Intelligence Fusion Laboratory
Electrical and Computer Engineering | George Mason University
– Fuxun Yu attended the 32nd Conference on Neural Information Processing Systems, Workshop on Compact Deep Neural Networks with Industrial Applications (NeurIPS CDNNIA) 2018 at Montreal, Canada.
– Fuxun Yu presented two papers:
“Demystifying Neural Network Filter Pruning”,
“Distilling Critical Paths in Convolutional Neural Networks”.
– Two Papers are accepted by the 32nd Conference on Neural Information Processing Systems, Workshop on Compact Deep Neural Networks with Industrial Applications (NeurIPS CDNNIA) 2018.
“Demystifying Neural Network Filter Pruning”
“Distilling Critical Paths in Convolutional Neural Networks”
– Dr. Chen attended the NSF Internet of Things (IoT) Workshops hosted by Dr. Wolf (ICCAD) at San Diego CA.
– Dr. Chen presented the talk “Interpretation, Evaluation, and Enhancement of Neural Network Robustness”.
– Dr. Chen visited the headquarter of Microsoft with Dr. Yiran Chen and hosted by Dr. Jie Liu, the Partner Research Manager at Microsoft AI & Research.
– Dr. Chen attended the NSF CNS PI Meeting and the ACM/IEEE Symposium on Edge Computing (SEC) 2018 at Seattle WA.
– Dr. Chen presented the talk “DSecurity of Machine Learning in Mobile System”.
– Three Papers are accepted by the 24th Asia and South Pacific Design Automation Conference
(ASP-DAC) 2019.
“HAMPER: High-Performance Adaptive Mobile Security Enhancement against Malicious Speech and Image Recognition”
“REIN: A Robust Training Method for Enhancing Generalization Ability of Neural Networks in Autonomous Driving Systems”
“CAPTOR: A Class Adaptive Filter Pruning Framework for Convolutional Neural Networks in Mobile Applications”
– Dr. Chen attended the 24th Asia and South Pacific Design Automation Conference (ASP-DAC) 2019 at Seoul, South Korea.
– Dr. Chen attended the NSF CPS and Security Workshop at UNC Charlotte.
– Dr. Chen presented the talk “Security of Machine Learning in Mobile Systems”.
– Dr. Chen attended the 55th Design Automation Conference (DAC) 2018 at San Francisco, CA.
– Zirui presented the poster “DiReCt: Resource-Aware Dynamic Model Reconfiguration for Convolutional Neural Network in Mobile Systems”;
– Fuxun presented the poster “ASP:A Fast Adversarial Attack Example Generation Framework based on Adversarial Saliency Prediction”.
– Dr. Chen, attended the Second Association of Chinese Scholars in Computing (ACSIC) Symposium on Frontiers in Computing (SOFC DAC) 2018 at Dallas TX.
