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ORCIDLi Xiong 0001
Person information
- affiliation: Emory University, Atlanta, GA, USA
- affiliation (PhD 2005): Georgia Institute of Technology, College of Computing, Atlanta, GA, USA
Other persons with the same name
- Li Xiong — disambiguation page
- Li Xiong 0002
![[0000-0003-1892-524X]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0003-1892-524X")
— Shanghai University, School of Management, Shanghai, China - Li Xiong 0003 — McMaster University, Hamilton, Canada
- Li Xiong 0004 — Wuhan University of Technology, School of Computer, China
- Li Xiong 0005 — Shanghai Insitute of Foreign Trade, China
- Li Xiong 0006 — Capital Normal University, Beijing, China
- Li Xiong 0007 — University of Southern California, Los Angeles, CA, USA
- Li Xiong 0008 — Beijing Institute of Technology, School of Information and Electronics, China
- Li Xiong 0009 — Hexi University, School of Physics and Electromechanical Engineering, Zhangye, China (and 1 more)
- Li Xiong 0010 — Wuhan University of Science and Technology, MoE Key Laboratory of Metallurgical Equipment and Control Technology, China
- Li Xiong 0011 — Wuhan University, Zhongnan Hospital, Neurology Department, China (and 1 more)
- Li Xiong 0012 — Chinese University of Hong Kong, Hong Kong
- Li Xiong 0013 — Beijing China-Power Information Technology Co., Ltd, State Grid Information & Telecommunication Group, China
- Li Xiong 0014 — GTE Labs. Inc., Waltham, MA, USA
- Li Xiong 0015 — Central South University, Second Xiangya Hospital, China
- Li Xiong 0016 — Dalian Polytechnic University, School of Information Science and Engineering, China
- Li Xiong 0017 — China University of Geosciences, Department of Atmospheric Science, Wuhan, China
- Li Xiong 0018 — East China Jiaotong University, School of Information Engineering, Nanchang, China
- Li Xiong 0019 — Wuhan Institute of Technology, China
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Journal Articles
- 2023
[j62]Sivasubramanium V. Bhavani, Li Xiong, Abish Pius, Matthew W. Semler, Edward T. Qian, Philip A. Verhoef, Chad Robichaux, Craig M. Coopersmith, Matthew M. Churpek:
Comparison of time series clustering methods for identifying novel subphenotypes of patients with infection. J. Am. Medical Informatics Assoc. 30(6): 1158-1166 (2023)- [j61]Jiayao Zhang, Qiheng Sun, Jinfei Liu, Li Xiong, Jian Pei, Kui Ren:
Efficient Sampling Approaches to Shapley Value Approximation. Proc. ACM Manag. Data 1(1): 48:1-48:24 (2023) - [j60]Haocheng Xia, Jinfei Liu, Jian Lou, Zhan Qin, Kui Ren, Yang Cao, Li Xiong:
Equitable Data Valuation Meets the Right to Be Forgotten in Model Markets. Proc. VLDB Endow. 16(11): 3349-3362 (2023) - [j59]Mohammad Al Hasan, Li Xiong:
CIKM 2022 Conference Report. SIGWEB Newsl. 2023(Spring): 2:1-2:4 (2023) - 2022
- [j58]Pengfei Tang, Wenjie Wang, Jian Lou, Li Xiong:
Generating Adversarial Examples With Distance Constrained Adversarial Imitation Networks. IEEE Trans. Dependable Secur. Comput. 19(6): 4145-4155 (2022) - [j57]Mohamed F. Mokbel, Li Xiong, Demetrios Zeinalipour-Yazti:
Introduction to the Special Issue on Contact Tracing. ACM Trans. Spatial Algorithms Syst. 8(2): 1-2 (2022) - 2021
- [j56]Peter Kairouz, H. Brendan McMahan, Brendan Avent, Aurélien Bellet, Mehdi Bennis, Arjun Nitin Bhagoji, Kallista A. Bonawitz, Zachary Charles, Graham Cormode, Rachel Cummings, Rafael G. L. D'Oliveira, Hubert Eichner, Salim El Rouayheb, David Evans, Josh Gardner, Zachary Garrett, Adrià Gascón, Badih Ghazi, Phillip B. Gibbons, Marco Gruteser, Zaïd Harchaoui, Chaoyang He, Lie He, Zhouyuan Huo, Ben Hutchinson, Justin Hsu, Martin Jaggi, Tara Javidi, Gauri Joshi, Mikhail Khodak, Jakub Konecný, Aleksandra Korolova, Farinaz Koushanfar, Sanmi Koyejo, Tancrède Lepoint, Yang Liu, Prateek Mittal, Mehryar Mohri, Richard Nock, Ayfer Özgür, Rasmus Pagh, Hang Qi, Daniel Ramage, Ramesh Raskar, Mariana Raykova, Dawn Song, Weikang Song, Sebastian U. Stich, Ziteng Sun, Ananda Theertha Suresh, Florian Tramèr, Praneeth Vepakomma, Jianyu Wang, Li Xiong, Zheng Xu, Qiang Yang, Felix X. Yu, Han Yu, Sen Zhao:
Advances and Open Problems in Federated Learning. Found. Trends Mach. Learn. 14(1-2): 1-210 (2021) - [j55]Tsung-Ting Kuo, Tyler Bath, Shuaicheng Ma, Nicholas D. Pattengale, Meng Yang, Yang Cao, Corey M. Hudson, Jihoon Kim, Kai W. Post, Li Xiong, Lucila Ohno-Machado:
Benchmarking blockchain-based gene-drug interaction data sharing methods: A case study from the iDASH 2019 secure genome analysis competition blockchain track. Int. J. Medical Informatics 154: 104559 (2021) - [j54]Jinfei Liu, Jian Lou, Junxu Liu, Li Xiong, Jian Pei, Jimeng Sun:
