Chunhua Deng

According to our database, Chunhua Deng authored at least 47 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Joint graph entropy knowledge distillation for point cloud classification and robustness against corruptions.

Zhiqiang Tian, Weigang Li, Junwei Hu, Chunhua Deng

Inf. Sci., November, 2023

Maximizing the number of completed tasks in MEC considering time and energy constraints.

Haijian Yu, Jing Liu, Chunhua Deng, Cen Chen, Keqin Li

Soft Comput., October, 2023

Surpass Teacher: Enlightenment Structured Knowledge Distillation of Transformer.

Ran Yang, Chunhua Deng

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

ETTE: Efficient Tensor-Train-based Computing Engine for Deep Neural Networks.

Yu Gong, Miao Yin, Lingyi Huang, Jinqi Xiao, Yang Sui, Chunhua Deng, Bo Yuan

Proceedings of the 50th Annual International Symposium on Computer Architecture, 2023

Bs-SpMM:Accelerate Sparse Matrix-Matrix Multiplication by Balanced Split Strategy on the GPU.

Mingfeng Guo, Yaobin Wang, Yajun Gu, Yufang Chen, Huan Liu, Huarong Chen, Dongxuan Han, Hengyang Xu, Chunhua Deng, Pingping Tang, Qi Huang

Proceedings of the IEEE INFOCOM 2023, 2023

2022

Algorithm and Hardware Co-Design of Energy-Efficient LSTM Networks for Video Recognition With Hierarchical Tucker Tensor Decomposition.

Yu Gong, Miao Yin, Lingyi Huang, Chunhua Deng, Bo Yuan

IEEE Trans. Computers, 2022

Knowledge distillation based on decision boundary instances generated by DBI-GAN.

Ziqi Zhu, Xi Liu, Chunhua Deng, Jing Liu, Jixin Zou

Neurocomputing, 2022

Algorithm and Hardware Co-Design of Energy-Efficient LSTM Networks for Video Recognition with Hierarchical Tucker Tensor Decomposition.

Yu Gong, Miao Yin, Lingyi Huang, Chunhua Deng, Yang Sui, Bo Yuan

CoRR, 2022

Re-identification Loss in Combination Spaces for Multiple Object Tracking.

Guangming Bai, Chunhua Deng

Proceedings of the 26th International Conference on Pattern Recognition, 2022

IMG-SMP: Algorithm and Hardware Co-Design for Real-time Energy-efficient Neural Motion Planning.

Lingyi Huang, Xiao Zang, Yu Gong, Chunhua Deng, Jingang Yi, Bo Yuan

Proceedings of the GLSVLSI '22: Great Lakes Symposium on VLSI 2022, Irvine CA USA, June 6, 2022

2021

PermCNN: Energy-Efficient Convolutional Neural Network Hardware Architecture With Permuted Diagonal Structure.

Chunhua Deng, Siyu Liao, Bo Yuan

IEEE Trans. Computers, 2021

Semantic segmentation method of 3D liver image based on contextual attention model.

Sai Shao, Xiaolong Zhang, Ruoqin Chen, Chunhua Deng

Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

GoSPA: An Energy-efficient High-performance Globally Optimized SParse Convolutional Neural Network Accelerator.

Chunhua Deng, Yang Sui, Siyu Liao, Xuehai Qian, Bo Yuan

Proceedings of the 48th ACM/IEEE Annual International Symposium on Computer Architecture, 2021

Dual-Channel Recalibration and Feature Fusion Method for Liver Image Classification.

Tingting Niu, Xiaolong Zhang, Chunhua Deng, Ruoqin Chen

Proceedings of the Intelligent Computing Theories and Application, 2021

Algorithm and Hardware Co-design for Deep Learning-powered Channel Decoder: A Case Study.

Boyang Zhang, Yang Sui, Lingyi Huang, Siyu Liao, Chunhua Deng, Bo Yuan

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2021

VLSI Hardware Architecture of Stochastic Low-rank Tensor Decomposition.

Lingyi Huang, Chunhua Deng, Shahana Ibrahim, Xiao Fu, Bo Yuan

Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

Doubly Residual Neural Decoder: Towards Low-Complexity High-Performance Channel Decoding.

Siyu Liao, Chunhua Deng, Miao Yin, Bo Yuan

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

A Novel and Adaptive Transient Fault-Tolerant Algorithm Considering Timing Constraint on Heterogeneous Systems.

Jing Liu, Ziqi Zhu, Chunhua Deng

IEEE Access, 2020

Behavior Recognition Based on Category Subspace in Crowded Videos.

Chunhua Deng, Xiaoge Kang, Ziqi Zhu, Shiqian Wu

IEEE Access, 2020

How Much Does Regularity Help FPGA Placement?

Hongxin Kong, Lang Feng, Chunhua Deng, Bo Yuan, Jiang Hu

Proceedings of the International Conference on Field-Programmable Technology, 2020

Reduced-Complexity Singular Value Decomposition For Tucker Decomposition: Algorithm And Hardware.

Xiaofeng Hu, Chunhua Deng, Bo Yuan

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

An Efficient Low Delay Task Scheduling Algorithm Based on Ant Colony System in Heterogeneous Environments.

Pei Yang, Jing Liu, Cen Chen, Yucheng Ding, Chunhua Deng, Zeng Zeng

Proceedings of the 22nd IEEE International Conference on High Performance Computing and Communications; 18th IEEE International Conference on Smart City; 6th IEEE International Conference on Data Science and Systems, 2020

Low-complexity Neural Network-based MIMO Detector using Permuted Diagonal Matrix.

Siyu Liao, Chunhua Deng, Yi Xie, Lingjia Liu, Bo Yuan

Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

VLSI Hardware Architecture for Gaussian Process.

