| 2025 | BSN | EdgeEMG: On-Device Neural Network Training for Real-Time EMG Pattern Recognition. | Jiahua Tang, Philip Liang, Zhuwei Qin |
| 2021 | KDD | Fed2: Feature-Aligned Federated Learning. | Fuxun Yu, Weishan Zhang, Zhuwei Qin, Zirui Xu, Di Wang, Chenchen Liu, Zhi Tian, Xiang Chen |
| 2020 | DATE | DC-CNN: Computational Flow Redefinition for Efficient CNN through Structural Decoupling. | Fuxun Yu, Zhuwei Qin, Di Wang, Ping Xu, Chenchen Liu, Zhi Tian, Xiang Chen |
| 2020 | ISLPED | Enabling efficient ReRAM-based neural network computing via crossbar structure adaptive optimization. | Chenchen Liu, Fuxun Yu, Zhuwei Qin, Xiang Chen |
| 2019 | ASPDAC | CAPTOR: a class adaptive filter pruning framework for convolutional neural networks in mobile applications. | Zhuwei Qin, Fuxun Yu, Chenchen Liu, Xiang Chen |
| 2019 | BMVC | Functionality-Oriented Convolutional Filter Pruning. | Zhuwei Qin, Fuxun Yu, Chenchen Liu, Xiang Chen |
| 2019 | IJCAI | Interpreting and Evaluating Neural Network Robustness. | Fuxun Yu, Zhuwei Qin, Chenchen Liu, Liang Zhao, Yanzhi Wang, Xiang Chen |
| 2018 | ISLPED | DiReCt: Resource-Aware Dynamic Model Reconfiguration for Convolutional Neural Network in Mobile Systems. | Zirui Xu, Zhuwei Qin, Fuxun Yu, Chenchen Liu, Xiang Chen |
| 2017 | ICCAD | AdaLearner: An adaptive distributed mobile learning system for neural networks. | Jiachen Mao, Zhuwei Qin, Zirui Xu, Kent W. Nixon, Xiang Chen, Hai Li, Yiran Chen |
| 2017 | ICCAD | VoCaM: Visualization oriented convolutional neural network acceleration on mobile system: Invited paper. | Zhuwei Qin, Zirui Xu, Qide Dong, Yiran Chen, Xiang Chen |