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Xiyang Liu
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2020 – today
- 2024
- [j15]Lei Fan, Zhaobing Su, Xiyang Liu, Yuping Wang:
Decomposition based cross-parallel multiobjective genetic programming for symbolic regression. Appl. Soft Comput. 167: 112239 (2024) - [c51]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: 750-751 - [c50]Long Tian, Hongyi Zhao, Ruiying Lu, Rongrong Wang, Yujie Wu, Liming Wang, Xiongpeng He, Xiyang Liu:
FOCT: Few-shot Industrial Anomaly Detection with Foreground-aware Online Conditional Transport. ACM Multimedia 2024: 6241-6249 - [c49]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: 4283-4294 - [i19]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 abs/2404.15409 (2024) - 2023
- [j14]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: 260-275 (2023) - [c48]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: 16271-16280 - [c47]Xiyang Liu, Xiong Li, Baojin Wang, Xiaosong Zhang:
Batch Verification-Based Anonymous and Traceable Data Sharing Scheme in Industrial Internet of Things. ICPADS 2023: 944-949 - [c46]Xiyang Liu, Prateek Jain, Weihao Kong, Sewoong Oh, Arun Sai Suggala:
Label Robust and Differentially Private Linear Regression: Computational and Statistical Efficiency. NeurIPS 2023 - [c45]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 - [c44]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: 4:1-4:12 - [i18]Mohammad Vahid Jamali, Xiyang Liu, Ashok Vardhan Makkuva, Hessam Mahdavifar, Sewoong Oh, Pramod Viswanath:
Machine Learning-Aided Efficient Decoding of Reed-Muller Subcodes. CoRR abs/2301.06251 (2023) - [i17]Xiyang Liu, Prateek Jain, Weihao Kong, Sewoong Oh, Arun Sai Suggala:
Near Optimal Private and Robust Linear Regression. CoRR abs/2301.13273 (2023) - [i16]Long Tian, Jingyi Feng, Wenchao Chen, Xiaoqiang Chai, Liming Wang, Xiyang Liu, Bo Chen:
Prototypes-oriented Transductive Few-shot Learning with Conditional Transport. CoRR abs/2308.03047 (2023) - [i15]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 abs/2308.06605 (2023) - [i14]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 abs/2310.14228 (2023) - 2022
- [j13]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) - [c43]Xiyang Liu, Weihao Kong, Sewoong Oh:
Differential privacy and robust statistics in high dimensions. COLT 2022: 1167-1246 - [c42]Xiyang Liu, Peng Li, Ding Ni, Yan Wang, Hui Xue:
LightPose: A Lightweight and Efficient Model with Transformer for Human Pose Estimation. ICASSP 2022: 2674-2678 - [c41]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: 187-192 - [c40]Xiyang Liu, Weihao Kong, Prateek Jain, Sewoong Oh:
DP-PCA: Statistically Optimal and Differentially Private PCA. NeurIPS 2022 - [c39]Xiyang Liu, Tong Zhu, Huobin Tan, Richong Zhang:
Heterogeneous Graph Neural Network with Hypernetworks for Knowledge Graph Embedding. ISWC 2022: 284-302 - [i13]Xiyang Liu, Weihao Kong, Prateek Jain, Sewoong Oh:
DP-PCA: Statistically Optimal and Differentially Private PCA. CoRR abs/2205.13709 (2022) - 2021
- [j12]Xiyang Liu, Huobin Tan, Qinghong Chen, Guangyan Lin:
RAGAT: Relation Aware Graph Attention Network for Knowledge Graph Completion. IEEE Access 9: 20840-20849 (2021) - [j11]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: 34-50 (2021) - [c38]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: 7368-7378 - [c37]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: 1088-1093 - [c36]Xiyang Liu, Weihao Kong, Sham M. Kakade, Sewoong Oh:
Robust and differentially private mean estimation. NeurIPS 2021: 3887-3901 - [i12]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 abs/2102.01671 (2021) - [i11]Xiyang Liu, Weihao Kong, Sham M. Kakade, Sewoong Oh:
Robust and Differentially Private Mean Estimation. CoRR abs/2102.09159 (2021) - [i10]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 abs/2108.12920 (2021) - [i9]Xiyang Liu, Weihao Kong, Sewoong Oh:
Differential privacy and robust statistics in high dimensions. CoRR abs/2111.06578 (2021) - 2020
- [j10]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: 163-173 (2020) - [j9]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) - [j8]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): 5244-5254 (2020) - [c35]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: 241-257 - [c34]Ze Wang, Guangyan Lin, Huobin Tan, Qinghong Chen, Xiyang Liu:
CKAN: Collaborative Knowledge-aware Attentive Network for Recommender Systems. SIGIR 2020: 219-228 - [i8]Xiyang Liu, Jie Yang, Wenrui Ding:
Adaptive Mixture Regression Network with Local Counting Map for Crowd Counting. CoRR abs/2005.05776 (2020) - [i7]Xiyang Liu, Yixi Xu, Sumit Mukherjee, Juan Lavista Ferres:
MACE: A Flexible Framework for Membership Privacy Estimation in Generative Models. CoRR abs/2009.05683 (2020)
2010 – 2019
- 2019
- [j7]Xiyang Liu, Yang Zhang, Jing Hu, Mengyun Tang, Haichang Gao:
Breaking Text-based CAPTCHAs using Average Vertical Partition. J. Inf. Sci. Eng. 35(3): 611-634 (2019) - [c33]Xiyang Liu, Sewoong Oh:
Minimax Optimal Estimation of Approximate Differential Privacy on Neighboring Databases. NeurIPS 2019: 2414-2425 - [i6]Xiyang Liu, Sewoong Oh:
Minimax Rates of Estimating Approximate Differential Privacy. CoRR abs/1905.10335 (2019) - 2017
- [j6]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): 1671-1685 (2017) - 2016
- [j5]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): 45-52 (2016) - [j4]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): 1659023:1-1659023:22 (2016) - [c32]Lei Fan, Yanfang Liang, Xiyang Liu, Xin Gu:
A Hybrid Evolutionary Algorithm Based on Dominated Clustering for Constrained Bi-Objective Optimization Problems. CIS 2016: 543-546 - [c31]Yaochi Zhao, Zhuhua Hu, Yong Bai, Xingzi Liu, Xiyang Liu:
Multiple Visual Objects Segmentation Based on Adaptive Otsu and Improved DRLSE. ICIC (3) 2016: 707-716 - 2015
- [c30]Haichang Gao, Lei Lei, Xin Zhou, Jiawei Li, Xiyang Liu:
The Robustness of Face-Based CAPTCHAs. CIT/IUCC/DASC/PICom 2015: 2248-2255 - [c29]Xiyang Liu, Lei Fan, Liming Wang, Sha Meng:
PSO Based Multiobjective Reliable Optimization Model for Cloud Storage. CIT/IUCC/DASC/PICom 2015: 2263-2269 - [c28]Xiyang Liu, Qiong Pan, Yingying An, Guimin Qin:
Community Detection Algorithm Based on the Scale Free Property of Networks. CIT/IUCC/DASC/PICom 2015: 2270-2275 - [c27]Lei Fan, Sha Meng, Yanfang Liang, Xiyang Liu:
Experimental Analysis on CTT-SP Algorithm for Intermediate Data Storage in Scientific Workflow Systems. CIS 2015: 458-461 - 2014
- [j3]Cheng Zhou, Xiyang Liu:
Adaptive Combination Forecasting Model Based on Area Correlation Degree with Application to China's Energy Consumption. J. Appl. Math. 2014: 845807:1-845807:12 (2014) - [j2]Haichang Gao, Wei Wang, Ye Fan, Jiao Qi, Xiyang Liu:
The Robustness of "Connecting Characters Together" CAPTCHAs. J. Inf. Sci. Eng. 30(2): 347-369 (2014) - [c26]Lei Fan, Xiyang Liu, Liping Jia:
A Minimum-Elimination-Escape Function Method for Multimodal Optimization Problems. CIS 2014: 312-316 - 2013
- [c25]Haichang Gao, Wei Wang, Jiao Qi, Xuqin Wang, Xiyang Liu, Jeff Yan:
The robustness of hollow CAPTCHAs. CCS 2013: 1075-1086 - [c24]Lei Fan, Xiyang Liu:
An Enhanced Domination Based Evolutionary Algorithm for Multi-objective Problems. CIS 2013: 95-99 - [c23]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: 7 - [i5]Xiyang Liu, Zhongjie Ren, Xiuling Chang, Haichang Gao, Uwe Aickelin:
Draw a line on your PDA to authenticate. CoRR abs/1305.7482 (2013) - [i4]Liming Wang, Xiuling Chang, Zhongjie Ren, Haichang Gao, Xiyang Liu, Uwe Aickelin:
