Xiyang Liu

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 45

Top Topics

Linear Regression

Differentially Private

Top Venues

CIT/IUCC/DASC/PICom

Publications

Gavin Brown, Jonathan Hayase, Samuel B. Hopkins, Weihao Kong, Xiyang Liu, Sewoong Oh, Juan C. Perdomo, Adam Smith
Insufficient Statistics Perturbation: Stable Estimators for Private Least Squares. CoRR (2024)
Xiyang Liu, Chunming Hu, Richong Zhang, Kai Sun, Samuel Mensah, Yongyi Mao
Multimodal Relation Extraction via a Mixture of Hierarchical Visual Context Learners. WWW (2024)
Gavin Brown, Jonathan Hayase, Samuel B. Hopkins, Weihao Kong, Xiyang Liu, Sewoong Oh, Juan C. Perdomo, Adam Smith
Insufficient Statistics Perturbation: Stable Estimators for Private Least Squares Extended Abstract. COLT (2024)
Yuhang Fu, Weiqi Shen, Jiahuan Cui, Yao Zheng, Guangwen Yang, Zhao Liu, Jifa Zhang, Tingwei Ji, Fangfang Xie, Xiaojing Lv, Hanyue Liu, Xu Liu, Xiyang Liu, Xiaoyu Song, Guocheng Tao, Yan Yan, Paul Tucker, Steven A. E. Miller, Shirui Luo, Seid Koric, Weimin Zheng
Toward Exascale Computation for Turbomachinery Flows. SC (2023)
Ruiying Lu, YuJie Wu, Long Tian, Dongsheng Wang, Bo Chen, Xiyang Liu, Ruimin Hu
Hierarchical Vector Quantized Transformer for Multi-class Unsupervised Anomaly Detection. NeurIPS (2023)
Long Tian, Jingyi Feng, Wenchao Chen, Xiaoqiang Chai, Liming Wang, Xiyang Liu, Bo Chen
Prototypes-oriented Transductive Few-shot Learning with Conditional Transport. CoRR (2023)
Ruiying Lu, YuJie Wu, Long Tian, Dongsheng Wang, Bo Chen, Xiyang Liu, Ruimin Hu
Hierarchical Vector Quantized Transformer for Multi-class Unsupervised Anomaly Detection. CoRR (2023)
Yuhang Fu, Weiqi Shen, Jiahuan Cui, Yao Zheng, Guangwen Yang, Zhao Liu, Jifa Zhang, Tingwei Ji, Fangfang Xie, Xiaojing Lv, Hanyue Liu, Xu Liu, Xiyang Liu, Xiaoyu Song, Guocheng Tao, Yan Yan, Paul Tucker, Steven A. E. Miller, Shirui Luo, Seid Koric, Weimin Zheng
Towards Exascale Computation for Turbomachinery Flows. CoRR (2023)
Mohammad Vahid Jamali, Xiyang Liu, Ashok Vardhan Makkuva, Hessam Mahdavifar, Sewoong Oh, Pramod Viswanath
Machine Learning-Aided Efficient Decoding of Reed-Muller Subcodes. IEEE J. Sel. Areas Inf. Theory 4 (2023)
Long Tian, Jingyi Feng, Xiaoqiang Chai, Wenchao Chen, Liming Wang, Xiyang Liu, Bo Chen
Prototypes-oriented Transductive Few-shot Learning with Conditional Transport. ICCV (2023)
Mohammad Vahid Jamali, Xiyang Liu, Ashok Vardhan Makkuva, Hessam Mahdavifar, Sewoong Oh, Pramod Viswanath
Machine Learning-Aided Efficient Decoding of Reed-Muller Subcodes. CoRR (2023)
Xiyang Liu, Prateek Jain, Weihao Kong, Sewoong Oh, Arun Sai Suggala
Label Robust and Differentially Private Linear Regression: Computational and Statistical Efficiency. NeurIPS (2023)
Xiyang Liu, Prateek Jain, Weihao Kong, Sewoong Oh, Arun Sai Suggala
