09/2018 Yanzhi gave an invited presentation about energy-efficient deep learning systems at University of Southern California.
08/2018 Yanzhi will serve as Program Committee member at International Conference on Reconfigurable Computing and FPGAs (ReConFig 2018).
08/2018 Yanzhi will give an invited presentation on ADMM-based DNN model compression and efficient implementation in the HALO workshop co-located with ICCAD 2018.
07/2018 The Phase I I/UCRC Center: Center for Alternative Sustainable and Intelligent Computing (ASIC) has been recommended by NSF. Thanks NSF!
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 Yanzhi will work as an unpaid research assistant professor starting from Aug. 2018 at Syracuse University.
06/2018 Two papers on Defensive Dropbox for DNNs and Superconducting Josephson Junctions (special paper) accepted in ICCAD 2018.
06/2018 Yanzhi will attend and serve as session chair at Design Automation Conference (DAC) and SLIP at San Francisco.
06/2018 Journal paper HEIF on high efficiency inference framework of deep learning accepted in IEEE Trans. on CAD.
06/2018 Yanzhi attended the Second ACSIC Symposium on Frontiers in Computing (SOFC) and presented a poster on ADMM-based model compression for deep learning, Dallas.
06/2018 Yanzhi attended the 1st Forum on Frontiers of Science & Engineering: Everything towards AI at Seattle.
05/2018 Collaborative work on stochastic computing-based deep learning accepted in IEEE Trans. Computers.
04/2018 One collaborative paper on recommendation systems using deep learning accepted in ICPR, 2018.
04/2018 Yanzhi has participated in a CUSE Grant on “Quantum Information, Emerging Technologies and Fundamental Physics”.
04/2018 Yanzhi will serve as TPC member in ACM/IEEE International Conference on Computer Aided Design (ICCAD), 2018.
03/2018 Two papers on systematic weight pruning and block-circulant recurrent neural networks accepted by ICLR workshop 2018.
03/2018 Yanzhi gives a presentation on energy efficient deep learning systems at Tsinghua University.
03/2018 Yanzhi gives a presentation on energy efficient deep learning systems at Yokohama National University, Japan.
03/2018 One collaborative paper on stochastic computing-based deep learning systems have been accepted in IEEE Trans. on Computers, 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.
02/2018 Invited papers on deep reinforcement learning applications and memristor crossbar applications have been accepted by Elsevier Journal on Nano Communications, 2018.