Alex X. Liu

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All published works

Action	Title	Year	Authors
+ PDF Chat	G-Fuzz: A Directed Fuzzing Framework for gVisor	2023	Yuwei Li Yuan Chen Shouling Ji Xuhong Zhang Guanglu Yan Alex X. Liu Chunming Wu Zulie Pan Peng Lin
+	From Voices to Validity: Leveraging Large Language Models (LLMs) for Textual Analysis of Policy Stakeholder Interviews	2023	Alex X. Liu Min Sun
+ PDF Chat	Ultralow‐Temperature Li/CF<i><sub>x</sub></i> Batteries Enabled by Fast‐Transport and Anion‐Pairing Liquefied Gas Electrolytes	2022	Yijie Yin John Holoubek Alex X. Liu Baharak Sayahpour Ganesh Raghavendran Guorui Cai Bing Han Matthew T. Mayer Noah B. Schorr Timothy N. Lambert
+ PDF Chat	Regularized Graph Structure Learning with Semantic Knowledge for Multi-variates Time-Series Forecasting	2022	Hongyuan Yu Tao Li Weichen Yu Jianguo Li Yan Huang Liang Wang Alex X. Liu
+ PDF Chat	Measuring and Clustering Network Attackers using Medium-Interaction Honeypots	2022	Zain Shamsi Daniel Zhang Daehyun Kyoung Alex X. Liu
+ PDF Chat	Transfer Attacks Revisited: A Large-Scale Empirical Study in Real Computer Vision Settings	2022	Yuhao Mao Chong Fu Saizhuo Wang Shouling Ji Xuhong Zhang Zhenguang Liu Jun Zhou Alex X. Liu Raheem Beyah Ting Wang
+	MPInspector: A Systematic and Automatic Approach for Evaluating the Security of IoT Messaging Protocols	2022	Qinying Wang Shouling Ji Yuan Tian Xuhong Zhang Binbin Zhao Yuhong Kan Zhaowei Lin Changting Lin Shuiguang Deng Alex X. Liu
+	Ultra-Low Temperature Li/CFx Batteries Enabled by Fast-transport and Anion-pairing Liquefied Gas Electrolytes	2022	Yijie Yin John Holoubek Alex X. Liu Baharak Sayahpour Ganesh Raghavendran Guorui Cai Bing Han Matthew T. Mayer Noah B. Schorr Timothy N. Lambert
+	Hybrid Inlining: A Compositional and Context Sensitive Static Analysis Framework	2022	Jiangchao Liu Jierui Liu Peng Di Diyu Wu Hengjie Zheng Alex X. Liu Jingling Xue
+	Measuring and Clustering Network Attackers using Medium-Interaction Honeypots	2022	Zain Shamsi Daniel Zhang Daehyun Kyoung Alex X. Liu
+	Transfer Attacks Revisited: A Large-Scale Empirical Study in Real Computer Vision Settings	2022	Yuhao Mao Chong Fu Saizhuo Wang Shouling Ji Xuhong Zhang Zhenguang Liu Jun Zhou Alex X. Liu Raheem Beyah Ting Wang
+	Sparse deep computer-generated holography for optical microscopy	2021	Alex X. Liu Laura Waller Yi Xue
+ PDF Chat	Multilevel Graph Matching Networks for Deep Graph Similarity Learning	2021	Xiang Ling Lingfei Wu Saizhuo Wang Tengfei Ma Fangli Xu Alex X. Liu Chunming Wu Shouling Ji
+ PDF Chat	When Homomorphic Encryption Marries Secret Sharing: Secure Large-Scale Sparse Logistic Regression and Applications in Risk Control	2021	Chaochao Chen Jun Zhou Li Wang Xibin Wu Wenjing Fang Jin Tan Lei Wang Alex X. Liu Hao Wang Hong Cheng
+ PDF Chat	Concurrent neural tree and data preprocessing AutoML for image classification	2021	Anish Thite Mohan Dodda Alex X. Liu Pulak Agarwal Jason Zutty
+ PDF Chat	Deep Graph Matching and Searching for Semantic Code Retrieval	2021	Xiang Ling Lingfei Wu Saizhuo Wang Gaoning Pan Tengfei Ma Fangli Xu Alex X. Liu Chunming Wu Shouling Ji
+ PDF Chat	Pairwise-Based Multi-Attribute Decision Making Approach for Wireless Network	2021	Ning Li Zhaoxin Zhang Alex X. Liu Xin Yuan Yexia Cheng
