVSec: Securing Volumetric Video Streaming via Benign Use of Adversarial Perturbation.
ACM Multimedia
Zhongze Tang, Xianglong Feng, Yi Xie, Huy Phan, Tian Guo, Bo Yuan, Sheng Wei
2019 J jnl
CAG: A Real-time Low-cost Enhanced-robustness High-transferability Content-aware Adversarial Attack Generator.
CoRR
Huy Phan, Yi Xie, Siyu Liao, Jie Chen, Bo Yuan
2019 A* conf
CircConv: A Structured Convolution with Low Complexity.
AAAI
Siyu Liao, Bo Yuan
2019 J jnl
CircConv: A Structured Convolution with Low Complexity.
CoRR
Siyu Liao, Zhe Li, Liang Zhao, Qinru Qiu, Yanzhi Wang, Bo Yuan
2019 Misc conf
Compressing Deep Neural Networks Using Toeplitz Matrix: Algorithm Design and Fpga Implementation.
ICASSP
Siyu Liao, Ashkan Samiee, Chunhua Deng, Yu Bai, Bo Yuan
2019 A conf
HAML-SSD: A Hardware Accelerated Hotness-Aware Machine Learning based SSD Management.
ICCAD
Bingzhe Li, Chunhua Deng, Jinfeng Yang, David J. Lilja, Bo Yuan, David H. C. Du
2019 J jnl
HEIF: Highly Efficient Stochastic Computing-Based Inference Framework for Deep Neural Networks.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Zhe Li, Ji Li, Ao Ren, Ruizhe Cai, Caiwen Ding, Xuehai Qian, Jeffrey Draper, Bo Yuan, Jian Tang, Qinru Qiu, Yanzhi Wang
2019 — conf
Hardware Acceleration of Persistent Homology Computation.
LABELS/HAL-MICCAI/CuRIOUS@MICCAI
Fan Wang, Chunhua Deng, Bo Yuan, Chao Chen
2019 A conf
High-performance Hardware Architecture for Tensor Singular Value Decomposition: Invited Paper.
ICCAD
Chunhua Deng, Miao Yin, Xiao-Yang Liu, Xiaodong Wang, Bo Yuan
2019 J jnl
Neural Network Classifiers Using a Hardware-Based Approximate Activation Function with a Hybrid Stochastic Multiplier.
ACM J. Emerg. Technol. Comput. Syst.
Bingzhe Li, Yaobin Qin, Bo Yuan, David J. Lilja
2019 J jnl
Normalization and dropout for stochastic computing-based deep convolutional neural networks.
Integr.
Ji Li, Zihao Yuan, Zhe Li, Ao Ren, Caiwen Ding, Jeffrey Draper, Shahin Nazarian, Qinru Qiu, Bo Yuan, Yanzhi Wang
2019 J jnl
Reduced-Complexity Deep Neural Networks Design Using Multi-Level Compression.
IEEE Trans. Sustain. Comput.
Siyu Liao, Yi Xie, Xue Lin, Yanzhi Wang, Min Zhang, Bo Yuan
2019 Misc conf
Reduced-complexity Deep Neural Network-aided Channel Code Decoder: A Case Study for BCH Decoder.
ICASSP
Chunhua Deng, Siyu Liao, Bo Yuan
2019 — conf
Structured Neural Network with Low Complexity for MIMO Detection.
SiPS
Siyu Liao, Chunhua Deng, Lingjia Liu, Bo Yuan
2019 A* conf
TIE: energy-efficient tensor train-based inference engine for deep neural network.
ISCA
Chunhua Deng, Fangxuan Sun, Xuehai Qian, Jun Lin, Zhongfeng Wang, Bo Yuan
2019 A* conf
Universal Approximation Property and Equivalence of Stochastic Computing-Based Neural Networks and Binary Neural Networks.
AAAI
Yanzhi Wang, Zheng Zhan, Liang Zhao, Jian Tang, Siyue Wang, Jiayu Li, Bo Yuan, Wujie Wen, Xue Lin
2018 Misc conf
Area-efficient K-Nearest Neighbor Design using Stochastic Computing.