Dealer: An End-to-End Model Marketplace with Differential Privacy. Proc. VLDB Endow. 14(6): 957-969 (2021) - [j53]Jinfei Liu, Qiongqiong Lin, Jiayao Zhang, Kui Ren, Jian Lou, Junxu Liu, Li Xiong, Jian Pei, Jimeng Sun:
Demonstration of Dealer: An End-to-End Model Marketplace with Differential Privacy. Proc. VLDB Endow. 14(12): 2747-2750 (2021) - [j52]Junxu Liu, Jian Lou, Li Xiong, Jinfei Liu, Xiaofeng Meng:
Projected Federated Averaging with Heterogeneous Differential Privacy. Proc. VLDB Endow. 15(4): 828-840 (2021) - [j51]Jinfei Liu, Juncheng Yang, Li Xiong, Jian Pei, Jun Luo, Yuzhang Guo, Shuaicheng Ma, Chenglin Fan:
Skyline Diagram: Efficient Space Partitioning for Skyline Queries. IEEE Trans. Knowl. Data Eng. 33(1): 271-286 (2021) - [j50]Jinfei Liu, Li Xiong, Jian Pei, Jun Luo, Haoyu Zhang, Wenhui Yu:
Group-Based Skyline for Pareto Optimal Groups. IEEE Trans. Knowl. Data Eng. 33(7): 2914-2929 (2021) - [j49]Yang Cao, Yonghui Xiao, Li Xiong, Liquan Bai, Masatoshi Yoshikawa:
Protecting Spatiotemporal Event Privacy in Continuous Location-Based Services. IEEE Trans. Knowl. Data Eng. 33(8): 3141-3154 (2021) - [j48]Wenhui Yu, Xiangnan He, Jian Pei, Xu Chen, Li Xiong, Jinfei Liu, Zheng Qin:
Visually aware recommendation with aesthetic features. VLDB J. 30(4): 495-513 (2021) - 2020
- [j47]Dongha Lee, Hwanjo Yu, Xiaoqian Jiang, Deevakar Rogith, Meghana Gudala, Mubeen Tejani, Qiuchen Zhang, Li Xiong:
Generating sequential electronic health records using dual adversarial autoencoder. J. Am. Medical Informatics Assoc. 27(9): 1411-1419 (2020) - [j46]Yang Cao, Shun Takagi, Yonghui Xiao, Li Xiong, Masatoshi Yoshikawa:
PANDA: Policy-aware Location Privacy for Epidemic Surveillance. Proc. VLDB Endow. 13(12): 3001-3004 (2020) - [j45]Li Xiong, Cyrus Shahabi, Yanan Da, Ritesh Ahuja, Vicki Hertzberg, Lance Waller, Xiaoqian Jiang, Amy Franklin:
REACT: real-time contact tracing and risk monitoring using privacy-enhanced mobile tracking. ACM SIGSPATIAL Special 12(2): 3-14 (2020) - [j44]Chang-Tien Lu, Fusheng Wang, Goce Trajcevski, Yan Huang, Shawn D. Newsam, Li Xiong:
The 28th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2020): virtual, online, USA November 3-6, 2020: conference report. ACM SIGSPATIAL Special 12(3): 3-6 (2020) - [j43]Wenhui Yu, Jinfei Liu, Jian Pei, Li Xiong, Xu Chen, Zheng Qin:
Efficient Contour Computation of Group-Based Skyline. IEEE Trans. Knowl. Data Eng. 32(7): 1317-1332 (2020) - 2019
- [j42]Yang Cao, Yonghui Xiao, Li Xiong, Liquan Bai, Masatoshi Yoshikawa:
PriSTE: Protecting Spatiotemporal Event Privacy in Continuous Location-Based Services. Proc. VLDB Endow. 12(12): 1866-1869 (2019) - [j41]Ralf Hartmut Güting, Roberto Tamassia, Li Xiong, Farnoush Banaei Kashani, Erik G. Hoel:
The 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2018) Seattle, Washington, USA November 6-9, 2018: conference report. ACM SIGSPATIAL Special 11(1): 29-31 (2019) - [j40]Boyang Wang, Ming Li, Li Xiong:
FastGeo: Efficient Geometric Range Queries on Encrypted Spatial Data. IEEE Trans. Dependable Secur. Comput. 16(2): 245-258 (2019) - [j39]Yang Cao, Masatoshi Yoshikawa, Yonghui Xiao, Li Xiong:
Quantifying Differential Privacy in Continuous Data Release Under Temporal Correlations. IEEE Trans. Knowl. Data Eng. 31(7): 1281-1295 (2019) - [j38]Jinfei Liu, Juncheng Yang, Li Xiong, Jian Pei:
Secure and Efficient Skyline Queries on Encrypted Data. IEEE Trans. Knowl. Data Eng. 31(7): 1397-1411 (2019) - [j37]Yang Cao, Masatoshi Yoshikawa, Yonghui Xiao, Li Xiong:
Errata on "Quantifying Differential Privacy in Continuous Data Release under Temporal Correlations". IEEE Trans. Knowl. Data Eng. 31(11): 2234 (2019) - 2018
- [j36]Liyue Fan, Luca Bonomi, Cyrus Shahabi, Li Xiong:
Optimal group route query: Finding itinerary for group of users in spatial databases. GeoInformatica 22(4): 845-867 (2018) - [j35]Sen Zhao, Lei Zhao, Sen Su, Xiang Cheng, Li Xiong:
Group-based keyword-aware route querying in road networks. Inf. Sci. 450: 343-360 (2018) - [j34]Yang Cao, Li Xiong, Masatoshi Yoshikawa, Yonghui Xiao, Si Zhang:
ConTPL: Controlling Temporal Privacy Leakage in Differentially Private Continuous Data Release. Proc. VLDB Endow. 11(12): 2090-2093 (2018) - [j33]Meng Wang, Zhanglong Ji, Hyeon-Eui Kim, Shuang Wang, Li Xiong, Xiaoqian Jiang:
Selecting Optimal Subset to Release Under Differentially Private M-Estimators from Hybrid Datasets. IEEE Trans. Knowl. Data Eng. 30(3): 573-584 (2018) - [j32]Xiang Cheng, Sen Su, Shengzhi Xu, Li Xiong, Ke Xiao, Mingxing Zhao:
A Two-Phase Algorithm for Differentially Private Frequent Subgraph Mining. IEEE Trans. Knowl. Data Eng. 30(8): 1411-1425 (2018) - [j31]Chencheng Li, Pan Zhou, Li Xiong, Qian Wang, Ting Wang:
Differentially Private Distributed Online Learning. IEEE Trans. Knowl. Data Eng. 30(8): 1440-1453 (2018) - 2017
- [j30]Daniel A. Garcia-Ulloa, Li Xiong, Vaidy S. Sunderam:
Truth Discovery for SpatioTemporal Events from Crowdsourced Data. Proc. VLDB Endow. 10(11): 1562-1573 (2017) - [j29]Yonghui Xiao, Li Xiong, Si Zhang, Yang Cao:
LocLok: Location Cloaking with Differential Privacy via Hidden Markov Model. Proc. VLDB Endow. 10(12): 1901-1904 (2017) - [j28]Slawomir Goryczka, Li Xiong:
A Comprehensive Comparison of Multiparty Secure Additions with Differential Privacy. IEEE Trans. Dependable Secur. Comput. 14(5): 463-477 (2017) - 2016
- [j27]Luca Bonomi, Li Xiong:
On Differentially Private Longest Increasing Subsequence Computation in Data Stream. Trans. Data Priv. 9(1): 73-100 (2016) - [j26]Jian Pei, Leman Akoglu, Hongrae Lee, Justin J. Levandoski, Xuelong Li, Rosa Meo, Carlos Ordonez, Jeff M. Phillips, Barbara Poblete, K. Selçuk Candan, Meng Wang, Ji-Rong Wen, Li Xiong, Wenjie Zhang:
EIC Editorial. IEEE Trans. Knowl. Data Eng. 28(10): 2535-2537 (2016) - [j25]Shengzhi Xu, Xiang Cheng, Sen Su, Ke Xiao, Li Xiong:
Differentially Private Frequent Sequence Mining. IEEE Trans. Knowl. Data Eng. 28(11): 2910-2926 (2016) - 2015
- [j24]Chia-Lun Lu, Shuang Wang, Zhanglong Ji, Yuan Wu, Li Xiong, Xiaoqian Jiang, Lucila Ohno-Machado:
WebDISCO: a web service for distributed cox model learning without patient-level data sharing. J. Am. Medical Informatics Assoc. 22(6): 1212-1219 (2015) - [j23]Jinfei Liu, Li Xiong, Jian Pei, Jun Luo, Haoyu Zhang:
Finding Pareto Optimal Groups: Group-based Skyline. Proc. VLDB Endow. 8(13): 2086-2097 (2015) - [j22]Layla Pournajaf, Daniel A. Garcia-Ulloa, Li Xiong, Vaidy S. Sunderam:
Participant Privacy in Mobile Crowd Sensing Task Management: A Survey of Methods and Challenges. SIGMOD Rec. 44(4): 23-34 (2015) - [j21]Traian Marius Truta, Li Xiong, Farshad Fotouhi:
Foreword for the special issue of selected papers from the 7th EDBT/ICDT Workshop on Privacy and Anonymity in Information Society (PAIS 2014). Trans. Data Priv. 8(1): 1-2 (2015) - 2014
- [j20]Jinfei Liu, Li Xiong, Xiaofeng Xu:
Faster output-sensitive skyline computation algorithm. Inf. Process. Lett. 114(12): 710-713 (2014) - [j19]Aris Gkoulalas-Divanis, Grigorios Loukides, Li Xiong, Jimeng Sun:
Informatics methods in medical privacy. J. Biomed. Informatics 50: 1-3 (2014) - [j18]Haoran Li, Li Xiong, Lifan Zhang, Xiaoqian Jiang:
DPSynthesizer: Differentially Private Data Synthesizer for Privacy Preserving Data Sharing. Proc. VLDB Endow. 7(13): 1677-1680 (2014) - [j17]Li Xiong, Cong Yu:
Front Matter. Proc. VLDB Endow. 7(14): i-x (2014) - [j16]Yonghui Xiao, Li Xiong, Liyue Fan, Slawomir Goryczka, Haoran Li:
DPCube: Differentially Private Histogram Release through Multidimensional Partitioning. Trans. Data Priv. 7(3): 195-222 (2014) - [j15]Liyue Fan, Li Xiong:
An Adaptive Approach to Real-Time Aggregate Monitoring With Differential Privacy. IEEE Trans. Knowl. Data Eng. 26(9): 2094-2106 (2014) - [j14]Slawomir Goryczka, Li Xiong, Benjamin C. M. Fung:
\(m\) -Privacy for Collaborative Data Publishing. IEEE Trans. Knowl. Data Eng. 26(10): 2520-2533 (2014) - 2013
- [j13]James J. Gardner, Li Xiong, Yonghui Xiao, Jingjing Gao, Andrew R. Post, Xiaoqian Jiang, Lucila Ohno-Machado:
SHARE: system design and case studies for statistical health information release. J. Am. Medical Informatics Assoc. 20(1): 109-116 (2013) - [j12]Jinfei Liu, Li Xiong, Jun Luo, Joshua Zhexue Huang:
Privacy Preserving Distributed DBSCAN Clustering. Trans. Data Priv. 6(1): 69-85 (2013) - [j11]Jinfei Liu, Li Xiong, Jun Luo:
Semantic Security: Privacy Definitions Revisited. Trans. Data Priv. 6(3): 185-198 (2013) - 2012
- [j10]Benjamin C. M. Fung, Thomas Trojer, Patrick C. K. Hung, Li Xiong, Khalil Al-Hussaeni, Rachida Dssouli:
Service-Oriented Architecture for High-Dimensional Private Data Mashup. IEEE Trans. Serv. Comput. 5(3): 373-386 (2012) - 2011
- [j9]Rui Chen, Noman Mohammed, Benjamin C. M. Fung, Bipin C. Desai, Li Xiong:
Publishing Set-Valued Data via Differential Privacy. Proc. VLDB Endow. 4(11): 1087-1098 (2011) - 2009
- [j8]James J. Gardner, Li Xiong:
An integrated framework for de-identifying unstructured medical data. Data Knowl. Eng. 68(12): 1441-1451 (2009) - [j7]James J. Gardner, Aaron Krowne, Li Xiong:
NNexus: An Automatic Linker for Collaborative Web-Based Corpora. IEEE Trans. Knowl. Data Eng. 21(6): 829-839 (2009) - 2008
- [j6]Pawel Jurczyk, Li Xiong:
DObjects: enabling distributed data services for metacomputing platforms. Proc. VLDB Endow. 1(2): 1432-1435 (2008) - [j5]Li Xiong, Traian Marius Truta, Farshad Fotouhi:
Report on international workshop on privacy and anonymity in the information society (PAIS 2008). SIGMOD Rec. 37(4): 108-111 (2008) - 2007
- [j4]Li Xiong, Yuni Xia:
Report on ACM Workshop on Health Information and Knowledge Management (HIKM 2006). SIGMOD Rec. 36(2): 39-42 (2007) - [j3]Li Xiong, Subramanyam Chitti, Ling Liu:
Preserving data privacy in outsourcing data aggregation services. ACM Trans. Internet Techn. 7(3): 17 (2007) - 2004
- [j2]Li Xiong, Ling Liu:
PeerTrust: Supporting Reputation-Based Trust for Peer-to-Peer Electronic Communities. IEEE Trans. Knowl. Data Eng. 16(7): 843-857 (2004) - 2002
- [j1]David Buttler, Matthew Coleman, Terence Critchlow, Renato Fileto, Wei Han, Ling Liu, Calton Pu, Daniel Rocco, Li Xiong:
Querying Multiple Bioinformatics Data Sources: Can Semantic Web Research Help? SIGMOD Rec. 31(4): 59-64 (2002)
Conference and Workshop Papers
- 2024
- [c133]Wenjie Wang, Pengfei Tang, Jian Lou, Yuanming Shao, Lance Waller, Yi-an Ko, Li Xiong:
IGAMT: Privacy-Preserving Electronic Health Record Synthesization with Heterogeneity and Irregularity. AAAI 2024: 15634-15643 - 2023
- [c132]Yixuan Liu, Suyun Zhao, Li Xiong, Yuhan Liu, Hong Chen:
Echo of Neighbors: Privacy Amplification for Personalized Private Federated Learning with Shuffle Model. AAAI 2023: 11865-11872 - [c131]Shuijing Zhang, Jian Lou, Li Xiong, Xiaoyu Zhang, Jing Liu:
Closed-form Machine Unlearning for Matrix Factorization. CIKM 2023: 3278-3287 - [c130]Junxu Liu, Jian Lou, Li Xiong, Xiaofeng Meng:
Personalized Differentially Private Federated Learning without Exposing Privacy Budgets. CIKM 2023: 4140-4144 - [c129]Fereshteh Razmi, Li Xiong:
Classification Auto-Encoder Based Detector Against Diverse Data Poisoning Attacks. DBSec 2023: 263-281 - [c128]Junxu Liu, Mingsheng Xue, Jian Lou, Xiaoyu Zhang, Li Xiong, Zhan Qin:
MUter: Machine Unlearning on Adversarially Trained Models. ICCV 2023: 4869-4879 - [c127]Jiayao Zhang, Haocheng Xia, Qiheng Sun, Jinfei Liu, Li Xiong, Jian Pei, Kui Ren:
Dynamic Shapley Value Computation. ICDE 2023: 639-652 - [c126]Qiongqiong Lin, Yunfan Gu, Jingyan Sai, Jinfei Liu, Kui Ren, Li Xiong, Tianzhen Wang, Yanbei Pang, Sheng Wang, Feifei Li:
EulerFD: An Efficient Double-Cycle Approximation of Functional Dependencies. ICDE 2023: 2878-2891 - [c125]Qiheng Sun, Xiang Li, Jiayao Zhang, Li Xiong, Weiran Liu, Jinfei Liu, Zhan Qin, Kui Ren:
ShapleyFL: Robust Federated Learning Based on Shapley Value. KDD 2023: 2096-2108 - [c124]Minxing Zhang, Haowen Lin, Shun Takagi, Yang Cao, Cyrus Shahabi, Li Xiong:
CSGAN: Modality-Aware Trajectory Generation via Clustering-based Sequence GAN. MDM 2023: 148-157 - [c123]Yifei Ren, Jian Lou, Li Xiong, Joyce C. Ho, Xiaoqian Jiang, Sivasubramanium Venkatraman Bhavani:
MULTIPAR: Supervised Irregular Tensor Factorization with Multi-task Learning for Computational Phenotyping. ML4H@NeurIPS 2023: 498-511 - [c122]Fereshteh Razmi, Jian Lou, Yuan Hong, Li Xiong:
Interpretation Attacks and Defenses on Predictive Models Using Electronic Health Records. ECML/PKDD (3) 2023: 446-461 - [c121]Ruixuan Liu, Sepanta Zeighami, Haowen Lin, Cyrus Shahabi, Yang Cao, Shun Takagi, Yoko Konishi, Masatoshi Yoshikawa, Li Xiong:
Supporting Pandemic Preparedness with Privacy Enhancing Technology. TPS-ISA 2023: 34-43 - [c120]Han Xie, Li Xiong, Carl Yang:
Federated Node Classification over Graphs with Latent Link-type Heterogeneity. WWW 2023: 556-566 - 2022
- [c119]Tsung-Ting Kuo, Xiaoqian Jiang, Hua Xu, Li Xiong, Lucila Ohno-Machado:
Existing and emerging privacy challenges and solutions for federated data coordination. AMIA 2022 - [c118]Han Wang, Hanbin Hong, Li Xiong, Zhan Qin, Yuan Hong:
L-SRR: Local Differential Privacy for Location-Based Services with Staircase Randomized Response. CCS 2022: 2809-2823 - [c117]Farnaz Tahmasebian, Jian Lou, Li Xiong:
RobustFed: A Truth Inference Approach for Robust Federated Learning. CIKM 2022: 1868-1877 - [c116]Payam Karisani, Negin Karisani, Li Xiong:
Multi-View Active Learning for Short Text Classification in User-Generated Data. EMNLP (Findings) 2022: 6441-6453 - [c115]Rongmei Lin, Yonghui Xiao, Tien-Ju Yang, Ding Zhao, Li Xiong, Giovanni Motta, Françoise Beaufays:
Federated Pruning: Improving Neural Network Efficiency with Federated Learning. INTERSPEECH 2022: 1701-1705 - 2021
- [c114]Weiyang Liu, Rongmei Lin, Zhen Liu, Li Xiong, Bernhard Schölkopf, Adrian Weller:
Learning with Hyperspherical Uniformity. AISTATS 2021: 1180-1188 - [c113]Xiaoqian Jiang, Luca Bonomi, Jaideep Vaidya, Li Xiong, Lucila Ohno-Machado:
Privacy-Preserving Federated Biomedical Data Analysis. AMIA 2021 - [c112]Shuaicheng Ma, Tamraparni Dasu, Yaron Kanza, Divesh Srivastava, Li Xiong:
Fraud Buster: Tracking IRSF Using Blockchain While Protecting Business Confidentiality. CIDR 2021 - [c111]Jing Ma, Qiuchen Zhang, Jian Lou, Li Xiong, Joyce C. Ho:
Temporal Network Embedding via Tensor Factorization. CIKM 2021: 3313-3317 - [c110]Weiyang Liu, Rongmei Lin, Zhen Liu, James M. Rehg, Liam Paull, Li Xiong, Le Song, Adrian Weller:
Orthogonal Over-Parameterized Training. CVPR 2021: 7251-7260 - [c109]Haowen Lin, Jian Lou, Li Xiong, Cyrus Shahabi:
Integer-arithmetic-only Certified Robustness for Quantized Neural Networks. ICCV 2021: 7808-7817 - [c108]Shuaicheng Ma, Yang Cao, Li Xiong:
Transparent Contribution Evaluation for Secure Federated Learning on Blockchain. ICDE Workshops 2021: 88-91 - [c107]Jinfei Liu, Li Xiong, Qiuchen Zhang, Jian Pei, Jun Luo:
Eclipse: Generalizing kNN and Skyline. ICDE 2021: 972-983 - [c106]Yanan Da, Ritesh Ahuja, Li Xiong, Cyrus Shahabi:
REACT: Real-Time Contact Tracing and Risk Monitoring via Privacy-Enhanced Mobile Tracking. ICDE 2021: 2729-2732 - [c105]Jing Ma, Qiuchen Zhang, Jian Lou, Li Xiong, Sivasubramanium Bhavani, Joyce C. Ho:
Communication Efficient Tensor Factorization for Decentralized Healthcare Networks. ICDM 2021: 1216-1221 - [c104]Qiuchen Zhang, Jing Ma, Jian Lou, Li Xiong:
Private Stochastic Non-convex Optimization with Improved Utility Rates. IJCAI 2021: 3370-3376 - [c103]Rongmei Lin, Xiang He, Jie Feng, Nasser Zalmout, Yan Liang, Li Xiong, Xin Luna Dong:
PAM: Understanding Product Images in Cross Product Category Attribute Extraction. KDD 2021: 3262-3270 - [c102]Wenjie Wang, Pengfei Tang, Jian Lou, Li Xiong:
Certified Robustness to Word Substitution Attack with Differential Privacy. NAACL-HLT 2021: 1102-1112 - [c101]Han Xie, Jing Ma, Li Xiong, Carl Yang:
Federated Graph Classification over Non-IID Graphs. NeurIPS 2021: 18839-18852 - [c100]Mani Sotoodeh, Li Xiong, Joyce Ho:
CrowdTeacher: Robust Co-teaching with Noisy Answers and Sample-Specific Perturbations for Tabular Data. PAKDD (2) 2021: 181-193 - [c99]Jing Ma, Qiuchen Zhang, Jian Lou, Li Xiong, Joyce C. Ho:
Communication Efficient Federated Generalized Tensor Factorization for Collaborative Health Data Analytics. WWW 2021: 171-182 - 2020
- [c98]Wenjie Wang, Youngja Park, Taesung Lee, Ian M. Molloy, Pengfei Tang, Li Xiong:
Utilizing Multimodal Feature Consistency to Detect Adversarial Examples on Clinical Summaries. ClinicalNLP@EMNLP 2020: 259-268 - [c97]Qiuchen Zhang, Jing Ma, Yonghui Xiao, Jian Lou, Li Xiong:
Broadening Differential Privacy for Deep Learning Against Model Inversion Attacks. IEEE BigData 2020: 1061-1070 - [c96]Qiuchen Zhang, Jing Ma, Jian Lou, Li Xiong, Xiaoqian Jiang:
Towards Training Robust Private Aggregation of Teacher Ensembles Under Noisy Labels. IEEE BigData 2020: 1103-1110 - [c95]Yifei Ren, Jian Lou, Li Xiong, Joyce C. Ho:
Robust Irregular Tensor Factorization and Completion for Temporal Health Data Analysis. CIKM 2020: 1295-1304 - [c94]Rongmei Lin, Weiyang Liu, Zhen Liu, Chen Feng, Zhiding Yu, James M. Rehg, Li Xiong, Le Song:
Regularizing Neural Networks via Minimizing Hyperspherical Energy. CVPR 2020: 6916-6925 - [c93]Farnaz Tahmasebian, Li Xiong, Mani Sotoodeh, Vaidy S. Sunderam:
Crowdsourcing Under Data Poisoning Attacks: A Comparative Study. DBSec 2020: 310-332 - [c92]Yang Cao, Yonghui Xiao, Shun Takagi, Li Xiong, Masatoshi Yoshikawa, Yilin Shen, Jinfei Liu, Hongxia Jin, Xiaofeng Xu:
PGLP: Customizable and Rigorous Location Privacy Through Policy Graph. ESORICS (1) 2020: 655-676 - [c91]Xiaolan Gu, Ming Li, Li Xiong, Yang Cao:
Providing Input-Discriminative Protection for Local Differential Privacy. ICDE 2020: 505-516 - [c90]Wenjie Wang, Pengfei Tang, Li Xiong, Xiaoqian Jiang:
RADAR: Recurrent Autoencoder Based Detector for Adversarial Examples on Temporal EHR. ECML/PKDD (4) 2020: 105-121 - [c89]Jing Ma, Qiuchen Zhang, Joyce C. Ho, Li Xiong:
Spatio-Temporal Tensor Sketching via Adaptive Sampling. ECML/PKDD (1) 2020: 490-506 - [c88]Farnaz Tahmasebian, Li Xiong, Mani Sotoodeh, Vaidy S. Sunderam:
EdgeInfer: Robust Truth Inference under Data Poisoning Attack. SMDS 2020: 45-52 - [c87]Xiaolan Gu, Ming Li, Yueqiang Cheng, Li Xiong, Yang Cao:
PCKV: Locally Differentially Private Correlated Key-Value Data Collection with Optimized Utility. USENIX Security Symposium 2020: 967-984 - 2019
- [c86]Jing Ma, Qiuchen Zhang, Jian Lou, Joyce C. Ho, Li Xiong, Xiaoqian Jiang:
Privacy-Preserving Tensor Factorization for Collaborative Health Data Analysis. CIKM 2019: 1291-1300 - [c85]Jinfei Liu, Li Xiong, Jian Pei, Jun Luo, Haoyu Zhang, Si Zhang:
SkyRec: Finding Pareto Optimal Groups. CIKM 2019: 2913-2916 - [c84]Xiaolan Gu, Ming Li, Yang Cao, Li Xiong:
