– Dr. Chen was invited to the school seminar at the University of the District of Columbia, Washington D.C.
– Dr. Chen gave the talk “The Software and Hardware Approaches for Deep Learning Security Enhancement”.
Year: 2019
ACM/IEEE Symposium on Edge Computing (SEC 2019)
– Dr. Chen served as the local chair and poster session chair for the 4th ACM/IEEE Symposium on Edge Computing (SEC) 2019 at Arlington, VA.

Two Papers are Accepted by the 23rd International Conference on Design Automation and Test in Europe (DATE 2020)
– Three Papers are accepted by the 23rd International Conference on Design Automation and Test in Europe (DATE) 2020.
“AntiDOte: Attention-based Dynamic Optimization for Neural Network Runtime Efficiency”
“DCCNN: Computational Flow Redefinition for Efficient CNN Inference through Model Structural Decoupling”

One Paper is Accepted by the 4th ACM/IEEE Symposium on Edge Computing (SEC 2019)
– One Paper is accepted by the 5th ACM/IEEE Symposium on Edge Computing (SEC) 2019.
“Task-Adaptive Incremental Learning for Intelligent Edge Devices”

IBM IEEE CAS/EDS – AI Compute Symposium “From Brain to Brainstorming for AI”
– Dr. Chen attended the 3rd IBM/IEEE/CAS/EDS – AI Compute Symposium “From Brain to Brainstorming for AI” (IBM-AICS) 2019 at Yorktown Heights, NY.
– Dr. Chen presented the poster “LanCe: A Comprehensive and Lightweight CNN Defense Methodology against Physical Adversarial Attacks on Embedded Multimedia Applications”.

Conference at Thomas J. Watson Research Center
Dr. Tei-Wei Kuo’s Visiting to IF-Lab
– Dr. Tei-Wei Kuo from the Hongkong City University visited the IF-Lab for research discussion.

Dr. Wujie Wen
Visiting Duke University, Durham, NC
– The whole lab visited the Department of Computer Science of Duke University, Durham NC, hosted Dr. Yiran Chen.

One Paper is Accepted by the 28th ACM International Conference on Information and Knowledge Management (CIKM 2019)
– One Papers is accepted by the 28th ACM International Conference on Information and Knowledge Management (CIKM) 2019.
“Multi-stage Deep Classifier Cascades for Open World Recognition”

International Joint Conference on Artificial Intelligence (IJCAI)
– Dr. Chen attended the 28th International Joint Conference on Artificial Intelligence (IJCAI) (DAC) 2019 at Macao, China.
– Dr. Chen presented the paper “Interpreting and Evaluating Neural Network Robustness”.
IJCAI at The Venetian Macao
Dr. Chen Presenting the Paper
One Paper is Accepted by the 30th British Machine Vision Conference (BMVC 2019)
– One Papers is accepted by the 30th British Machine Vision Conference (BMVC) 2019.
“Functionality-Oriented Convolutional Filter Pruning”