Near Optimal Private and Robust Linear Regression. CoRR (2023)
Xiyang Liu, Xiong Li, Baojin Wang, Xiaosong Zhang
Batch Verification-Based Anonymous and Traceable Data Sharing Scheme in Industrial Internet of Things. ICPADS (2023)
Xiyang Liu, Weihao Kong, Sewoong Oh
Differential privacy and robust statistics in high dimensions. COLT (2022)
Xiyang Liu, Peng Li, Ding Ni, Yan Wang, Hui Xue
LightPose: A Lightweight and Efficient Model with Transformer for Human Pose Estimation. ICASSP (2022)
Yixi Xu, Sumit Mukherjee, Xiyang Liu, Shruti Tople, Rahul Dodhia, Juan M. Lavista Ferres
Mace: A flexible framework for membership privacy estimation in generative models. Trans. Mach. Learn. Res. 2022 (2022)
Fuyou Mao, Xiyang Liu, Haomin Zhao
An Adaptive Population-based Iterative Greedy Algorithm for Optimizing the Maximum Completion Time of Hybrid Flow Shop. ICCCV (2022)
Xiyang Liu, Weihao Kong, Prateek Jain, Sewoong Oh
DP-PCA: Statistically Optimal and Differentially Private PCA. NeurIPS (2022)
Xiyang Liu, Weihao Kong, Prateek Jain, Sewoong Oh
DP-PCA: Statistically Optimal and Differentially Private PCA. CoRR (2022)
Xiyang Liu, Tong Zhu, Huobin Tan, Richong Zhang
Heterogeneous Graph Neural Network with Hypernetworks for Knowledge Graph Embedding. ISWC (2022)
Mohammad Vahid Jamali, Xiyang Liu, Ashok Vardhan Makkuva, Hessam Mahdavifar, Sewoong Oh, Pramod Viswanath
Reed-Muller Subcodes: Machine Learning-Aided Design of Efficient Soft Recursive Decoding. CoRR (2021)
Xiyang Liu, Weihao Kong, Sewoong Oh
Differential privacy and robust statistics in high dimensions. CoRR (2021)
Xiyang Liu, Huobin Tan, Qinghong Chen, Guangyan Lin
RAGAT: Relation Aware Graph Attention Network for Knowledge Graph Completion. IEEE Access 9 (2021)
Xiyang Liu, Weihao Kong, Sham M. Kakade, Sewoong Oh
Robust and differentially private mean estimation. NeurIPS (2021)
Mohammad Vahid Jamali, Xiyang Liu, Ashok Vardhan Makkuva, Hessam Mahdavifar, Sewoong Oh, Pramod Viswanath
Reed-Muller Subcodes: Machine Learning-Aided Design of Efficient Soft Recursive Decoding. ISIT (2021)
Ashok Vardhan Makkuva, Xiyang Liu, Mohammad Vahid Jamali, Hessam Mahdavifar, Sewoong Oh, Pramod Viswanath
KO codes: inventing nonlinear encoding and decoding for reliable wireless communication via deep-learning. ICML (2021)
Houzhang Fang, Mingjiang Xia, Hehui Liu, Yi Chang, Liming Wang, Xiyang Liu
Automatic zipper tape defect detection using two-stage multi-scale convolutional networks. Neurocomputing 422 (2021)
Xiyang Liu, Weihao Kong, Sham M. Kakade, Sewoong Oh
Robust and Differentially Private Mean Estimation. CoRR (2021)
Ashok Vardhan Makkuva, Xiyang Liu, Mohammad Vahid Jamali, Hessam Mahdavifar, Sewoong Oh, Pramod Viswanath
KO codes: Inventing Nonlinear Encoding and Decoding for Reliable Wireless Communication via Deep-learning. CoRR (2021)
