2019 ACM SIGPLAN Distinguished Paper Award on OOPLSA.
2017 USENIX Security Distinguished Paper Award.
2016 NDSS Distinguished Paper Award.
CSAW 2015 Best Applied Security Paper Award TOP-10 Finalists.
2015 College of Science Graduate Student Mentoring Award, Purdue University
2015 CCS Best Paper Award.
University Scholar, 2014-present, Purdue University
2014 USENIX Security Best Student Paper Award.
2013 ACM SIGSOFT Distinguished Paper Award and Best Paper Award in ASE.
2009 NSF Career Award.
2006 ACM SIGPLAN Dissertation Award.
2003 ICSE Distinguished Paper Award.
My research interest lies in program analysis, security, deep learning security, dependability and interpretability.
The following lists the main projects I currently have.
Deep learning model security, including defending against adversarial sample attacks and model hardening, from the interpretability perspective ([NDSS'19], [NIPS'18], [NDSS'18])
Deep learning model testing and debugging by analyzing model internals, addressing problems such as over-fitting, under-fitting, and sample biases from the program analysis prespective ([FSE'18], [FSE'17])
Data processing program (e.g., numerical programs) dependability ([CGO'19],[OOPSLA'15])
Probabilistic program analysis, especially analysis for native code without sources. These analyses feature using probabilistic graph models to deal with uncertainty ([ ICSE'18], [ FSE'18], [FSE'16])
Yonghwi Kwon (Assistant Professor at University of Virginia, co-advised with Dongyan Xu) Weihang Wang (Assistant Professor at SUNY Buffalo, co-advised with Patrick Eugster) Jianjun Huang (Assistant Professor at Renmin University, China) Brendan Saltaformmagio(Assistant Professor at Georgia Tech, Recipient of ACM SIGACT Distinguished Dissertation Award 2017), co-advised with Dongyan Xu) Kyu Hyung Lee
(Assistant Professor at University of Georgia, co-advisded with Dongyan Xu)
Chung Hwan Kim (NEC Labs, co-advised with Dongyan Xu)
Zhui Deng(Apple, co-advised with Dongyan Xu)
Tao Bao(Google) Yunhui Zheng(Research Staff at IBM T.J. Watson) William N. Sumner (Assistant Professor at Simon Fraser University, Canada) Vinai Sundaram (co-advised with Patrick Eugster, Co-Founder of SensorHound Innovations LLC )
Dasarath Weeratunge ( Intel Lab, co-advised with Suresh Jagannanthan) Zhiqiang Lin (co-advised with Dongyan Xu, Associate Professor at Ohio State University, NSF Career Awardee and Airforce Young Investigator Awardee)
Mingwu Zhang (co-advised with Prof. Prabhakar, Microsoft)
Bin Xin ( Google)