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Dr. Xue (Shelley) Lin

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Assistant Professor
Department of Electrical and Computer Engineering
College of Engineering

Khoury College of Computer Science (Courtesy Appointment)
Northeastern University

320 Dana
360 Huntington Ave
Boston MA 02115
Phone: 617-373-4030
Email: xue.lin@northeastern.edu


Biography:

Dr. Xue (Shelley) Lin is an assistant professor in the Department of Electrical and Computer Engineering at Northeastern University since 2017. She received her bachelor’s degree in Microelectronics from Tsinghua University, China and her PhD degree from the Department of Electrical Engineering at University of Southern California in 2016. Her research interests include deep learning security and hardware acceleration, machine learning and computing in cyber-physical systems, high-performance and mobile cloud computing systems, and VLSI. Her research work has been recognized by several NSF awards and supported by Air Force Research Lab and Office of Naval Research. She got the best paper award at ISVLSI 2014 and the top paper award at CLOUD 2014.


News:

2020/2/27: I gave a talk “Towards robust and efficient deep learning systems” at the Civil & Environmental Engineering Department of the University of Massachusetts Lowell.

2020/2/27: Our collaborative work with University of California Irvine on “Security of Deep Learning based Lane Keeping Assistance Systems under Physical-World Adversarial Attack” received the Best Technical Poster Award at Network and Distributed System Security Symposium (NDSS) 2020.

2020/2/10: Mengshu and Pu’s paper was accepted by DAC 2020.

2020/2/10: Siyue and Zhengang’s paper was accepted by DAC 2020.

2020/1/24: Kaidi and Mengshu’s paper was accepted by ICASSP 2020.

2020/1/24: Siyue’s paper was accepted by ICASSP 2020.

2019/12/29: Kaidi will work as an intern at IBM Research AI at Cambridge, MA in Spring 2020.

2019/12/19: Pu’s paper was accepted by ICLR2020.

2019/12/2: Our work on adversarial T-shirt was reported by Communications of the ACM.

2019/11/25: Our work on adversarial T-shirt was reported by Quartz.

2019/11/25: Our work on adversarial T-shirt was reported by Boston Globe.

2019/11/14: Our work on adversarial T-shirt was reported by News@Northeastern.

2019/11/10: Pu’s two papers were accepted by AAAI2020.

2019/11/4: Our work on adversarial T-shirt was reported by The Register.

2019/10/29: Our work on adversarial T-shirt was reported by VentureBeat.

2019/9/13: I received an NSF CPS Small award as the lead PI, together with Prof. Alfred Chen at University of California, Irvine.

2019/9/3: Kaidi’s paper was accepted by NeurIPS2019.

2019/7/22: Pu and Kaidi’s paper was accepted by ICCV2019.

2019/7/22: Kaidi’s paper was accepted by ICCV2019.

2019/7/10: I received an NSF SaTC Medium award as the Co-PI, together with PI Prof. Yunsi Fei in our department and Co-PI Prof. Thomas Wahl from Khoury College of Computer Sciences.

2019/5/31: I received an NSF Core Medium award as the PI, together with Co-PI Prof. Miriam Leeser in our department and Prof. Massoud Pedram at University of Southern California.

2019/5/30: Siyue’s paper was accepted by AdvML@KDD’19.

2019/5/30: Our intern Hao’s paper was accepted by AdvML@KDD’19.

2019/5/10: Kaidi’s paper was accepted by IJCAI 2019.

2019/5/10: Siyue’s paper was accepted by IJCAI 2019.

2019/4/20: Siyue will work as an intern at the System Technology Lab in Adobe Research in Summer 2019.

2019/4/20: Kaidi will work as an intern at Lawrence Livermore National Lab  in Summer 2019.

2019/2/18: Mengshu and Pu’s paper was accepted by GLSVLSI 2019.

2019/2/1: Pu and Siyue’s paper was accepted by DAC 2019.

2018/12/21: Kaidi and Pu’s paper was accepted by ICLR 2019.

2018/12/20: Pu will work as an intern at IBM Thomas J. Watson Research Center in Spring 2019.

2018/11/5: Pu’s paper was invited for a presentation at ASP-DAC 2019.

2018/10/20: Pu’s paper was accepted by IEEE GlobalSIP 2018.

2018/10/20: Siyue’s paper was accepted by IEEE GlobalSIP 2018.

2018/7/1: Pu’s paper was accepted by ACM Multimedia 2018.

2018/6/26: Siyue’s paper was accepted by ICCAD2018.

2018/1/5: Mengshu’s paper was accepted by PLOS ONE.

2017/10/16: Pu’s paper was accepted by IET Cyber-Physical Systems.

2017/9/14: I received an NSF AitF award as the PI, together with Co-PI Prof. David Kaeli in our department.

2017/9/11: Pu’s paper was accepted by ASP-DAC 2018.


Acknowledgement of Supports: