AdaLearner: An adaptive distributed mobile learning system for neural networks. - Jiachen Mao; Zhuwei Qin; Zirui Xu; Kent W. Nixon; Xiang Chen 010; Hai Li 001; Yiran Chen 001 (ICCAD, 2017)

VoCaM: Visualization oriented convolutional neural network acceleration on mobile system: Invited paper. - Zhuwei Qin; Zirui Xu; Qide Dong; Yiran Chen 001; Xiang Chen 010 (ICCAD, 2017)

DiReCt: Resource-Aware Dynamic Model Reconfiguration for Convolutional Neural Network in Mobile Systems. - Zirui Xu; Zhuwei Qin; Fuxun Yu; Chenchen Liu; Xiang Chen 010 (ISLPED, 2018)

How convolutional neural network see the world - A survey of convolutional neural network visualization methods. - Zhuwei Qin; Fuxun Yu; Chenchen Liu; Xiang Chen 010 (CoRR, 2018)

Interpretable Convolutional Filter Pruning. - Zhuwei Qin; Fuxun Yu; Chenchen Liu; Liang Zhao 002; Xiang Chen 010 (CoRR, 2018)

Demystifying Neural Network Filter Pruning. - Zhuwei Qin; Fuxun Yu; Chenchen Liu; Xiang Chen 010 (CoRR, 2018)

Distilling Critical Paths in Convolutional Neural Networks. - Fuxun Yu; Zhuwei Qin; Xiang Chen 010 (CoRR, 2018)

How convolutional neural networks see the world - A survey of convolutional neural network visualization methods. - Zhuwei Qin; Fuxun Yu; Chenchen Liu; Xiang Chen 010 (Math. Found. Comput., 2018)

CAPTOR: a class adaptive filter pruning framework for convolutional neural networks in mobile applications. - Zhuwei Qin; Fuxun Yu; Chenchen Liu; Xiang Chen 010 (ASP-DAC, 2019)

Functionality-Oriented Convolutional Filter Pruning. - Zhuwei Qin; Fuxun Yu; Chenchen Liu; Xiang Chen 010 (BMVC, 2019)

Task-adaptive incremental learning for intelligent edge devices. - Zhuwei Qin; Fuxun Yu; Xiang Chen 010 (SEC, 2019)

Interpreting and Evaluating Neural Network Robustness. - Fuxun Yu; Zhuwei Qin; Chenchen Liu; Liang Zhao 002; Yanzhi Wang; Xiang Chen 010 (IJCAI, 2019)

DC-CNN: Computational Flow Redefinition for Efficient CNN through Structural Decoupling. - Fuxun Yu; Zhuwei Qin; Di Wang 003; Ping Xu; Chenchen Liu; Zhi Tian; Xiang Chen 010 (DATE, 2020)

Exploring Decentralized Collaboration in Heterogeneous Edge Training. - Xiang Chen 010; Zhuwei Qin (SEC, 2020)

Towards Context-aware Distributed Learning for CNN in Mobile Applications. - Zhuwei Qin; Hao Jiang 014 (SEC, 2020)

Enabling efficient ReRAM-based neural network computing via crossbar structure adaptive optimization. - Chenchen Liu; Fuxun Yu; Zhuwei Qin; Xiang Chen 010 (ISLPED, 2020)

Heterogeneous Federated Learning. - Fuxun Yu; Weishan Zhang; Zhuwei Qin; Zirui Xu; Di Wang 003; Chenchen Liu; Zhi Tian; Xiang Chen 010 (CoRR, 2020)

Fed2: Feature-Aligned Federated Learning. - Fuxun Yu; Weishan Zhang; Zhuwei Qin; Zirui Xu; Di Wang 003; Chenchen Liu; Zhi Tian; Xiang Chen 010 (KDD, 2021)

DiReCtX: Dynamic Resource-Aware CNN Reconfiguration Framework for Real-Time Mobile Applications. - Zirui Xu; Fuxun Yu; Zhuwei Qin; Chenchen Liu; Xiang Chen 010 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021)

REIN the RobuTS: Robust DNN-Based Image Recognition in Autonomous Driving Systems. - Fuxun Yu; Zhuwei Qin; Chenchen Liu; Di Wang 003; Xiang Chen 010 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021)

Wideband Spectrum Sensing based on Collaborative Multi-Task Learning. - Weishan Zhang; Yue Wang 019; Fuxun Yu; Zhuwei Qin; Xiang Chen 010; Zhi Tian (ICC Workshops, 2022)

CaptorX: A Class-Adaptive Convolutional Neural Network Reconfiguration Framework. - Zhuwei Qin; Fuxun Yu; Zirui Xu; Chenchen Liu; Xiang Chen 010 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

Toward Robust High-Density EMG Pattern Recognition using Generative Adversarial Network and Convolutional Neural Network. - Zhenyu Lin; Philip Liang; Xiaorong Zhang; Zhuwei Qin (NER, 2023)

EffiE: Efficient Convolutional Neural Network for Real-Time EMG Pattern Recognition System on Edge Devices. - Jimmy Lu; Philip Liang; Jin Chul Rhim; Xiaorong Zhang; Zhuwei Qin (NER, 2023)

mMyoHMI: Real-Time EMG-Based Pattern Recognition with On-Device Learning Adaptation. - Junyu Lu; Amir Modan; Zhenyu Lin; Charmayne Mary Lee Hughes; Xiaorong Zhang; Zhuwei Qin (BioRob, 2024)

DRome: A Deep Learning-Based Mobile Vision System for Real-Time Range of Motion Evaluation. - Ankita Mukherjee; Helena Alvarez; Xiaorong Zhang; Zhuwei Qin; Charmayne Mary Lee Hughes (BioRob, 2024)

Temporal-encoded 6T-RRAM with Bidirectional Control for Future Neuromorphic Systems. - Kang Jun Bai; Hao Jiang 014; Zhuwei Qin; Clare Thiem (ISQED, 2024)

Development of a Soft, Spring-Like Finger Tendon Exo-Glove Design with a Four-Output Cable-Driven Linear Servomechanism. - Lauren Gan; Oscar Vazquez; Nicholas Dalton; Zhuwei Qin; Xiaorong Zhang; David Quintero (ICORR, 2025)

IRS Assisted Decentralized Learning for Wideband Spectrum Sensing. - Sicheng Liu; Qun Wang; Zhuwei Qin; Weishan Zhang; Jingyi Wang; Xiang Ma (CoRR, 2025)