Against Spyware Using CAPTCHA in Graphical Password Scheme. CoRR abs/1305.7485 (2013) - [i3]Haichang Gao, Zhongjie Ren, Xiuling Chang, Xiyang Liu, Uwe Aickelin:
A New Graphical Password Scheme Resistant to Shoulder-Surfing. CoRR abs/1306.2882 (2013) - [i2]Haichang Gao, Honggang Liu, Dan Yao, Xiyang Liu, Uwe Aickelin:
An audio CAPTCHA to distinguish humans from computers. CoRR abs/1306.2885 (2013) - [i1]Haichang Gao, Zhongjie Ren, Xiuling Chang, Xiyang Liu, Uwe Aickelin:
The effect of baroque music on the PassPoints graphical password. CoRR abs/1306.3054 (2013) - 2012
- [c22]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: 999-1006 - 2011
- [j1]Xiyang Liu, Haichang Gao, Liming Wang, Xiuling Chang:
An Enhanced Drawing Reproduction Graphical Password Strategy. J. Comput. Sci. Technol. 26(6): 988-999 (2011) - [c21]Xiyang Liu, Jinhua Qiu, Licheng Ma, Haichang Gao, Zhongjie Ren:
A Novel Cued-recall Graphical Password Scheme. ICIG 2011: 949-956 - [c20]Haichang Gao, Licheng Ma, Jinhua Qiu, Xiyang Liu:
Exploration of a hand-based graphical password scheme. SIN 2011: 143-150 - 2010
- [c19]Liming Wang, Xiuling Chang, Zhongjie Ren, Haichang Gao, Xiyang Liu, Uwe Aickelin:
Against Spyware Using CAPTCHA in Graphical Password Scheme. AINA 2010: 760-767 - [c18]Haichang Gao, Zhongjie Ren, Xiuling Chang, Xiyang Liu, Uwe Aickelin:
The effect of baroque music on the PassPoints graphical password. CIVR 2010: 129-134 - [c17]Haichang Gao, Dan Yao, Honggang Liu, Xiyang Liu, Liming Wang:
A Novel Image Based CAPTCHA Using Jigsaw Puzzle. CSE 2010: 351-356 - [c16]Haichang Gao, Zhongjie Ren, Xiuling Chang, Xiyang Liu, Uwe Aickelin:
A New Graphical Password Scheme Resistant to Shoulder-Surfing. CW 2010: 194-199 - [c15]Xiyang Liu, Ailong Song, Zili Shao, Chunxiang Li, Ke Chen, Wei Wang:
Cluster based architecture synthesis minimizing the resources under time constraint. ICASSP 2010: 1558-1561
2000 – 2009
- 2009
- [c14]Liming Wang, Xiyang Liu, Ailong Song, Lin Xu, Tao Liu:
An Effective Reversible Debugger of Cross Platform Based on Virtualization. ICESS 2009: 448-453 - [c13]Haichang Gao, Xiyang Liu, Ruyi Dai, Sidong Wang, Xiuling Chang:
Analysis and Evaluation of the ColorLogin Graphical Password Scheme. ICIG 2009: 722-727 - [c12]Haichang Gao, Xiyang Liu:
A new graphical password scheme against spyware by using CAPTCHA. SOUPS 2009 - 2008
- [c11]Haichang Gao, Xuewu Guo, Xiaoping Chen, Liming Wang, Xiyang Liu:
YAGP: Yet Another Graphical Password Strategy. ACSAC 2008: 121-129 - [c10]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: 1767-1774 - [c9]Liang Bao, Sheng Chen, Xiyang Liu, Shengming Hu, Ping Chen:
Towards a Reversible BPEL Debugger. ICWS 2008: 832-833 - [c8]Zhiwen Bai, Liming Wang, Jinglin Chen, Lin Xu, Jian Liu, Xiyang Liu:
DTAD: A Dynamic Taint Analysis Detector for Information Security. WAIM 2008: 591-597 - 2007
- [c7]Xiyang Liu, Miao Zhang, Zhiwen Bai, Lei Wang, Wen Du, Yan Wang:
Function Call Flow based Fitness Function Design in Evolutionary Testing. APSEC 2007: 57-64 - [c6]Meng Wang, Ping Chen, Xiyang Liu, Shengming Hu, Miao Zhang:
DFTL: a Description Language for Transformation of Data Formats. APSEC 2007: 569 - [c5]Xiyang Liu, Tao Liu, Zhiwen Bai, Yan Wang, Haoying Mu, Chunxiang Li:
PORD: a Reversible Debugging Tool using Dynamic Binary Translation. APSEC 2007: 570 - [c4]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: 1141 - 2005
- [c3]Xiyang Liu, Ning Lei, Hehui Liu, Bin Wang:
Evolutionary Testing of Unstructured Programs in the Presence of Flag Problems. APSEC 2005: 525-533 - [c2]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: 337-341 - [c1]Hang Li, Xiyang Liu, Ping Chen:
Octopus Architecture: A New Attempt to Achieve Reliable OS. WICSA 2005: 197-198
Coauthor Index
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