Kai Zhang, Xiaoyan Li, Lin He, Chong Guo, Yahan Yang, Zhou Dong, Haoqing Yang, Yi Zhu, Chuan Chen, Xiaojing Zhou, Wangting Li, Zhenzhen Liu, Xiaohang Wu, Xiyang Liu, Haotian Lin
A human-in-the-loop deep learning paradigm for synergic visual evaluation in children. Neural Networks 122 (2020)
Erping Long, Jingjing Chen, Xiaohang Wu, Zhenzhen Liu, Liming Wang, Jiewei Jiang, Wangting Li, Yi Zhu, Chuan Chen, Zhuoling Lin, Jing Li, Xiaoyan Li, Hui Chen, Chong Guo, Lanqin Zhao, Daoyao Nie, Xinhua Liu, Xin Liu, Zhe Dong, Bo Yun, Wenbin Wei, Fan Xu, Jian Lv, Min Li, Shiqi Ling, Lei Zhong, Junhong Chen, Qishan Zheng, Li Zhang, Yi Xiang, Gang Tan, Kai Huang, Yifan Xiang, Duoru Lin, Xulin Zhang, Meimei Dongye, Dongni Wang, Weirong Chen, Xiyang Liu, Haotian Lin, Yizhi Liu
Artificial intelligence manages congenital cataract with individualized prediction and telehealth computing. npj Digit. Medicine 3 (2020)
Xiyang Liu, Yixi Xu, Sumit Mukherjee, Juan Lavista Ferres
MACE: A Flexible Framework for Membership Privacy Estimation in Generative Models. CoRR (2020)
Ze Wang, Guangyan Lin, Huobin Tan, Qinghong Chen, Xiyang Liu
CKAN: Collaborative Knowledge-aware Attentive Network for Recommender Systems. SIGIR (2020)
Xiyang Liu, Jie Yang, Wenrui Ding, Tieqiang Wang, Zhijin Wang, Junjun Xiong
Adaptive Mixture Regression Network with Local Counting Map for Crowd Counting. ECCV (24) (2020)
Xiyang Liu, Jie Yang, Wenrui Ding
Adaptive Mixture Regression Network with Local Counting Map for Crowd Counting. CoRR (2020)
Zongda Wu, Ruiqin Wang, Qi Li, Xinze Lian, Guandong Xu, Enhong Chen, Xiyang Liu
A Location Privacy-Preserving System Based on Query Range Cover-Up or Location-Based Services. IEEE Trans. Veh. Technol. 69 (5) (2020)
Xiyang Liu, Yang Zhang, Jing Hu, Mengyun Tang, Haichang Gao
Breaking Text-based CAPTCHAs using Average Vertical Partition. J. Inf. Sci. Eng. 35 (3) (2019)
Xiyang Liu, Sewoong Oh
Minimax Optimal Estimation of Approximate Differential Privacy on Neighboring Databases. NeurIPS (2019)
Xiyang Liu, Sewoong Oh
Minimax Rates of Estimating Approximate Differential Privacy. CoRR (2019)
Haichang Gao, Mengyun Tang, Yi Liu, Ping Zhang, Xiyang Liu
Research on the Security of Microsoft's Two-Layer Captcha. IEEE Trans. Inf. Forensics Secur. 12 (7) (2017)
Lei Fan, Sha Meng, Xiyang Liu, Yanfang Liang
Improved CTT-SP Algorithm with Critical Path Method for Massive Data Storage in Scientific Workflow Systems. Int. J. Pattern Recognit. Artif. Intell. 30 (8) (2016)
Haichang Gao, Xuqin Wang, Fang Cao, Zhengya Zhang, Lei Lei, Jiao Qi, Xiyang Liu
Robustness of text-based completely automated public turing test to tell computers and humans apart. IET Inf. Secur. 10 (1) (2016)
Yaochi Zhao, Zhuhua Hu, Yong Bai, Xingzi Liu, Xiyang Liu
