| 2025 | ISCAS | STAPC: A Sparse Training Accelerator for Efficient On-Device DNN Learning via Position Constraints. | Miao Wang, Shengbing Zhang, Meng Zhang |
| 2024 | DATE | Resource-Efficient Heterogenous Federated Continual Learning on Edge. | Zhao Yang, Shengbing Zhang, Chuxi Li, Haoyang Wang, Meng Zhang |
| 2024 | ICCAD | OFT: An accelerator with eager gradient prediction for attention training. | Miao Wang, Shengbing Zhang, Sijia Wang, Zhao Yang, Meng Zhang |
| 2023 | ISCAS | SaGNN: a Sample-based GNN Training and Inference Hardware Accelerator. | Haoyang Wang, Shengbing Zhang, Kaijie Feng, Miao Wang, Zhao Yang |
| 2021 | ASPDAC | Hardware-Aware NAS Framework with Layer Adaptive Scheduling on Embedded System. | Chuxi Li, Xiaoya Fan, Shengbing Zhang, Zhao Yang, Miao Wang, Danghui Wang, Meng Zhang |
| 2021 | ICA3PP | SPACE: Sparsity Propagation Based DCNN Training Accelerator on Edge. | Miao Wang, Zhen Chen, Chuxi Li, Zhao Yang, Lei Li, Meng Zhang, Shengbing Zhang |
| 2021 | ISPA | Accuracy vs. Efficiency: Achieving both Through Hardware-Aware Quantization and Reconfigurable Architecture with Mixed Precision. | Libo Chang, Shengbing Zhang, Huimin Du, Shiyu Wang, Meikang Qiu, Jihe Wang |
| 2021 | ISPA | A Heterogeneous Stochastic Computing Multiplier for Universally Accurate and Energy-Efficient DNNs. | Jihe Wang, Hao Chen, Danghui Wang, Kuizhi Mei, Shengbing Zhang, Xiaoya Fan |
| 2021 | ISPA | Hardware architecture design of HEVC entropy decoding. | Shiyu Wang, Shengbing Zhang, Jihe Wang, Libo Chang, Liangyou Feng, Xiaoya Fan |
| 2020 | ICA3PP | Towards Energy Efficient Architecture for Spaceborne Neural Networks Computation. | Shiyu Wang, Shengbing Zhang, Jihe Wang, Xiaoping Huang |
| 2012 | ISCAS | Analog layout retargeting with geometric programming and constrains symbolization method. | Shaoxi Wang, Xiaoya Fan, Shengbing Zhang, Ming-e Jing |