Chunhua Deng, Yongbin Gong, Feng Han, Siyu Liao, Jingang Yi, Bo Yuan

Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2019

Multi-kernel Gaussian process latent variable regression model for high-dimensional sequential data modeling.

Ziqi Zhu, Jiayuan Zhang, Jixin Zou, Chunhua Deng

Neurocomputing, 2019

On the Symmetric Central Configurations for the Planar 1 + 4-Body Problem.

Chunhua Deng, Fengying Li, Shiqing Zhang

Complex., 2019

Adaptive Temporal Segmentation for Action Recognition.

Zhiyu Chen, Yangwei Gu, Chunhua Deng, Ziqi Zhu

Proceedings of the International Conference on Security, Pattern Analysis, and Cybernetics, 2019

Structured Neural Network with Low Complexity for MIMO Detection.

Siyu Liao, Chunhua Deng, Lingjia Liu, Bo Yuan

Proceedings of the 2019 IEEE International Workshop on Signal Processing Systems, 2019

Hardware Acceleration of Persistent Homology Computation.

Fan Wang, Chunhua Deng, Bo Yuan, Chao Chen

Proceedings of the Large-Scale Annotation of Biomedical Data and Expert Label Synthesis and Hardware Aware Learning for Medical Imaging and Computer Assisted Intervention, 2019

TIE: energy-efficient tensor train-based inference engine for deep neural network.

Chunhua Deng, Fangxuan Sun, Xuehai Qian, Jun Lin, Zhongfeng Wang, Bo Yuan

Proceedings of the 46th International Symposium on Computer Architecture, 2019

Hierarchical Deep Feature Representation for High-Resolution Scene Classification.

Xiaoyong Bian, Chunfang Chen, Chunhua Deng, Ruiyao Liu, Qian Du

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

HAML-SSD: A Hardware Accelerated Hotness-Aware Machine Learning based SSD Management.

Bingzhe Li, Chunhua Deng, Jinfeng Yang, David J. Lilja, Bo Yuan, David H. C. Du

Proceedings of the International Conference on Computer-Aided Design, 2019

High-performance Hardware Architecture for Tensor Singular Value Decomposition: Invited Paper.

Chunhua Deng, Miao Yin, Xiao-Yang Liu, Xiaodong Wang, Bo Yuan

Proceedings of the International Conference on Computer-Aided Design, 2019

Compressing Deep Neural Networks Using Toeplitz Matrix: Algorithm Design and Fpga Implementation.

Siyu Liao, Ashkan Samiee, Chunhua Deng, Yu Bai, Bo Yuan

Proceedings of the IEEE International Conference on Acoustics, 2019

Reduced-complexity Deep Neural Network-aided Channel Code Decoder: A Case Study for BCH Decoder.

Chunhua Deng, Siyu Liao, Bo Yuan

Proceedings of the IEEE International Conference on Acoustics, 2019

Blockchain-Based Privacy Protection Unified Identity Authentication.

Yue Zheng, Yarong Li, Zhen Wang, Chunhua Deng, Yili Luo, Yixin Li, Jianwei Ding

Proceedings of the 2019 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, 2019

Accountable Data Sharing Scheme Based on Blockchain and SGX.

Yili Luo, Jia Fan, Chunhua Deng, Yixin Li, Yue Zheng, Jianwei Ding

Proceedings of the 2019 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, 2019

An Extensible Consensus Algorithm Based on PBFT.

Yixin Li, Zhen Wang, Jia Fan, Yue Zheng, Yili Luo, Chunhua Deng, Jianwei Ding

Proceedings of the 2019 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, 2019

A Survey on Range Proof and Its Applications on Blockchain.

Chunhua Deng, Jia Fan, Zhen Wang, Yili Luo, Yue Zheng, Yixin Li, Jianwei Ding

Proceedings of the 2019 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, 2019

2018

Latent semantic factorization for multimedia representation learning.

Hong Zhang, Yu Huang, Xin Xu, Ziqi Zhu, Chunhua Deng

Multim. Tools Appl., 2018

PermDNN: Efficient Compressed DNN Architecture with Permuted Diagonal Matrices.

Chunhua Deng, Siyu Liao, Yi Xie, Keshab K. Parhi, Xuehai Qian, Bo Yuan

Proceedings of the 51st Annual IEEE/ACM International Symposium on Microarchitecture, 2018

Object Detection of NAO Robot Based on a Spectrum Model.

Laixin Xie, Chunhua Deng

Proceedings of the Intelligent Computing Methodologies - 14th International Conference, 2018

Dimensionality Deduction for Action Proposals: To Extract or to Select?

Jian Jiang, Haoyu Wang, Laixin Xie, Junwen Zhang, Chunhua Deng

Proceedings of the Intelligent Computing Methodologies - 14th International Conference, 2018

Area-efficient K-Nearest Neighbor Design using Stochastic Computing.

Yi Xie, Chunhua Deng, Siyu Liao, Bo Yuan

Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2016

Exploiting Attribute Dependency for Attribute Assignment in Crowded Scenes.

Chunhua Deng, Zhiguo Cao, Yang Xiao, Hao Lu, Ke Xian, Yin Chen

IEEE Signal Process. Lett., 2016

Automatic segmentation of the left atrium from MR images via semantic information.

Chunhua Deng, Xiaolong Zhang

Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

2015

Recognizing the formations of CVBG based on multiviewpoint context.

Chunhua Deng, Zhiguo Cao, Yang Xiao, Yin Chen, Zhiwen Fang, Ruicheng Yan

IEEE Trans. Aerosp. Electron. Syst., 2015