Zhuwei Qin

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 28

Top Topics

Convolutional Neural Network

Mobile Applications

Visualization Methods

Image Recognition

Top Venues

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.

Publications

Kang Jun Bai, Hao Jiang, Zhuwei Qin, Clare Thiem
Temporal-encoded 6T-RRAM with Bidirectional Control for Future Neuromorphic Systems. ISQED (2024)
Zhenyu Lin, Philip Liang, Xiaorong Zhang, Zhuwei Qin
Toward Robust High-Density EMG Pattern Recognition using Generative Adversarial Network and Convolutional Neural Network. NER (2023)
Jimmy Lu, Philip Liang, Jin Chul Rhim, Xiaorong Zhang, Zhuwei Qin
EffiE: Efficient Convolutional Neural Network for Real-Time EMG Pattern Recognition System on Edge Devices. NER (2023)
Zhuwei Qin, Fuxun Yu, Zirui Xu, Chenchen Liu, Xiang Chen
CaptorX: A Class-Adaptive Convolutional Neural Network Reconfiguration Framework. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (3) (2022)
Weishan Zhang, Yue Wang, Fuxun Yu, Zhuwei Qin, Xiang Chen, Zhi Tian
Wideband Spectrum Sensing based on Collaborative Multi-Task Learning. ICC Workshops (2022)
Zirui Xu, Fuxun Yu, Zhuwei Qin, Chenchen Liu, Xiang Chen
DiReCtX: Dynamic Resource-Aware CNN Reconfiguration Framework for Real-Time Mobile Applications. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40 (2) (2021)
Fuxun Yu, Zhuwei Qin, Chenchen Liu, Di Wang, Xiang Chen
REIN the RobuTS: Robust DNN-Based Image Recognition in Autonomous Driving Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40 (6) (2021)
Fuxun Yu, Weishan Zhang, Zhuwei Qin, Zirui Xu, Di Wang, Chenchen Liu, Zhi Tian, Xiang Chen
Fed2: Feature-Aligned Federated Learning. KDD (2021)
Fuxun Yu, Weishan Zhang, Zhuwei Qin, Zirui Xu, Di Wang, Chenchen Liu, Zhi Tian, Xiang Chen
Fed2: Feature-Aligned Federated Learning. CoRR (2021)
Zhuwei Qin, Hao Jiang
Towards Context-aware Distributed Learning for CNN in Mobile Applications. SEC (2020)
Fuxun Yu, Zhuwei Qin, Di Wang, Ping Xu, Chenchen Liu, Zhi Tian, Xiang Chen
DC-CNN: Computational Flow Redefinition for Efficient CNN through Structural Decoupling. DATE (2020)
Xiang Chen, Zhuwei Qin
Exploring Decentralized Collaboration in Heterogeneous Edge Training. SEC (2020)
Fuxun Yu, Weishan Zhang, Zhuwei Qin, Zirui Xu, Di Wang, Chenchen Liu, Zhi Tian, Xiang Chen
Heterogeneous Federated Learning. CoRR (2020)
Chenchen Liu, Fuxun Yu, Zhuwei Qin, Xiang Chen
Enabling efficient ReRAM-based neural network computing via crossbar structure adaptive optimization. ISLPED (2020)
Zhuwei Qin, Fuxun Yu, Chenchen Liu, Xiang Chen
Functionality-Oriented Convolutional Filter Pruning. BMVC (2019)
Fuxun Yu, Zhuwei Qin, Chenchen Liu, Liang Zhao, Yanzhi Wang, Xiang Chen
Interpreting and Evaluating Neural Network Robustness. CoRR (2019)
Zhuwei Qin, Fuxun Yu, Xiang Chen
Task-adaptive incremental learning for intelligent edge devices. SEC (2019)
Zhuwei Qin, Fuxun Yu, Chenchen Liu, Xiang Chen
CAPTOR: a class adaptive filter pruning framework for convolutional neural networks in mobile applications. ASP-DAC (2019)
Zhuwei Qin, Fuxun Yu, Xiang Chen
Task-Adaptive Incremental Learning for Intelligent Edge Devices. CoRR (2019)
Fuxun Yu, Zhuwei Qin, Chenchen Liu, Liang Zhao, Yanzhi Wang, Xiang Chen
Interpreting and Evaluating Neural Network Robustness. IJCAI (2019)
Zhuwei Qin, Fuxun Yu, Chenchen Liu, Xiang Chen
How convolutional neural network see the world - A survey of convolutional neural network visualization methods. CoRR (2018)
Zhuwei Qin, Fuxun Yu, Chenchen Liu, Liang Zhao, Xiang Chen
Interpretable Convolutional Filter Pruning. CoRR (2018)
Fuxun Yu, Zhuwei Qin, Xiang Chen
Distilling Critical Paths in Convolutional Neural Networks. CoRR (2018)
Zhuwei Qin, Fuxun Yu, Chenchen Liu, Xiang Chen
Demystifying Neural Network Filter Pruning. CoRR (2018)
Zirui Xu, Zhuwei Qin, Fuxun Yu, Chenchen Liu, Xiang Chen
DiReCt: Resource-Aware Dynamic Model Reconfiguration for Convolutional Neural Network in Mobile Systems. ISLPED (2018)
Zhuwei Qin, Fuxun Yu, Chenchen Liu, Xiang Chen
How convolutional neural networks see the world - A survey of convolutional neural network visualization methods. Math. Found. Comput. 1 (2) (2018)
Zhuwei Qin, Zirui Xu, Qide Dong, Yiran Chen, Xiang Chen
VoCaM: Visualization oriented convolutional neural network acceleration on mobile system: Invited paper. ICCAD (2017)
Jiachen Mao, Zhuwei Qin, Zirui Xu, Kent W. Nixon, Xiang Chen, Hai Li, Yiran Chen
AdaLearner: An adaptive distributed mobile learning system for neural networks. ICCAD (2017)