+ PDF Chat	Fine-Grained Vibration Based Sensing Using a Smartphone	2021	Kamran Ali Alex X. Liu
+	Sparse deep computer-generated holography for optical microscopy	2021	Alex X. Liu Laura Waller Yi Xue
+	Publishing Social Network Data with Privacy Guarantees	2020	Alex X. Liu Rui Li
+	Nearest Neighbor Queries over Encrypted Data	2020	Alex X. Liu Rui Li
+	A Tale of Evil Twins: Adversarial Inputs versus Poisoned Models	2020	Ren Pang Hua Shen Xinyang Zhang Shouling Ji Yevgeniy Vorobeychik Xiapu Luo Alex X. Liu Ting Wang
+ PDF Chat	Monitoring Browsing Behavior of Customers in Retail Stores via RFID Imaging	2020	Kamran Ali Alex X. Liu Eugene Chai Karthikeyan Sundaresan
+ PDF Chat	When Homomorphic Encryption Marries Secret Sharing: Secure Large-Scale Sparse Logistic Regression and Applications in Risk Control	2020	Chaochao Chen Jun Zhou Li Wang Xibin Wu Wenjing Fang Tan Jin Lei Wang Alex X. Liu Hao Wang Hong Cheng
+	Fine-grained Vibration Based Sensing Using a Smartphone	2020	Kamran Ali Alex X. Liu
+	Monitoring Browsing Behavior of Customers in Retail Stores via RFID Imaging	2020	Kamran Ali Alex X. Liu Eugene Chai Karthik Sundaresan
+ PDF Chat	An Adaptive and Fast Convergent Approach to Differentially Private Deep Learning	2020	Zhiying Xu Shuyu Shi Alex X. Liu Jun Zhao Lin Chen
+	On Goodness of WiFi based Monitoring of Vital Signs in the Wild	2020	Kamran Ali Mohammed Alloulah Fahim Kawsar Alex X. Liu
+	Secret Sharing based Secure Regressions with Applications	2020	Chaochao Chen Liang Li Wenjing Fang Jun Zhou Li Wang Lei Wang Shuang Yang Alex X. Liu Hao Wang
+	When Homomorphic Encryption Marries Secret Sharing: Secure Large-Scale Sparse Logistic Regression and Applications in Risk Control	2020	Chaochao Chen Jun Zhou Li Wang Xibin Wu Wenjing Fang Jin Tan Lei Wang Alex X. Liu Hao Wang Hong Cheng
+	Monitoring Browsing Behavior of Customers in Retail Stores via RFID Imaging	2020	Kamran Ali Alex X. Liu Eugene Chai Karthik Sundaresan
+	Fine-grained Vibration Based Sensing Using a Smartphone	2020	Kamran Ali Alex X. Liu
+	On Goodness of WiFi based Monitoring of Vital Signs in the Wild	2020	Kamran Ali Mohammed Alloulah Fahim Kawsar Alex X. Liu
+	Trust Assessment in Online Social Networks	2019	Guangchi Liu Qing Yang Honggang Wang Alex X. Liu
+	Insecurity and Hardness of Nearest Neighbor Queries Over Encrypted Data	2019	Rui Li Alex X. Liu Ying Liu Huanle Xu Huaqiang Yuan
+	Trust Assessment in Online Social Networks	2019	Guangchi Liu Qing Yang Honggang Wang Alex X. Liu
+	The Network-based Candidate Forwarding Set Optimization Approach for Opportunistic Routing in Wireless Sensor Network	2019	Ning Li Alex X. Liu José-Fernán Martínez-Ortega Vicente Hernández Xin Yuan
+	Pairwise-based Multi-Attribute Decision Making Approach for Wireless Network	2019	Ning Li Jianen Yan Zhaoxin Zhang Alex X. Liu Xin Yuan
+	Game Theory based Joint Task Offloading and Resources Allocation Algorithm for Mobile Edge Computing	2019	Jianen Yan Ning Li Zhaoxin Zhang Alex X. Liu José-Fernán Martínez-Ortega Xin Yuan
+	An Adaptive and Fast Convergent Approach to Differentially Private Deep Learning	2019	Zhiying Xu Shuyu Shi Alex X. Liu Jun Zhao Chen Lin
