Xue Liu

Associate Academic Member
Xue Liu
Full Professor, McGill University, Samsung
Xue Liu

Dr. Xue (Steve) Liu is a Full Professor in the School of Computer Science and a William Dawson Scholar (Chair Professor) at McGill University. He is also a Professor (Courtesy Appointment) of Mathematics and Statistics at McGill University. He is a VP R&D, Chief Scientist, and Co-Director of the Samsung AI Center Montreal. Before that, he was the Chief Scientist at Tinder Inc., leading the research and innovation for the world’s largest dating and social discovery app valued over 10 Billion US$.

Dr. Liu is an IEEE Fellow. He is an associate member at MILA. At McGill University, he is also an associate member of the Center for Intelligent Machines (CIM), and an associate member of the Center for Advanced Systems and Technologies in Communications (SYTACom). He is a recipient of several awards including the 2017 Mitacs Award for Exceptional Leadership — Professor; the Outstanding Young Canadian Computer Science Researcher Prizes from the Canadian Association of Computer Science in 2014; and the Tomlinson Scientist Award for “recognition of excellence and scientific leadership” at McGill University. He is the founding director of the Cyber-Physical Intelligence Lab at McGill University since 2007. He also worked briefly as the Samuel R. Thompson Chair Associate Professor in the Department of Computer Science and Engineering at The University of Nebraska-Lincoln, at Hewlett-Packard Labs in Palo Alto, California and IBM T. J. Watson Research Center in New York.



Differentiation independent neuroprotective role of Vcan+ oligodendrocyte precursor cells in poststroke cognitive impairment recovery
Shen S, Wang Y, Xia R, Zeng F, Cao J, Liu X, Zhang Y, Wang Z and Tao T


Accelerating data filtering for database using FPGA
Xuan Sun, Chun Jason Xue, Jinghuan Yu, Tei-Wei Kuo and Xue Liu
Journal of Systems Architecture
Overheating-Avoidance Remapping Scheme for Reliability Enhancement of 3D PCM Storage Systems.
Yu-Chen Lin, Tse-Yuan Wang, Che-Wei Tsao, Yuan-Hao Chang, Jian-Jia Chen, Xue Liu and Tei-Wei Kuo
RACS 2020
Kidney injury molecule-1 is a potential receptor for SARS-CoV-2
Yang C, Zhang Y, Chen H, Chen Y, Yang D, Shen Z, Wang X, Liu X, Xiong M and Huang K


Accelerometer-based smartphone eavesdropping
Zhongjie Ba, Tianhang Zheng, Zhan Qin, Hanlin Yu, Liu Liu, Baochun Li, Xue Liu and Kui Ren


Probabilistic Metric Learning with Adaptive Margin for Top-K Recommendation
Chen Ma, Liheng Ma, Yingxue Zhang, Ruiming Tang, Xue Liu and Mark Coates
KDD 2020


Feature Statistics Guided Efficient Filter Pruning
Hang Li, Chen Ma, Wei Xu and Xue Liu
TimelyRep: Timing deterministic replay for Android web applications
Yanqiang Liu, Fangge Yan, Mingyuan Xia, Zhengwei Qi and Xue Liu
Software Testing, Verification & Reliability
Accelerating Deep Learning Systems via Critical Set Identification and Model Compression
Rui Han, Chi Harold Liu, Shilin Li, Shilin Wen and Xue Liu
IEEE Transactions on Computers


gRemote: API-Forwarding Powered Cloud Rendering.
Dongjie Tang, Yun Wang, Linsheng Li, Jiacheng Ma, Xue Liu, Zhengwei Qi and Haibing Guan
HPDC 2020
Shapley Homology: Topological Analysis of Sample Influence for Neural Networks.
Kaixuan Zhang, Qinglong Wang, Xue Liu and C. Lee Giles


Decoupling of Gd–Cr magnetism and giant magnetocaloric effect in layered honeycomb tellurate GdCrTeO6
J. D. Liu, Z. W. Ouyang, X. C. Liu, J. J. Cao, Z. X. Wang, Z. C. Xia and G. H. Rao
Journal of Applied Physics


DeepFood: Food Image Analysis and Dietary Assessment via Deep Model
Landu Jiang, Bojia Qiu, Xue Liu, Chenxi Huang and Kunhui Lin
IEEE Access
Memory Augmented Graph Neural Networks for Sequential Recommendation
Chen Ma, Liheng Ma, Yingxue Zhang, Jianing Sun, Xue Liu and Mark Coates
Efficient drone hijacking detection using two-step GA-XGBoost
Zhiwei Feng, Nan Guan, Mingsong Lv, Wenchen Liu, Qingxu Deng, Xue Liu and Wang Yi
Journal of Systems Architecture


