Chunhua Deng

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 49

Top Topics

Latent Semantic

Singular Value Decomposition

Hardware Architecture

Top Venues

Publications

Jiayi Chen, Chunhua Deng
MAML MOT: Multiple Object Tracking based on Meta-Learning. CoRR (2024)
Mingfeng Guo, Yaobin Wang, Yajun Gu, Yufang Chen, Huan Liu, Huarong Chen, Dongxuan Han, Hengyang Xu, Chunhua Deng, Pingping Tang, Qi Huang
Bs-SpMM:Accelerate Sparse Matrix-Matrix Multiplication by Balanced Split Strategy on the GPU. INFOCOM Workshops (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)
Zhiqiang Tian, Weigang Li, Junwei Hu, Chunhua Deng
Joint graph entropy knowledge distillation for point cloud classification and robustness against corruptions. Inf. Sci. 648 (2023)
Ran Yang, Chunhua Deng
Surpass Teacher: Enlightenment Structured Knowledge Distillation of Transformer. SMC (2023)
Haijian Yu, Jing Liu, Chunhua Deng, Cen Chen, Keqin Li
Maximizing the number of completed tasks in MEC considering time and energy constraints. Soft Comput. 27 (20) (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)
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)
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)
Ziqi Zhu, Xi Liu, Chunhua Deng, Jing Liu, Jixin Zou
Knowledge distillation based on decision boundary instances generated by DBI-GAN. Neurocomputing 487 (2022)
Guangming Bai, Chunhua Deng
Re-identification Loss in Combination Spaces for Multiple Object Tracking. ICPR (2022)
Lingyi Huang, Chunhua Deng, Shahana Ibrahim, Xiao Fu, Bo Yuan
VLSI Hardware Architecture of Stochastic Low-rank Tensor Decomposition. ACSCC (2021)
Sai Shao, Xiaolong Zhang, Ruoqin Chen, Chunhua Deng
Semantic segmentation method of 3D liver image based on contextual attention model. SMC (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)
Siyu Liao, Chunhua Deng, Miao Yin, Bo Yuan
Doubly Residual Neural Decoder: Towards Low-Complexity High-Performance Channel Decoding. CoRR (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)
Siyu Liao, Chunhua Deng, Miao Yin, Bo Yuan
Doubly Residual Neural Decoder: Towards Low-Complexity High-Performance Channel Decoding. AAAI (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)
Tingting Niu, Xiaolong Zhang, Chunhua Deng, Ruoqin Chen
Dual-Channel Recalibration and Feature Fusion Method for Liver Image Classification. ICIC (2) (2021)
Chunhua Deng, Yongbin Gong, Feng Han, Siyu Liao, Jingang Yi, Bo Yuan
VLSI Hardware Architecture for Gaussian Process. ACSSC (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)
Chunhua Deng, Siyu Liao, Yi Xie, Keshab K. Parhi, Xuehai Qian, Bo Yuan
PERMDNN: Efficient Compressed DNN Architecture with Permuted Diagonal Matrices. CoRR (2020)
Chunhua Deng, Xiaoge Kang, Ziqi Zhu, Shiqian Wu
Behavior Recognition Based on Category Subspace in Crowded Videos. IEEE Access 8 (2020)
Pei Yang, Jing Liu, Cen Chen, Yucheng Ding, Chunhua Deng, Zeng Zeng
An Efficient Low Delay Task Scheduling Algorithm Based on Ant Colony System in Heterogeneous Environments. HPCC/DSS/SmartCity (2020)
Xiaofeng Hu, Chunhua Deng, Bo Yuan
Reduced-Complexity Singular Value Decomposition For Tucker Decomposition: Algorithm And Hardware. ICASSP (2020)
Jing Liu, Ziqi Zhu, Chunhua Deng
A Novel and Adaptive Transient Fault-Tolerant Algorithm Considering Timing Constraint on Heterogeneous Systems. IEEE Access 8 (2020)
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)
Yixin Li, Zhen Wang, Jia Fan, Yue Zheng, Yili Luo, Chunhua Deng, Jianwei Ding
An Extensible Consensus Algorithm Based on PBFT. CyberC (2019)
Ziqi Zhu, Jiayuan Zhang, Jixin Zou, Chunhua Deng
Multi-kernel Gaussian process latent variable regression model for high-dimensional sequential data modeling. Neurocomputing 348 (2019)
Zhiyu Chen, Yangwei Gu, Chunhua Deng, Ziqi Zhu
Adaptive Temporal Segmentation for Action Recognition. SPAC (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)
Chunhua Deng, Fengying Li, Shiqing Zhang
On the Symmetric Central Configurations for the Planar 1 + 4-Body Problem. Complex. 2019 (2019)
Yili Luo, Jia Fan, Chunhua Deng, Yixin Li, Yue Zheng, Jianwei Ding
Accountable Data Sharing Scheme Based on Blockchain and SGX. CyberC (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)
Yue Zheng, Yarong Li, Zhen Wang, Chunhua Deng, Yili Luo, Yixin Li, Jianwei Ding
Blockchain-Based Privacy Protection Unified Identity Authentication. CyberC (2019)
Xiaoyong Bian, Chunfang Chen, Chunhua Deng, Ruiyao Liu, Qian Du
Hierarchical Deep Feature Representation for High-Resolution Scene Classification. IGARSS (2019)
Fan Wang, Chunhua Deng, Bo Yuan, Chao Chen
Hardware Acceleration of Persistent Homology Computation. LABELS/HAL-MICCAI/CuRIOUS@MICCAI (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)
Chunhua Deng, Jia Fan, Zhen Wang, Yili Luo, Yue Zheng, Yixin Li, Jianwei Ding
A Survey on Range Proof and Its Applications on Blockchain. CyberC (2019)
Jian Jiang, Haoyu Wang, Laixin Xie, Junwen Zhang, Chunhua Deng
Dimensionality Deduction for Action Proposals: To Extract or to Select? ICIC (3) (2018)
Chunhua Deng, Siyu Liao, Yi Xie, Keshab K. Parhi, Xuehai Qian, Bo Yuan
PermDNN: Efficient Compressed DNN Architecture with Permuted Diagonal Matrices. MICRO (2018)
Hong Zhang, Yu Huang, Xin Xu, Ziqi Zhu, Chunhua Deng
Latent semantic factorization for multimedia representation learning. Multim. Tools Appl. 77 (3) (2018)
Laixin Xie, Chunhua Deng
Object Detection of NAO Robot Based on a Spectrum Model. ICIC (3) (2018)
Yi Xie, Chunhua Deng, Siyu Liao, Bo Yuan
Area-efficient K-Nearest Neighbor Design using Stochastic Computing. ACSSC (2018)
Chunhua Deng, Xiaolong Zhang
Automatic segmentation of the left atrium from MR images via semantic information. SMC (2016)
Chunhua Deng, Zhiguo Cao, Yang Xiao, Hao Lu, Ke Xian, Yin Chen
Exploiting Attribute Dependency for Attribute Assignment in Crowded Scenes. IEEE Signal Process. Lett. 23 (10) (2016)
Chunhua Deng, Zhiguo Cao, Yang Xiao, Yin Chen, Zhiwen Fang, Ruicheng Yan
Recognizing the formations of CVBG based on multiviewpoint context. IEEE Trans. Aerosp. Electron. Syst. 51 (3) (2015)