Multiple Visual Objects Segmentation Based on Adaptive Otsu and Improved DRLSE. ICIC (3) (2016)
Lei Fan, Yanfang Liang, Xiyang Liu, Xin Gu
A Hybrid Evolutionary Algorithm Based on Dominated Clustering for Constrained Bi-Objective Optimization Problems. CIS (2016)
Xiyang Liu, Lei Fan, Liming Wang, Sha Meng
PSO Based Multiobjective Reliable Optimization Model for Cloud Storage. CIT/IUCC/DASC/PICom (2015)
Lei Fan, Sha Meng, Yanfang Liang, Xiyang Liu
Experimental Analysis on CTT-SP Algorithm for Intermediate Data Storage in Scientific Workflow Systems. CIS (2015)
Haichang Gao, Lei Lei, Xin Zhou, Jiawei Li, Xiyang Liu
The Robustness of Face-Based CAPTCHAs. CIT/IUCC/DASC/PICom (2015)
Xiyang Liu, Qiong Pan, Yingying An, Guimin Qin
Community Detection Algorithm Based on the Scale Free Property of Networks. CIT/IUCC/DASC/PICom (2015)
Haichang Gao, Wei Wang, Ye Fan, Jiao Qi, Xiyang Liu
The Robustness of "Connecting Characters Together" CAPTCHAs. J. Inf. Sci. Eng. 30 (2) (2014)
Cheng Zhou, Xiyang Liu
Adaptive Combination Forecasting Model Based on Area Correlation Degree with Application to China's Energy Consumption. J. Appl. Math. 2014 (2014)
Lei Fan, Xiyang Liu, Liping Jia
A Minimum-Elimination-Escape Function Method for Multimodal Optimization Problems. CIS (2014)
Liming Wang, Xiuling Chang, Zhongjie Ren, Haichang Gao, Xiyang Liu, Uwe Aickelin
Against Spyware Using CAPTCHA in Graphical Password Scheme. CoRR (2013)
Haichang Gao, Zhongjie Ren, Xiuling Chang, Xiyang Liu, Uwe Aickelin
A New Graphical Password Scheme Resistant to Shoulder-Surfing. CoRR (2013)
Haichang Gao, Zhongjie Ren, Xiuling Chang, Xiyang Liu, Uwe Aickelin
The effect of baroque music on the PassPoints graphical password. CoRR (2013)
Haichang Gao, Wei Wang, Jiao Qi, Xuqin Wang, Xiyang Liu, Jeff Yan
The robustness of hollow CAPTCHAs. CCS (2013)
Daqing Yun, Qishi Wu, Yi Gu, Xiyang Liu
On an integrated mapping and scheduling solution to large-scale scientific workflows in resource sharing environments. SpringSim (ANSS) (2013)
Haichang Gao, Honggang Liu, Dan Yao, Xiyang Liu, Uwe Aickelin
An audio CAPTCHA to distinguish humans from computers. CoRR (2013)
Lei Fan, Xiyang Liu
An Enhanced Domination Based Evolutionary Algorithm for Multi-objective Problems. CIS (2013)
Xiyang Liu, Zhongjie Ren, Xiuling Chang, Haichang Gao, Uwe Aickelin
Draw a line on your PDA to authenticate. CoRR (2013)
Shuai Shao, Xiyang Liu, Mingyuan Zhou, Jiguo Zhan, Xin Liu, Yanli Chu, Hao Chen
A GPU-based implementation of an enhanced GEP algorithm. GECCO (2012)
Xiyang Liu, Haichang Gao, Liming Wang, Xiuling Chang
An Enhanced Drawing Reproduction Graphical Password Strategy. J. Comput. Sci. Technol. 26 (6) (2011)
Xiyang Liu, Jinhua Qiu, Licheng Ma, Haichang Gao, Zhongjie Ren
A Novel Cued-recall Graphical Password Scheme. ICIG (2011)