SafeWatch: A Wearable Hand Motion Tracking System for Improving Driving Safety
Chongguang Bi, Jun Huang, Guoliang Xing, Landu Jiang, Xue Liu and Minghua Chen
ACM Transactions on Cyber-Physical Systems
Learning-based Practical Smartphone Eavesdropping with Built-in Accelerometer.
Zhongjie Ba, Tianhang Zheng, Xinyu Zhang, Zhan Qin, Baochun Li, Xue Liu and Kui Ren
NDSS 2020
Exploiting Link Diversity for Performance-Aware and Repeatable Simulation in Low-Power Wireless Networks
Zhiwei Zhao, Geyong Min, Wei Dong, Xue Liu, Weifeng Gao, Tao Gu and Minghang Yang
IEEE ACM Transactions on Networking
Efficient and Effective Dimension Control in Automotive Applications
Ye Ma, Gang Chen, Mingsong Lv, Wang Yi, Xue Liu, Hao Chen and Bo Zhu
IEEE Transactions on Industrial Informatics
AdSherlock: Efficient and Deployable Click Fraud Detection for Mobile Applications
Chenhong Cao, Yi Gao, Yang Luo, Mingyuan Xia, Wei Dong, Chun Chen and Xue Liu
IEEE Transactions on Mobile Computing
Givs: Fine-Grained Gesture Control for Mobile Devices in Driving Environments
Landu Jiang, Mingyuan Xia, Xue Liu and Fan Bai
IEEE Access
Bulk Savings for Bulk Transfers: Minimizing the Energy-Cost for Geo-Distributed Data Centers
Xingjian Lu, Fanxin Kong, Xue Liu, Jianwei Yin, Qiao Xiang and Huiqun Yu
IEEE Transactions on Cloud Computing


Connecting First and Second Order Recurrent Networks with Deterministic Finite Automata.
Qinglong Wang, Kaixuan Zhang, Xue Liu and C. Lee Giles
arXiv preprint arXiv:1911.04644
RadioLoc: Learning Vehicle Locations with FM Signal in All-Terrain Environments
Xi Chen, Qiao Xiang, Linghe Kong and Xue Liu
MASS 2019


Leaking your engine speed by spectrum analysis of real-Time scheduling sequences
Songran Liu, Nan Guan, Dong Ji, Weichen Liu, Xue Liu and Wang Yi
Journal of Systems Architecture


Hierarchical Gating Networks for Sequential Recommendation
Chen Ma, Peng Kang and Xue Liu
B-IoT: Blockchain Driven Internet of Things with Credit-Based Consensus Mechanism
Junqin Huang, Linghe Kong, Guihai Chen, Long Cheng, Kaishun Wu and Xue Liu
ICDCS 2019
Smoother: A Smooth Renewable Power-Aware Middleware
Xinxin Liu, Yu Hua, Xue Liu, Ling Yang and Yuanyuan Sun
ICDCS 2019


GreenBroker: Optimal Electric Vehicle Park-and-Charge Control via Vehicle-to-Infrastructure Communication
Qiao Xiang, Linghe Kong, Xi Chen, Zhe Wang, Lei Rao and Xue Liu


Distributed Data Center Bandwidth Allocation for Cloud-Based Streaming
Fanxin Kong, Xingjian Lu and Xue Liu
IEEE Transactions on Sustainable Computing


Reconfigurable Battery Systems: A Survey on Hardware Architecture and Research Challenges
Shaheer Muhammad, M. Usman Rafique, Shuai Li, Zili Shao, Qixin Wang and Xue Liu
ACM Transactions on Design Automation of Electronic Systems
Towards Secure Industrial IoT: Blockchain System With Credit-Based Consensus Mechanism
Junqin Huang, Linghe Kong, Guihai Chen, Min-You Wu, Xue Liu and Peng Zeng
IEEE Transactions on Industrial Informatics


Searchable Storage in Cloud Computing
Xue Liu and Yu Hua
(venue unknown)
Multi-Channel Based Sybil Attack Detection in Vehicular Ad Hoc Networks Using RSSI
Yuan Yao, Bin Xiao, Gaofei Wu, Xue Liu, Zhiwen Yu, Kailong Zhang and Xingshe Zhou
IEEE Transactions on Mobile Computing


Gated Attentive-Autoencoder for Content-Aware Recommendation
Chen Ma, Peng Kang, Bin Wu, Qinglong Wang and Xue Liu
Cross-Domain Noise Impact Evaluation for Black Box Two-Level Control CPS
Feng Tan, Liansheng Liu, Stefan Winter, Qixin Wang, Neeraj Suri, Lei Bu, Yu Peng, Xue Liu and Xiyuan Peng
ACM Transactions on Cyber-Physical Systems
An Efficient UAV Hijacking Detection Method Using Onboard Inertial Measurement Unit
Zhiwei Feng, Nan Guan, Mingsong Lv, Weichen Liu, Qingxu Deng, Xue Liu and Wang Yi
ACM Transactions in Embedded Computing Systems
HyperCo: Optimizing Network Performance in ARM-Based Mobile Virtualization
Jianguo Yao, Ting Deng, Xue Liu, Hans-Arno Jacobsen and Haibing Guan
IEEE Transactions on Services Computing
Indoor Localization Based on Channel State Information
Shabir Abdul Samadh, Qianyu Liu, Xue Liu, Negar Ghourchian and Michel Allegue
Bandwidth and Energy Efficient Image Sharing for Situation Awareness in Disasters
Pengfei Zuo, Yu Hua, Yuanyuan Sun, Xue Liu, Jie Wu, Yuncheng Guo, Wen Xia, Shunde Cao and Dan Feng
IEEE Transactions on Parallel and Distributed Systems


Verification of Recurrent Neural Networks Through Rule Extraction.
Qinglong Wang, Kaixuan Zhang, Xue Liu and C. Lee Giles
arXiv preprint arXiv:1811.06029
Defending Against Adversarial Samples Without Security through Obscurity
Wenbo Guo, Qinglong Wang, Kaixuan Zhang, Alexander G. Ororbia, Sui Huang, Xue Liu, C. Lee Giles, Lin Lin and Xinyu Xing
ICDM 2018

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