07/2018 The paper “A memristor-based optimization framework for AI applications” receives Popular Paper in IEEE Circuits and Systems Magazine.
07/2018 One paper on ADMM-based weight pruning for DNNs accepted in ECCV 2018, with 20x+ weight pruning ratio for ImageNet applications.
06/2018 Two papers on Defensive Dropbox for DNNs and Superconducting Josephson Junctions (special paper) accepted in ICCAD 2018.
04/2018 One collaborative paper on recommendation systems using deep learning accepted in ICPR, 2018.
03/2018 Two papers on systematic weight pruning and block-circulant recurrent neural networks accepted by ICLR workshop 2018.
02/2018 One paper on UAV Trajectory Control using Deep Reinforcement Learning is accepted by 2018 DAC Work-in-Progress Poster sessions.
02/2018 One paper on JPEG-based defense mechanism against adversarial example attacks in deep learning systems has been accepted by DAC 2018.
01/2018 One paper on model-free control for distributed stream data processing using deep reinforcement learning is accepted by VLDB 2018.
11/2017 One paper receives Best Paper Nomination at ISQED. Congratulations to Xiaolong, Geng, Yipeng, and Ao!
11/2017 One paper on hybrid energy storage for cloud computing systems is conditionally accepted by PLOS-One.
05/2017 One paper is accepted as oral presentation by International Conference on Machine Learning (ICML).