Supporting Both Range Queries and Frequency Estimation with Local Differential Privacy. CNS 2019: 124-132 - [c83]Yang Cao, Yonghui Xiao, Li Xiong, Liquan Bai:
PriSTE: From Location Privacy to Spatiotemporal Event Privacy. ICDE 2019: 1606-1609 - [c82]Sen Zhao, Li Xiong:
Group Nearest Compact POI Set Queries in Road Networks. MDM 2019: 106-111 - 2018
- [c81]Jinfei Liu, Juncheng Yang, Li Xiong, Jian Pei, Jun Luo:
Skyline Diagram: Finding the Voronoi Counterpart for Skyline Queries. ICDE 2018: 653-664 - [c80]Hien To, Cyrus Shahabi, Li Xiong:
Privacy-Preserving Online Task Assignment in Spatial Crowdsourcing with Untrusted Server. ICDE 2018: 833-844 - [c79]Layla Pournajaf, Farnaz Tahmasebian, Li Xiong, Vaidy S. Sunderam, Cyrus Shahabi:
Privacy Preserving Reverse k-Nearest Neighbor Queries. MDM 2018: 177-186 - [c78]Wenhui Yu, Huidi Zhang, Xiangnan He, Xu Chen, Li Xiong, Zheng Qin:
Aesthetic-based Clothing Recommendation. WWW 2018: 649-658 - 2017
- [c77]Wenhui Yu, Zheng Qin, Jinfei Liu, Li Xiong, Xu Chen, Huidi Zhang:
Fast Algorithms for Pareto Optimal Group-based Skyline. CIKM 2017: 417-426 - [c76]Michael G. Solomon, Vaidy S. Sunderam, Li Xiong, Ming Li:
Mutually Private Location Proximity Detection with Access Control. DBSec 2017: 164-184 - [c75]Ardavan Afshar, Joyce C. Ho, Bistra Dilkina, Ioakeim Perros, Elias B. Khalil, Li Xiong, Vaidy S. Sunderam:
CP-ORTHO: An Orthogonal Tensor Factorization Framework for Spatio-Temporal Data. SIGSPATIAL/GIS 2017: 67:1-67:4 - [c74]Jinfei Liu, Juncheng Yang, Li Xiong, Jian Pei:
Secure Skyline Queries on Cloud Platform. ICDE 2017: 633-644 - [c73]Yang Cao, Masatoshi Yoshikawa, Yonghui Xiao, Li Xiong:
Quantifying Differential Privacy under Temporal Correlations. ICDE 2017: 821-832 - [c72]Haoran Li, Li Xiong, Zhanglong Ji, Xiaoqian Jiang:
Partitioning-Based Mechanisms Under Personalized Differential Privacy. PAKDD (1) 2017: 615-627 - [c71]Liyue Fan, Luca Bonomi, Cyrus Shahabi, Li Xiong:
Multi-user Itinerary Planning for Optimal Group Preference. SSTD 2017: 3-23 - 2016
- [c70]Sicong Zhang, Grace Hui Yang, Lisa Singh, Li Xiong:
Safelog: Supporting Web Search and Mining by Differentially-Private Query Logs. AAAI Fall Symposia 2016 - [c69]Xiaofeng Xu, Li Xiong, Vaidy S. Sunderam, Yonghui Xiao:
A Markov chain based pruning method for predictive range queries. SIGSPATIAL/GIS 2016: 16:1-16:10 - [c68]Shengzhi Xu, Sen Su, Li Xiong, Xiang Cheng, Ke Xiao:
Differentially private frequent subgraph mining. ICDE 2016: 229-240 - [c67]Michael G. Solomon, Vaidy S. Sunderam, Li Xiong, Ming Li:
Enabling mutually private location proximity services in smart cities: A comparative assessment. ISC2 2016: 1-8 - [c66]Xiaofeng Xu, Li Xiong, Vaidy S. Sunderam:
D-Grid: An In-Memory Dual Space Grid Index for Moving Object Databases. MDM 2016: 252-261 - [c65]Grace Hui Yang, Ian Soboroff, Li Xiong, Charles L. A. Clarke, Simson L. Garfinkel:
Privacy-Preserving IR 2016: Differential Privacy, Search, and Social Media. SIGIR 2016: 1247-1248 - 2015
- [c64]Yonghui Xiao, Li Xiong:
Protecting Locations with Differential Privacy under Temporal Correlations. CCS 2015: 1298-1309 - [c63]Haoran Li, Li Xiong, Xiaoqian Jiang, Jinfei Liu:
Differentially Private Histogram Publication for Dynamic Datasets: an Adaptive Sampling Approach. CIKM 2015: 1001-1010 - [c62]Jinfei Liu, Haoyu Zhang, Li Xiong, Haoran Li, Jun Luo:
Finding Probabilistic k-Skyline Sets on Uncertain Data. CIKM 2015: 1511-1520 - [c61]Xiaofeng Xu, Li Xiong, Jinfei Liu:
Database Fragmentation with Confidentiality Constraints: A Graph Search Approach. CODASPY 2015: 263-270 - [c60]Li Xiong:
Harnessing personal data from Internet of Things: Privacy enhancing dynamic information monitoring. CTS 2015: 37 - [c59]Luca Bonomi, Li Xiong:
Private Computation of the Longest Increasing Subsequence in Data Streams. EDBT/ICDT Workshops 2015: 270-277 - [c58]Cyrus Shahabi, Liyue Fan, Luciano Nocera, Li Xiong, Ming Li:
Privacy-preserving inference of social relationships from location data: a vision paper. SIGSPATIAL/GIS 2015: 9:1-9:4 - [c57]Xiaofeng Xu, Li Xiong, Vaidy S. Sunderam, Jinfei Liu, Jun Luo:
VPIndexer: velocity-based partitioning for indexing moving objects. SIGSPATIAL/GIS 2015: 88:1-88:4 - [c56]Layla Pournajaf, Li Xiong, Vaidy S. Sunderam, Xiaofeng Xu:
STAC: spatial task assignment for crowd sensing with cloaked participant locations. SIGSPATIAL/GIS 2015: 90:1-90:4 - [c55]Li Xiong, Vaidy S. Sunderam:
Security and Privacy Dimensions in Next Generation DDDAS/Infosymbiotic Systems: A Position Paper. ICCS 2015: 2483-2492 - [c54]Shengzhi Xu, Sen Su, Xiang Cheng, Zhengyi Li, Li Xiong:
Differentially private frequent sequence mining via sampling-based candidate pruning. ICDE 2015: 1035-1046 - [c53]Xiaofeng Xu, Li Xiong, Vaidy S. Sunderam, Jinfei Liu, Jun Luo:
Speed Partitioning for Indexing Moving Objects. SSTD 2015: 216-234 - [c52]Jinfei Liu, Li Xiong:
Secure Similarity Queries: Enabling Precision Medicine with Privacy. Big-O(Q)/DMAH@VLDB 2015: 61-70 - 2014
- [c51]Michael G. Solomon, Vaidy S. Sunderam, Li Xiong:
Towards Secure Cloud Database with Fine-Grained Access Control. DBSec 2014: 324-338 - [c50]Haoran Li, Li Xiong, Xiaoqian Jiang:
Differentially Private Synthesization of Multi-Dimensional Data using Copula Functions. EDBT 2014: 475-486 - [c49]Layla Pournajaf, Li Xiong, Vaidy S. Sunderam:
Dynamic Data Driven Crowd Sensing Task Assignment. ICCS 2014: 1314-1323 - [c48]Raquel Hill, Michael Hansen, Erick Janssen, Stephanie A. Sanders, Julia R. Heiman, Li Xiong:
A Quantitative Approach for Evaluating the Utility of a Differentially Private Behavioral Science Dataset. ICHI 2014: 276-284 - [c47]Layla Pournajaf, Li Xiong, Vaidy S. Sunderam, Slawomir Goryczka:
Spatial Task Assignment for Crowd Sensing with Cloaked Locations. MDM (1) 2014: 73-82 - [c46]Jun Luo, Jinfei Liu, Li Xiong:
Privacy Preserving Publication of Locations Based on Delaunay Triangulation. PAKDD (1) 2014: 594-605 - [c45]Liyue Fan, Luca Bonomi, Li Xiong, Vaidy S. Sunderam:
Monitoring web browsing behavior with differential privacy. WWW 2014: 177-188 - 2013
- [c44]Luca Bonomi, Li Xiong:
A two-phase algorithm for mining sequential patterns with differential privacy. CIKM 2013: 269-278 - [c43]Liyue Fan, Li Xiong, Vaidy S. Sunderam:
Differentially Private Multi-dimensional Time Series Release for Traffic Monitoring. DBSec 2013: 33-48 - [c42]Jinfei Liu, Li Xiong, Jun Luo:
A privacy framework: indistinguishable privacy. EDBT/ICDT Workshops 2013: 131-136 - [c41]Slawomir Goryczka, Li Xiong, Vaidy S. Sunderam:
Secure multiparty aggregation with differential privacy: a comparative study. EDBT/ICDT Workshops 2013: 155-163 - [c40]Li Xiong, Vaidy S. Sunderam, Liyue Fan, Slawomir Goryczka, Layla Pournajaf:
Predict: Privacy and Security Enhancing Dynamic Information Collection and Monitoring. ICCS 2013: 1979-1988 - [c39]Liyue Fan, Li Xiong:
Differentially Private Anomaly Detection with a Case Study on Epidemic Outbreak Detection. ICDM Workshops 2013: 833-840 - [c38]Li Xiong:
Adaptive Differentially Private Data Release for Data Sharing and Data Mining. ICDM Workshops 2013: 891 - [c37]Luca Bonomi, Li Xiong, James J. Lu:
LinkIT: privacy preserving record linkage and integration via transformations. SIGMOD Conference 2013: 1029-1032 - [c36]Liyue Fan, Li Xiong, Vaidy S. Sunderam:
FAST: differentially private real-time aggregate monitor with filtering and adaptive sampling. SIGMOD Conference 2013: 1065-1068 - 2012
- [c35]Luca Bonomi, Li Xiong, Rui Chen, Benjamin C. M. Fung:
Frequent grams based embedding for privacy preserving record linkage. CIKM 2012: 1597-1601 - [c34]Liyue Fan, Li Xiong:
Real-time aggregate monitoring with differential privacy. CIKM 2012: 2169-2173 - [c33]Jinfei Liu, Joshua Zhexue Huang, Jun Luo, Li Xiong:
Privacy preserving distributed DBSCAN clustering. EDBT/ICDT Workshops 2012: 177-185 - [c32]Xiaoqian Jiang, Shuang Wang, Zhanglong Ji, Lucila Ohno-Machado, Li Xiong:
A Randomized Response Model for Privacy-Preserving Data Dissemination. HISB 2012: 138 - [c31]Yonghui Xiao, James J. Gardner, Li Xiong:
DPCube: Releasing Differentially Private Data Cubes for Health Information. ICDE 2012: 1305-1308 - [c30]Pawel Jurczyk, Li Xiong, Slawomir Goryczka:
DObjects+: Enabling Privacy-Preserving Data Federation Services. ICDE 2012: 1325-1328 - [c29]Kyle Thayer, Li Xiong, Vicki Hertzberg:
IFC soft: visual comparison of flow cytometry data using self-organizing maps. IHI 2012: 863-866 - [c28]Syed Raheel Hassan, Julien Bourgeois, Vaidy S. Sunderam, Li Xiong:
Detection of Distributed Attacks in Hybrid & Public Cloud Networks. SKG 2012: 9-15 - 2011
- [c27]Pawel Jurczyk, Li Xiong:
Information Sharing across Private Databases: Secure Union Revisited. SocialCom/PASSAT 2011: 996-1003 - 2010
- [c26]Pu Shi, Li Xiong, Benjamin C. M. Fung:
Anonymizing data with quasi-sensitive attribute values. CIKM 2010: 1389-1392 - [c25]James J. Gardner, Li Xiong, Fusheng Wang, Andrew R. Post, Joel H. Saltz, Tyrone Grandison:
An evaluation of feature sets and sampling techniques for de-identification of medical records. IHI 2010: 183-190 - [c24]Yonghui Xiao, Li Xiong, Chun Yuan:
Differentially Private Data Release through Multidimensional Partitioning. Secure Data Management 2010: 150-168 - [c23]Yun Zhu, Li Xiong, Christopher Verdery:
Anonymizing user profiles for personalized web search. WWW 2010: 1225-1226 - 2009