+ PDF Chat	The relative influence of niche versus neutral processes on Ediacaran communities	2018	Emily G. Mitchell Simon Harris Charlotte G. Kenchington Philip Vixseboxse Lucy Roberts Alexandra Dennis Catherine Clark Alex X. Liu Philip R. Wilby
+ PDF Chat	Online Scaling of NFV Service Chains Across Geo-Distributed Datacenters	2018	Yongzheng Jia Chuan Wu Zongpeng Li Franck Le Alex X. Liu
+	Dynamic Scaling of Virtualized, Distributed Service Chains: A Case Study of IMS	2017	Jingpu Duan Chuan Wu Franck Le Alex X. Liu Yanghua Peng
+	The Insecurity of Home Digital Voice Assistants -- Amazon Alexa as a Case Study	2017	Xinyu Lei Guan-Hua Tu Alex X. Liu Chi-Yu Li Tian Xie
+	Boosting PLC Networks for High-Speed Ubiquitous Connectivity in Enterprises	2016	Kamran Ali Ioannis Pefkianakis Alex X. Liu Kyu-Han Kim
+ PDF Chat	Online VNF Scaling in Datacenters	2016	Xiaoke Wang Chuan Wu Franck Le Alex X. Liu Zongpeng Li Francis C. M. Lau
+ PDF Chat	A shifting bloom filter framework for set queries	2016	Tong Yang Alex X. Liu Muhammad Shahzad Yuankun Zhong Qiaobin Fu Zi Li Gaogang Xie Xiaoming Li
+	OpenFunction: Data Plane Abstraction for Software-Defined Middleboxes	2016	Chen Tian Alex X. Liu Ali Munir Jie Yang Yangming Zhao
+	Towards Designing PLC Networks for Ubiquitous Connectivity in Enterprises	2016	Kamran Ali Ioannis Pefkianakis Alex X. Liu Kyu-Han Kim
+	Online Scaling of NFV Service Chains across Geo-distributed Datacenters	2016	Yongzheng Jia Chuan Wu Zongpeng Li Franck Le Alex X. Liu
+	A Shifting Bloom Filter Framework for Set Queries	2015	Tong Yang Alex X. Liu Muhammad Shahzad Yuankun Zhong Qiaobin Fu Zi Li Gaogang Xie Xiaoming Li
+	Modeling Morphology of Social Network Cascades	2013	Muhammad Shafiq Alex X. Liu
+	A Random Matrix Approach to Differential Privacy and Structure Preserved Social Network Graph Publishing	2013	Faraz Ahmed Rong Jin Alex X. Liu
+ PDF Chat	Two new accreting, pulsating white dwarfs: SDSS J1457+51 and BW Sculptoris	2011	H. Uthas J. Patterson Jonathan Kemp C. Knigge Berto Monard Robert Rea Greg Bolt J. McCormick Grant Christie A. Retter
+ PDF Chat	Nova V4743 Sagittarii 2002: An Intermediate Polar Candidate	2006	Tae W. Kang A. Retter Alex X. Liu Mercedes T. Richards
+ PDF Chat	The 2005 July Superoutburst of the Dwarf Nova 2QZ J021927.9−304545: the SU UMa Nature Confirmed	2006	Akira Imada Taichi Kato L. A. G. Monard A. Retter Alex X. Liu Daisaku Nogami
+ PDF Chat	Detection of Orbital and Superhump Periods in Nova V2574 Ophiuchi (2004)	2006	Tae W. Kang A. Retter Alex X. Liu Mercedes T. Richards
+ PDF Chat	The Orbital Period of Nova V2540 Ophiuchi (2002)	2005	T. Ak A. Retter Alex X. Liu
+ PDF Chat	The Peculiar 2004 Superoutburst in the Helium Dwarf Nova, 2003aw	2004	Daisaku Nogami Berto Monard A. Retter Alex X. Liu Makoto Uemura Ryoko Ishioka Akira Imada Taichi Kato

Common Coauthors

Coauthor	Papers Together
Kamran Ali	7
Shouling Ji	7
A. Retter	6
Li Wang	4
Saizhuo Wang	4
Xuhong Zhang	4
Chaochao Chen	4
Wenjing Fang	4
Franck Le	4
Chuan Wu	4
Xin Yuan	4
Chunming Wu	3
Zhaoxin Zhang	3
Ning Li	3
Kamran Ali	3
Eugene Chai	3
Zongpeng Li	3
Raheem Beyah	3
Jun Zhou	3
Jun Zhou	3
Hao Wang	3
Xibin Wu	3
Tengfei Ma	2
Yijie Yin	2
Noah B. Schorr	2
Yuankun Zhong	2
Jun Zhao	2
Timothy N. Lambert	2
Qiaobin Fu	2
Guorui Cai	2
Mohammed Alloulah	2
Ioannis Pefkianakis	2