ACSSC
Yi Xie, Chunhua Deng, Siyu Liao, Bo Yuan
2018 A conf
C-LSTM: Enabling Efficient LSTM using Structured Compression Techniques on FPGAs.
FPGA
Shuo Wang, Zhe Li, Caiwen Ding, Bo Yuan, Qinru Qiu, Yanzhi Wang, Yun Liang
2018 J jnl
C-LSTM: Enabling Efficient LSTM using Structured Compression Techniques on FPGAs.
CoRR
Shuo Wang, Zhe Li, Caiwen Ding, Bo Yuan, Yanzhi Wang, Qinru Qiu, Yun Liang
2018 Misc conf
Efficient Reconfigurable Hardware Core for Convolutional Neural Networks.
ACSSC
Haonan Wang, Jun Lin, Yi Xie, Bo Yuan, Zhongfeng Wang
2018 J jnl
Introduction to the Special Issue on Signal Processing Systems.
J. Signal Process. Syst.
Bo Yuan, Manish Goel, Marilyn Claire Wolf, Sridhar Rajagopal, Joseph R. Cavallaro
2018 — conf
Large-scale short-term urban taxi demand forecasting using deep learning.
ASP-DAC
Siyu Liao, Liutong Zhou, Xuan Di, Bo Yuan, Jinjun Xiong
2018 J jnl
On the Universal Approximation Property and Equivalence of Stochastic Computing-based Neural Networks and Binary Neural Networks.
CoRR
Yanzhi Wang, Zheng Zhan, Jiayu Li, Jian Tang, Bo Yuan, Liang Zhao, Wujie Wen, Siyue Wang, Xue Lin
2018 A* conf
PermDNN: Efficient Compressed DNN Architecture with Permuted Diagonal Matrices.
MICRO
Chunhua Deng, Siyu Liao, Yi Xie, Keshab K. Parhi, Xuehai Qian, Bo Yuan
2018 — conf
Quantized neural networks with new stochastic multipliers.
ISQED
Bingzhe Li, M. Hassan Najafi, Bo Yuan, David J. Lilja
2018 — conf
Robust Tracking via Dual Constrained Filters.
CSPS (2)
Bo Yuan, Tingfa Xu, Bo Liu, Yu Bai, Ruoling Yang, Xueyuan Sun, Yiwen Chen
2018 J jnl
SGAD: Soft-Guided Adaptively-Dropped Neural Network.
CoRR
Zhisheng Wang, Fangxuan Sun, Jun Lin, Zhongfeng Wang, Bo Yuan
2018 — conf
Structured Weight Matrices-Based Hardware Accelerators in Deep Neural Networks: FPGAs and ASICs.
ACM Great Lakes Symposium on VLSI
Caiwen Ding, Ao Ren, Geng Yuan, Xiaolong Ma, Jiayu Li, Ning Liu, Bo Yuan, Yanzhi Wang
2018 J jnl
Structured Weight Matrices-Based Hardware Accelerators in Deep Neural Networks: FPGAs and ASICs.
CoRR
Caiwen Ding, Ao Ren, Geng Yuan, Xiaolong Ma, Jiayu Li, Ning Liu, Bo Yuan, Yanzhi Wang
2018 — conf
Towards Budget-Driven Hardware Optimization for Deep Convolutional Neural Networks Using Stochastic Computing.
ISVLSI
Zhe Li, Ji Li, Ao Ren, Caiwen Ding, Jeffrey Draper, Qinru Qiu, Bo Yuan, Yanzhi Wang
2018 J jnl
Towards Budget-Driven Hardware Optimization for Deep Convolutional Neural Networks using Stochastic Computing.
CoRR
Zhe Li, Ji Li, Ao Ren, Caiwen Ding, Jeffrey Draper, Qinru Qiu, Bo Yuan, Yanzhi Wang
2018 — conf
Towards Theoretical Cost Limit of Stochastic Number Generators for Stochastic Computing.