Haichang Gao, Licheng Ma, Jinhua Qiu, Xiyang Liu
Exploration of a hand-based graphical password scheme. SIN (2011)
Liming Wang, Xiuling Chang, Zhongjie Ren, Haichang Gao, Xiyang Liu, Uwe Aickelin
Against Spyware Using CAPTCHA in Graphical Password Scheme. AINA (2010)
Haichang Gao, Zhongjie Ren, Xiuling Chang, Xiyang Liu, Uwe Aickelin
A New Graphical Password Scheme Resistant to Shoulder-Surfing. CW (2010)
Xiyang Liu, Ailong Song, Zili Shao, Chunxiang Li, Ke Chen, Wei Wang
Cluster based architecture synthesis minimizing the resources under time constraint. ICASSP (2010)
Haichang Gao, Dan Yao, Honggang Liu, Xiyang Liu, Liming Wang
A Novel Image Based CAPTCHA Using Jigsaw Puzzle. CSE (2010)
Haichang Gao, Zhongjie Ren, Xiuling Chang, Xiyang Liu, Uwe Aickelin
The effect of baroque music on the PassPoints graphical password. CIVR (2010)
Liming Wang, Xiyang Liu, Ailong Song, Lin Xu, Tao Liu
An Effective Reversible Debugger of Cross Platform Based on Virtualization. ICESS (2009)
Haichang Gao, Xiyang Liu
A new graphical password scheme against spyware by using CAPTCHA. SOUPS (2009)
Haichang Gao, Xiyang Liu, Ruyi Dai, Sidong Wang, Xiuling Chang
Analysis and Evaluation of the ColorLogin Graphical Password Scheme. ICIG (2009)
Haichang Gao, Xuewu Guo, Xiaoping Chen, Liming Wang, Xiyang Liu
YAGP: Yet Another Graphical Password Strategy. ACSAC (2008)
Zhiwen Bai, Liming Wang, Jinglin Chen, Lin Xu, Jian Liu, Xiyang Liu
DTAD: A Dynamic Taint Analysis Detector for Information Security. WAIM (2008)
Liang Bao, Sheng Chen, Xiyang Liu, Shengming Hu, Ping Chen
Towards a Reversible BPEL Debugger. ICWS (2008)
Yan Wang, Zhiwen Bai, Miao Zhang, Wen Du, Ying Qin, Xiyang Liu
Fitness calculation approach for the switch-case construct in evolutionary testing. GECCO (2008)
Xiyang Liu, Miao Zhang, Zhiwen Bai, Lei Wang, Wen Du, Yan Wang
Function Call Flow based Fitness Function Design in Evolutionary Testing. APSEC (2007)
Meng Wang, Ping Chen, Xiyang Liu, Shengming Hu, Miao Zhang
DFTL: a Description Language for Transformation of Data Formats. APSEC (2007)
Xiyang Liu, Tao Liu, Zhiwen Bai, Yan Wang, Haoying Mu, Chunxiang Li
PORD: a Reversible Debugging Tool using Dynamic Binary Translation. APSEC (2007)
Xiyang Liu, Lei Wang, Xiubin Zhu, Zhiwen Bai, Miao Zhang, Hehui Liu
Fitness calculation approach for nested if-else construct in evolutionary testing. GECCO (2007)
Xiyang Liu, Ning Lei, Hehui Liu, Bin Wang
Evolutionary Testing of Unstructured Programs in the Presence of Flag Problems. APSEC (2005)
Hang Li, Xiyang Liu, Ping Chen
Octopus Architecture: A New Attempt to Achieve Reliable OS. WICSA (2005)
Xiyang Liu, Hehui Liu, Bin Wang, Ping Chen, Xiyao Cai
A unified fitness function calculation rule for flag conditions to improve evolutionary testing. ASE (2005)