Baharak Sayahpour	2
Guangchi Liu	2
Qing Yang	2
Jianen Yan	2
Laura Waller	2
Jin Tan	2
John Holoubek	2
Zain Shamsi	2
Ganesh Raghavendran	2
Shuyu Shi	2
Gaogang Xie	2
José-Fernán Martínez-Ortega	2
Hong Cheng	2
Fahim Kawsar	2
Fangli Xu	2
Lingfei Wu	2
Daisaku Nogami	2
Katharine L. Harrison	2

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Permanent superhumps in nova V1974 Cygni (1992)	1997	A. Retter Ε. M. Leibowitz E. O. Ofek	4
+ PDF Chat	An irradiation effect in Nova DN Gem 1912 and the significance of the period gap for classical novae	1999	A. Retter Ε. M. Leibowitz T. Naylor	3
+	A Comprehensive Survey on Graph Neural Networks	2020	Zonghan Wu Shirui Pan Fengwen Chen Guodong Long Chengqi Zhang Philip S. Yu	3
+ PDF Chat	A tutorial on spectral clustering	2007	Ulrike von Luxburg	3
+ PDF Chat	Cross-Layer and Reliable Opportunistic Routing Algorithm for Mobile Ad Hoc Networks	2018	Ning Li José-Fernán Martínez-Ortega Vicente Hernández	3
+	Graph Attention Networks	2018	Petar Veličković Guillem Cucurull Arantxa Casanova Adriana Romero Píetro Lió Yoshua Bengio	2
+	Scalable Private Learning with PATE	2018	Nicolas Papernot Shuang Song Ilya Mironov Ananth Raghunathan Kunal Talwar Úlfar Erlingsson	2
+	Improving the Gaussian Mechanism for Differential Privacy: Analytical Calibration and Optimal Denoising	2018	Borja Balle Yu-Xiang Wang	2
+	Privacy-preserving Machine Learning through Data Obfuscation	2018	Tianwei Zhang Zecheng He Ruby B. Lee	2
+	Semi-supervised Knowledge Transfer for Deep Learning from Private Training Data	2016	Nicolas Papernot Martı́n Abadi Úlfar Erlingsson Ian Goodfellow Kunal Talwar	2
+ PDF Chat	Geographic Differential Privacy for Mobile Crowd Coverage Maximization	2018	Leye Wang Gehua Qin Dingqi Yang Xiao Han Xiaojuan Ma	2
+ PDF Chat	Adaptive Laplace Mechanism: Differential Privacy Preservation in Deep Learning	2017	NhatHai Phan Xintao Wu Han Hu Dejing Dou	2
+	Subsampled Rényi Differential Privacy and Analytical Moments Accountant	2018	Yu-Xiang Wang Borja Balle Shiva Prasad Kasiviswanathan	2
+ PDF Chat	Towards Evaluating the Robustness of Neural Networks	2017	Nicholas Carlini David Wagner	2
+	Boosting Model Performance through Differentially Private Model Aggregation	2018	Sophia Collet Robert Dadashi Zahi N. Karam Chang Liu Parinaz Sobhani Yevgeniy Vahlis Ji Chao Zhang	2
+	Near-optimal Differentially Private Principal Components	2012	Kamalika Chaudhuri Anand D. Sarwate K. P. Sinha	2
+ PDF Chat	A Probabilistic Approach for Maintaining Trust Based on Evidence	2011	Yi Wang Hang Chen Munindar P. Singh	2
+ PDF Chat	Correlated link shadow fading in multi-hop wireless networks	2009	Piyush Agrawal Neal Patwari	2
+	Efficient Per-Example Gradient Computations	2015	Ian Goodfellow	2
+ PDF Chat	Deep Learning with Differential Privacy	2016	Martı́n Abadi Andy Chu Ian Goodfellow H. Brendan McMahan Ilya Mironov Kunal Talwar Li Zhang	2
+ PDF Chat	Rényi Differential Privacy	2017	Ilya Mironov	2
+	Inductive Representation Learning on Large Graphs	2017	William L. Hamilton Rex Ying Jure Leskovec	2
+ PDF Chat	The secondary stars in cataclysmic variables and low-mass X-ray binaries	1998	D. Smith V. S. Dhillon	2
+	How Powerful are Graph Neural Networks?	2018	Keyulu Xu Weihua Hu Jure Leskovec Stefanie Jegelka	2