ISVLSI
Meng Yang, Bingzhe Li, David J. Lilja, Bo Yuan, Weikang Qian
2018 A* conf
Towards Ultra-High Performance and Energy Efficiency of Deep Learning Systems: An Algorithm-Hardware Co-Optimization Framework.
AAAI
Yanzhi Wang, Caiwen Ding, Zhe Li, Geng Yuan, Siyu Liao, Xiaolong Ma, Bo Yuan, Xuehai Qian, Jian Tang, Qinru Qiu, Xue Lin
2018 J jnl
Towards Ultra-High Performance and Energy Efficiency of Deep Learning Systems: An Algorithm-Hardware Co-Optimization Framework.
CoRR
Yanzhi Wang, Caiwen Ding, Zhe Li, Geng Yuan, Siyu Liao, Xiaolong Ma, Bo Yuan, Xuehai Qian, Jian Tang, Qinru Qiu, Xue Lin
2017 — conf
A Novel Nearest Feature Learning Classifier for Ship Target Detection in Optical Remote Sensing Images.
CSPS
Bo Huang, Tingfa Xu, Yuxin Luo, Sining Chen, Bo Liu, Bo Yuan
2017 J jnl
CirCNN: Accelerating and Compressing Deep Neural Networks Using Block-CirculantWeight Matrices.
CoRR
Caiwen Ding, Siyu Liao, Yanzhi Wang, Zhe Li, Ning Liu, Youwei Zhuo, Chao Wang, Xuehai Qian, Yu Bai, Geng Yuan, Xiaolong Ma, Yipeng Zhang, Jian Tang, Qinru Qiu, Xue Lin, Bo Yuan
2017 A* conf
CirCNN: accelerating and compressing deep neural networks using block-circulant weight matrices.
MICRO
Caiwen Ding, Siyu Liao, Yanzhi Wang, Zhe Li, Ning Liu, Youwei Zhuo, Chao Wang, Xuehai Qian, Yu Bai, Geng Yuan, Xiaolong Ma, Yipeng Zhang, Jian Tang, Qinru Qiu, Xue Lin, Bo Yuan
2017 — conf
Efficient fast convolution architecture based on stochastic computing.
WCSP
Runing Xu, Bo Yuan, Xiaohu You, Chuan Zhang
2017 A conf
Energy-efficient, high-performance, highly-compressed deep neural network design using block-circulant matrices.
ICCAD
Siyu Liao, Zhe Li, Xue Lin, Qinru Qiu, Yanzhi Wang, Bo Yuan
2017 J jnl
Fully-Parallel Area-Efficient Deep Neural Network Design Using Stochastic Computing.
IEEE Trans. Circuits Syst. II Express Briefs
Yi Xie, Siyu Liao, Bo Yuan, Yanzhi Wang, Zhongfeng Wang
2017 J jnl
LLR-Based Successive-Cancellation List Decoder for Polar Codes With Multibit Decision.
IEEE Trans. Circuits Syst. II Express Briefs
Bo Yuan, Keshab K. Parhi
2017 — conf
Memristor crossbar-based ultra-efficient next-generation baseband processors.
MWSCAS
Geng Yuan, Caiwen Ding, Ruizhe Cai, Xiaolong Ma, Ziyi Zhao, Ao Ren, Bo Yuan, Yanzhi Wang
2017 C conf
Neural Network Classifiers Using Stochastic Computing with a Hardware-Oriented Approximate Activation Function.
ICCD
Bingzhe Li, Yaobin Qin, Bo Yuan, David J. Lilja
2017 J jnl
Reliable PUF-Based Local Authentication With Self-Correction.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Yingjie Lao, Bo Yuan, Chris H. Kim, Keshab K. Parhi
2017 A* conf
SC-DCNN: Highly-Scalable Deep Convolutional Neural Network using Stochastic Computing.
ASPLOS
Ao Ren, Zhe Li, Caiwen Ding, Qinru Qiu, Yanzhi Wang, Ji Li, Xuehai Qian, Bo Yuan
2017 — conf
Softmax Regression Design for Stochastic Computing Based Deep Convolutional Neural Networks.
