| 2024 | SMC | MAML MOT: Multiple Object Tracking Based on Meta-Learning. | Jiayi Chen, Chunhua Deng |
| 2023 | INFOCOM | 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 |
| 2023 | ISCA | 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 |
| 2023 | SMC | Surpass Teacher: Enlightenment Structured Knowledge Distillation of Transformer. | Ran Yang, Chunhua Deng |
| 2022 | ICPR | Re-identification Loss in Combination Spaces for Multiple Object Tracking. | Guangming Bai, Chunhua Deng |
| 2021 | AAAI | Doubly Residual Neural Decoder: Towards Low-Complexity High-Performance Channel Decoding. | Siyu Liao, Chunhua Deng, Miao Yin, Bo Yuan |
| 2021 | ACSSC | VLSI Hardware Architecture of Stochastic Low-rank Tensor Decomposition. | Lingyi Huang, Chunhua Deng, Shahana Ibrahim, Xiao Fu, Bo Yuan |
| 2021 | ICCAD | 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 |
| 2021 | ISCA | GoSPA: An Energy-efficient High-performance Globally Optimized SParse Convolutional Neural Network Accelerator. | Chunhua Deng, Yang Sui, Siyu Liao, Xuehai Qian, Bo Yuan |
| 2021 | SMC | Semantic segmentation method of 3D liver image based on contextual attention model. | Sai Shao, Xiaolong Zhang, Ruoqin Chen, Chunhua Deng |
| 2020 | ACSSC | VLSI Hardware Architecture for Gaussian Process. | Chunhua Deng, Yongbin Gong, Feng Han, Siyu Liao, Jingang Yi, Bo Yuan |
| 2020 | ACSSC | Low-complexity Neural Network-based MIMO Detector using Permuted Diagonal Matrix. | Siyu Liao, Chunhua Deng, Yi Xie, Lingjia Liu, Bo Yuan |
| 2020 | HPCC | 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 |
| 2020 | ICASSP | Reduced-Complexity Singular Value Decomposition For Tucker Decomposition: Algorithm And Hardware. | Xiaofeng Hu, Chunhua Deng, Bo Yuan |
| 2019 | ICASSP | Reduced-complexity Deep Neural Network-aided Channel Code Decoder: A Case Study for BCH Decoder. | Chunhua Deng, Siyu Liao, Bo Yuan |
| 2019 | ICASSP | Compressing Deep Neural Networks Using Toeplitz Matrix: Algorithm Design and Fpga Implementation. | Siyu Liao, Ashkan Samiee, Chunhua Deng, Yu Bai, Bo Yuan |
| 2019 | ICCAD | High-performance Hardware Architecture for Tensor Singular Value Decomposition: Invited Paper. | Chunhua Deng, Miao Yin, Xiao-Yang Liu, Xiaodong Wang, Bo Yuan |
| 2019 | ICCAD | 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 |
| 2019 | ISCA | TIE: energy-efficient tensor train-based inference engine for deep neural network. | Chunhua Deng, Fangxuan Sun, Xuehai Qian, Jun Lin, Zhongfeng Wang, Bo Yuan |
| 2019 | IGARSS | Hierarchical Deep Feature Representation for High-Resolution Scene Classification. | Xiaoyong Bian, Chunfang Chen, Chunhua Deng, Ruiyao Liu, Qian Du |
| 2019 | MICCAI | Hardware Acceleration of Persistent Homology Computation. | Fan Wang, Chunhua Deng, Bo Yuan, Chao Chen |
| 2018 | ACSSC | Area-efficient K-Nearest Neighbor Design using Stochastic Computing. | Yi Xie, Chunhua Deng, Siyu Liao, Bo Yuan |
| 2018 | MICRO | PermDNN: Efficient Compressed DNN Architecture with Permuted Diagonal Matrices. | Chunhua Deng, Siyu Liao, Yi Xie, Keshab K. Parhi, Xuehai Qian, Bo Yuan |
| 2016 | SMC | Automatic segmentation of the left atrium from MR images via semantic information. | Chunhua Deng, Xiaolong Zhang |