+	On Orchestrating Virtual Network Functions in NFV	2015	Md. Faizul Bari Shihabur Rahman Chowdhury Reaz Ahmed Raouf Boutaba	2
+	Differential Privacy Preserving Spectral Graph Analysis	2013	Yue Wang Xintao Wu Leting Wu	2
+	Community structure in social and biological networks	2002	Michelle Girvan M. E. J. Newman	2
+	Adversarial Machine Learning at Scale	2016	Alexey Kurakin Ian Goodfellow Samy Bengio	2
+	Very Deep Convolutional Networks for Large-Scale Image Recognition	2014	Karen Simonyan Andrew Zisserman	2
+	Ensemble Adversarial Training: Attacks and Defenses	2017	Florian Tramèr Alexey Kurakin Nicolas Papernot Ian Goodfellow Dan Boneh Patrick McDaniel	2
+ PDF Chat	Thermal stability and nova cycles in permanent superhump systems	2000	A. Retter T. Naylor	2
+ PDF Chat	Detection of negative superhumps in a low-mass X-ray binary an end to the long debate on the nature of V1405 Aql (X1916053)	2002	A. Retter Yi Chou T. R. Bedding T. Naylor	2
+ PDF Chat	Going deeper with convolutions	2015	Christian Szegedy Wei Liu Yangqing Jia Pierre Sermanet Scott Reed Dragomir Anguelov Dumitru Erhan Vincent Vanhoucke Andrew Rabinovich	2
+	A 6.3-h superhump in the cataclysmic variable TV Columbae: the longest yet seen	2003	A. Retter C. Hellier T. Augusteijn T. Naylor T. R. Bedding C. Bembrick J. McCormick Fred Velthuis	2
+	Differential Privacy: A Survey of Results	2008	Cynthia Dwork	2
+ PDF Chat	Finding Structure with Randomness: Probabilistic Algorithms for Constructing Approximate Matrix Decompositions	2011	Nathan Halko Per‐Gunnar Martinsson Joel A. Tropp	2
+ PDF Chat	Fast and robust fixed-point algorithms for independent component analysis	1999	Aapo Hyvärinen	2
+ PDF Chat	De-anonymizing Social Networks	2009	Arvind Narayanan Vitaly Shmatikov	2
+ PDF Chat	Privacy via the Johnson-Lindenstrauss Transform	2013	Krishnaram Kenthapadi Aleksandra Korolova Ilya Mironov Nina Mishra	2
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	2
+	CMA-ES for Hyperparameter Optimization of Deep Neural Networks	2016	Ilya Loshchilov Frank Hutter	2
+	Stratos: A Network-Aware Orchestration Layer for Middleboxes in the Cloud	2013	Aaron Gember-Jacobson Anand Krishnamurthy Saul St. John Robert Grandl Xiaoyang Gao Ashok Anand Theophilus Benson Aditya Akella Vyas Sekar	2
+ PDF Chat	Universal Adversarial Perturbations	2017	Seyed-Mohsen Moosavi-Dezfooli Alhussein Fawzi Omar Fawzi Pascal Frossard	2
+ PDF Chat	Geometric Deep Learning: Going beyond Euclidean data	2017	Michael M. Bronstein Joan Bruna Yann LeCun Arthur Szlam Pierre Vandergheynst	2
+ PDF Chat	The Limitations of Deep Learning in Adversarial Settings	2016	Nicolas Papernot Patrick McDaniel Somesh Jha Matt Fredrikson Z. Berkay Celik Ananthram Swami	2
+	A Comprehensive Analysis of Deep Regression	2020	Stéphane Lathuilière Pablo Mesejo Xavier Alameda-Pineda Radu Horaud	2
+	A solution to the transition phase in classical novae	2002	A. Retter	2
+	Gated Graph Sequence Neural Networks	2015	Yujia Li Daniel Tarlow Marc Brockschmidt Richard S. Zemel	2
+	Privacy in Pharmacogenetics: An End-to-End Case Study of Personalized Warfarin Dosing.	2014	Matt Fredrikson Éric Lantz Somesh Jha Simon Lin David Page Thomas Ristenpart	2
+	Fast Graph Representation Learning with PyTorch Geometric	2019	Matthias Fey Jan Eric Lenssen	2