ACM Great Lakes Symposium on VLSI
Zihao Yuan, Ji Li, Zhe Li, Caiwen Ding, Ao Ren, Bo Yuan, Qinru Qiu, Jeffrey Draper, Yanzhi Wang
2017 A conf
Structural design optimization for deep convolutional neural networks using stochastic computing.
DATE
Zhe Li, Ao Ren, Ji Li, Qinru Qiu, Bo Yuan, Jeffrey Draper, Yanzhi Wang
2017 A* conf
Theoretical Properties for Neural Networks with Weight Matrices of Low Displacement Rank.
ICML
Liang Zhao, Siyu Liao, Yanzhi Wang, Zhe Li, Jian Tang, Bo Yuan
2017 J jnl
Theoretical Properties for Neural Networks with Weight Matrices of Low Displacement Rank.
CoRR
Liang Zhao, Siyu Liao, Yanzhi Wang, Jian Tang, Bo Yuan
2017 — conf
Towards acceleration of deep convolutional neural networks using stochastic computing.
ASP-DAC
Ji Li, Ao Ren, Zhe Li, Caiwen Ding, Bo Yuan, Qinru Qiu, Yanzhi Wang
2017 J jnl
VLSI Architectures for the Restricted Boltzmann Machine.
ACM J. Emerg. Technol. Comput. Syst.
Bo Yuan, Keshab K. Parhi
2016 — conf
A low-computation-complexity, energy-efficient, and high-performance linear program solver using memristor crossbars.
SoCC
Ruizhe Cai, Ao Ren, Yanzhi Wang, Sucheta Soundarajan, Qinru Qiu, Bo Yuan, Paul Bogdan
2016 — conf
Area-Efficient Error-Resilient Discrete Fourier Transformation Design using Stochastic Computing.
ACM Great Lakes Symposium on VLSI
Bo Yuan, Yanzhi Wang, Zhongfeng Wang
2016 J jnl
Area-Efficient Scaling-Free DFT/FFT Design Using Stochastic Computing.
IEEE Trans. Circuits Syst. II Express Briefs
Bo Yuan, Yanzhi Wang, Zhongfeng Wang
2016 C conf
Area-efficient scaling-free DFT/FFT design using stochastic computing.
ISCAS
Bo Yuan, Yanzhi Wang, Zhongfeng Wang
2016 C conf
Belief propagation decoding of polar codes using stochastic computing.
ISCAS
Bo Yuan, Keshab K. Parhi
2016 C conf
DSCNN: Hardware-oriented optimization for Stochastic Computing based Deep Convolutional Neural Networks.
ICCD
Zhe Li, Ao Ren, Ji Li, Qinru Qiu, Yanzhi Wang, Bo Yuan
2016 — conf
Design of high-speed low-power polar BP decoder using emerging technologies.
SoCC
Ao Ren, Bo Yuan, Yanzhi Wang
2016 Misc conf
Design space exploration for hardware-efficient stochastic computing: A case study on discrete cosine transformation.
ICASSP
Bo Yuan, Chuan Zhang, Zhongfeng Wang
2016 — conf
Designing reconfigurable large-scale deep learning systems using stochastic computing.
ICRC
Ao Ren, Zhe Li, Yanzhi Wang, Qinru Qiu, Bo Yuan
2016 — conf
High-Accuracy FIR Filter Design Using Stochastic Computing.
ISVLSI
Bo Yuan, Yanzhi Wang
2016 J jnl
LLR-based Successive-Cancellation List Decoder for Polar Codes with Multi-bit Decision.
CoRR
Bo Yuan, Keshab K. Parhi
2016 — conf
Memristor-Based Discrete Fourier Transform for Improving Performance and Energy Efficiency.
ISVLSI
Ruizhe Cai, Ao Ren, Yanzhi Wang, Bo Yuan
2016 J jnl
SC-DCNN: Highly-Scalable Deep Convolutional Neural Network using Stochastic Computing.
