Xie Xiaofei

Qualification

• PhD, Tianjin University, 2018

Teaching Topics

• Enterprise Solution Development

Companies

• Assistant Professor Singapore Management University (2022)
• Research Fellow Nanyang Technological University Singapore (2018 — 2021)

Awards and Honors

• ACM SIGSOFT Distinguished Paper Award, 2022
• 3rd place in AI Singapore’s Trusted Media Challenge, 2022
• CCF Outstanding Doctoral Dissertation Award, 2019
• The award is highly competitive. In each year, China Computer Federation (CCF) only selects less than 10 dissertations, which achieved important results in basic theory or applications, from all dissertations in computer science and technology and related fields in China.
• ACM Tianjin Doctoral Dissertation Award, 2019
• APSEC Best Paper Award, 2020
• ACM SIGSOFT Distinguished Paper Award, ASE 2019
• ACM SIGSOFT CAPS Travel Funds, ASE 2019
• Wallenberg-NTU Presidential Postdoctoral Fellowship（5/479), 2019
• The Presidential Postdoctoral Fellowship is intended to provide a pathway to an academic appointment as an assistant professor in NTU or another international postdoctoral assignment​​. From 479 candidates which are from all over the world, only 5 doctors were awarded to the fellowship.
• Won Distinguished Ph.D. Thesis in Tianjin University, 2018
• Awarded $1500 for 6 security vulnerabilities in PHP 7.1.5
• CVE-2017-9224, CVE-2017-9225, CVE-2017-9226, CVE-2017-9227, CVE-2017-9228, CVE-2017-9229
• National Scholarship, China, 2012
• National Scholarship, China, 2017
• ACM SIGSOFT CAPS Travel Funds, FSE 2017
• ACM SIGSOFT Distinguished Paper Award, FSE 2016
• ACM SIGSOFT CAPS Travel Funds, ISSTA 2015
• National College Student Cyber Security Competition “Best Attack Team Award” in Tianjin, 2012
• Huawei Scholarship, 2012
• National Encouragement Scholarship, China 2010
• First Prize of National High School Mathematics Competition, China 2007
• Based on this award, I was recommended to Tianjin University without the exam.

Journal Articles [Refereed]

• Xiaofei Xie, Tianlin Li, Jian Wang, Lei Ma, Qing Guo, Felix Juefei-Xu and Yang Liu. "NPC: Neuron Path Coverage via Characterizing Decision Logic of Deep Neural Networks'' in ACM Transactions on Software Engineering and Methodology (TOSEM), accepted, 2021
• Fan, Ming, Ziliang Si, Xiaofei Xie, Yang Liu, and Ting Liu. "Text Backdoor Detection Using an Interpretable RNN Abstract Model." IEEE Transactions on Information Forensics and Security (TIFS), 2021, 4117-4132
• Guo, Shangwei, Tianwei Zhang, Han Yu, Xiaofei Xie, Lei Ma, Tao Xiang, and Yang Liu. "Byzantine-resilient Decentralized Stochastic Gradient Descent." IEEE Transactions on Circuits and Systems for Video Technology (2021)
• Yu, Bing, Hua Qi, Qing Guo, Felix Juefei-Xu, Xiaofei Xie, Lei Ma, and Jianjun Zhao. "DeepRepair: Style-Guided Repairing for Deep Neural Networks in the Real-World Operational Environment." IEEE Transactions on Reliability (2021).
• Chan, Alvin, Lei Ma, Felix Juefei-Xu, Yew-Soon Ong, Xiaofei Xie, Minhui Xue, and Yang Liu. "Breaking Neural Reasoning Architectures With Metamorphic Relation-Based Adversarial Examples." IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021
• Zhang, Chengwei, Shan Jin, Wanli Xue, Xiaofei Xie, Shengyong Chen, and Rong Chen. "Independent Reinforcement Learning for Weakly Cooperative Multiagent Traffic Control Problem." IEEE Transactions on Vehicular Technology (2021).
• Li, Tianlin, Aishan Liu, Xianglong Liu, Yitao Xu, Chongzhi Zhang, and Xiaofei Xie. "Understanding adversarial robustness via critical attacking route." Information Sciences 547 (2021): 568-578.
• Xu, Guangquan, Xiaofei Xie, Shuhan Huang, Jun Zhang, Lei Pan, Wei Lou, and Kaitai Liang. "JSCSP: a Novel Policy-Based XSS Defense Mechanism for Browsers." IEEE Transactions on Dependable and Secure Computing (TDSC), 2020