CoRR
Ao Ren, Ji Li, Zhe Li, Caiwen Ding, Xuehai Qian, Qinru Qiu, Bo Yuan, Yanzhi Wang
2016 — conf
Synthesis of Probability Theory Based on Molecular Computation.
SiPS
Ziyuan Shen, Chuan Zhang, Lulu Ge, Yuchen Zhuang, Bo Yuan, Xiaohu You
2015 J jnl
Low-Latency Successive-Cancellation List Decoders for Polar Codes With Multibit Decision.
IEEE Trans. Very Large Scale Integr. Syst.
Bo Yuan, Keshab K. Parhi
2015 — conf
Reduced-latency LLR-based SC List Decoder for Polar Codes.
ACM Great Lakes Symposium on VLSI
Bo Yuan, Keshab K. Parhi
2015 J jnl
Successive Cancellation Decoding of Polar Codes using Stochastic Computing.
CoRR
Bo Yuan, Keshab K. Parhi
2015 C conf
Successive cancellation decoding of polar codes using stochastic computing.
ISCAS
Bo Yuan, Keshab K. Parhi
2014 J jnl
Algorithm and Architecture for Hybrid Decoding of Polar Codes.
CoRR
Bo Yuan, Keshab K. Parhi
2014 Misc conf
Algorithm and architecture for hybrid decoding of polar codes.
ACSSC
Bo Yuan, Keshab K. Parhi
2014 C conf
Architectures for polar BP decoders using folding.
ISCAS
Bo Yuan, Keshab K. Parhi
2014 J jnl
Early Stopping Criteria for Energy-Efficient Low-Latency Belief-Propagation Polar Code Decoders.
IEEE Trans. Signal Process.
Bo Yuan, Keshab K. Parhi
2014 Misc conf
Efficient adaptive list successive cancellation decoder for polar codes.
ACSSC
Chuan Zhang, Zhongfeng Wang, Xiaohu You, Bo Yuan
2014 J jnl
Low-Latency Successive-Cancellation List Decoders for Polar Codes with Multi-bit Decision.
CoRR
Bo Yuan, Keshab K. Parhi
2014 J jnl
Low-Latency Successive-Cancellation Polar Decoder Architectures Using 2-Bit Decoding.
IEEE Trans. Circuits Syst. I Regul. Pap.
Bo Yuan, Keshab K. Parhi
2014 J jnl
Successive Cancellation List Polar Decoder using Log-likelihood Ratios.
CoRR
Bo Yuan, Keshab K. Parhi
2014 Misc conf
Successive cancellation list polar decoder using log-likelihood ratios.
ACSSC
Bo Yuan, Keshab K. Parhi
2013 Misc conf
Architecture optimizations for BP polar decoders.
ICASSP
Bo Yuan, Keshab K. Parhi
2012 — conf
Reduced-latency SC polar decoder architectures.
ICC
Chuan Zhang, Bo Yuan, Keshab K. Parhi
2012 J jnl
Unified Architecture for Reed-Solomon Decoder Combined With Burst-Error Correction.
IEEE Trans. Very Large Scale Integr. Syst.
Li Li, Bo Yuan, Zhongfeng Wang, Jin Sha, Hongbing Pan, Weishan Zheng
2011 J jnl
Low-Latency SC Decoder Architectures for Polar Codes
CoRR
Chuan Zhang, Bo Yuan, Keshab K. Parhi
2011 J jnl
Reduced-Latency SC Polar Decoder Architectures
CoRR
Chuan Zhang, Bo Yuan, Keshab K. Parhi
2009 C conf
Area-efficient Reed-Solomon Decoder Design for 10-100 Gb/s Applications.
ISCAS
Bo Yuan, Li Li, Jin Sha, Zhongfeng Wang
2009 J jnl
Area-efficient reed-solomon decoder design for optical communications.
IEEE Trans. Circuits Syst. II Express Briefs
Bo Yuan, Zhongfeng Wang, Li Li, Minglun Gao, Jin Sha, Chuan Zhang
2009 — conf
High-speed area-efficient versatile Reed-Solomon decoder design for multi-mode applications.
SiPS
Bo Yuan, Li Li, Zhongfeng Wang