- [c22]James J. Gardner, Li Xiong:
Automatic link detection: a sequence labeling approach. CIKM 2009: 1701-1704 - [c21]Pawel Jurczyk, Li Xiong:
Distributed Anonymization: Achieving Privacy for Both Data Subjects and Data Providers. DBSec 2009: 191-207 - [c20]Pawel Jurczyk, Li Xiong:
Dynamic Query Processing for P2P Data Services in the Cloud. DEXA 2009: 396-411 - [c19]James J. Gardner, Li Xiong, Kanwei Li, James J. Lu:
HIDE: heterogeneous information DE-identification. EDBT 2009: 1116-1119 - [c18]James J. Gardner, Aaron Krowne, Li Xiong:
NNexus: an automatic linker for collaborative web-based corpora. EDBT 2009: 1152-1155 - 2008
- [c17]Pawel Jurczyk, James J. Lu, Li Xiong, Janet D. Cragan, Adolfo Correa:
FRIL: A Tool for Comparative Record Linkage. AMIA 2008 - [c16]Lin Liu, Li Xiong, James J. Lu, Kim M. Gernert, Vicki Hertzberg:
Comparing and Clustering Flow Cytometry Data. BIBM 2008: 305-309 - [c15]James J. Gardner, Li Xiong:
HIDE: An Integrated System for Health Information DE-identification. CBMS 2008: 254-259 - [c14]Pawel Jurczyk, Li Xiong:
Towards privacy-preserving integration of distributed heterogeneous data. PIKM 2008: 65-72 - [c13]Pawel Jurczyk, Li Xiong:
Privacy-preserving data publishing for horizontally partitioned databases. CIKM 2008: 1321-1322 - [c12]Pawel Jurczyk, Li Xiong, Vaidy S. Sunderam:
DObjects: Enabling Distributed Data Services for Metacomputing Platforms. ICCS (1) 2008: 136-145 - [c11]Pawel Jurczyk, Li Xiong:
Adapting Commit Protocols for Large-Scale and Dynamic Distributed Applications. OTM Conferences (1) 2008: 465-474 - [c10]Christopher LaRosa, Li Xiong, Ken Mandelberg:
Frequent pattern mining for kernel trace data. SAC 2008: 880-885 - 2007
- [c9]Li Xiong, Ling Liu, Mustaque Ahamad:
Countering feedback sparsity and manipulation in reputation systems. CollaborateCom 2007: 203-212 - [c8]Li Xiong, Subramanyam Chitti, Ling Liu:
Mining multiple private databases using a kNN classifier. SAC 2007: 435-440 - 2006
- [c7]Li Xiong, Subramanyam Chitti, Ling Liu:
k nearest neighbor classification across multiple private databases. CIKM 2006: 840-841 - [c6]James J. Gardner, Aaron Krowne, Li Xiong:
NNexus: Towards an Automatic Linker for a Massively-Distributed Collaborative Corpus. CollaborateCom 2006 - 2005
- [c5]Li Xiong, Subramanyam Chitti, Ling Liu:
Topk Queries across Multiple Private Databases. ICDCS 2005: 145-154 - [c4]Mudhakar Srivatsa, Li Xiong, Ling Liu:
ExchangeGuard: A Distributed Protocol for Electronic Fair-Exchange. IPDPS 2005 - [c3]Mudhakar Srivatsa, Li Xiong, Ling Liu:
TrustGuard: countering vulnerabilities in reputation management for decentralized overlay networks. WWW 2005: 422-431 - 2003
- [c2]Li Xiong, Ling Liu:
A reputation-based trust model for peer-to-peer ecommerce communities. EC 2003: 228-229 - [c1]Li Xiong, Ling Liu:
A Reputation-Based Trust Model for Peer-to-Peer eCommerce Communities. CEC 2003: 275-284
Parts in Books or Collections
- 2018
- [p4]Li Xiong, Vaidy S. Sunderam, Liyue Fan, Slawomir Goryczka, Layla Pournajaf:
Privacy and Security Issues in DDDAS Systems. Handbook of Dynamic Data Driven Applications Systems 2018: 615-630 - 2015
- [p3]Haoran Li, Li Xiong, Xiaoqian Jiang:
Differentially Private Histogram and Synthetic Data Publication. Medical Data Privacy Handbook 2015: 35-58 - [p2]Luca Bonomi, Liyue Fan, Li Xiong:
A Review of Privacy Preserving Mechanisms for Record Linkage. Medical Data Privacy Handbook 2015: 233-265 - 2010
- [p1]James J. Gardner, Aaron Krowne, Li Xiong:
Automatic Invocation Linking for Collaborative Web-Based Corpora. Emergent Web Intelligence 2010: 23-45
Editorship
- 2022
- [e10]Mohammad Al Hasan, Li Xiong:
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022. ACM 2022, ISBN 978-1-4503-9236-5 [contents] - 2020
- [e9]Xintao Wu, Chris Jermaine, Li Xiong, Xiaohua Hu, Olivera Kotevska, Siyuan Lu, Weija Xu, Srinivas Aluru, Chengxiang Zhai, Eyhab Al-Masri, Zhiyuan Chen, Jeff Saltz:
2020 IEEE International Conference on Big Data (IEEE BigData 2020), Atlanta, GA, USA, December 10-13, 2020. IEEE 2020, ISBN 978-1-7281-6251-5 [contents] - [e8]Chang-Tien Lu, Fusheng Wang, Goce Trajcevski, Yan Huang, Shawn D. Newsam, Li Xiong:
SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, Seattle, WA, USA, November 3-6, 2020. ACM 2020, ISBN 978-1-4503-8019-5 [contents] - 2018
- [e7]Farnoush Banaei Kashani, Erik G. Hoel, Ralf Hartmut Güting, Roberto Tamassia, Li Xiong:
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, SIGSPATIAL 2018, Seattle, WA, USA, November 06-09, 2018. ACM 2018, ISBN 978-1-4503-5889-7 [contents] - 2015
- [e6]Christophe Claramunt, Markus Schneider, Raymond Chi-Wing Wong, Li Xiong, Woong-Kee Loh, Cyrus Shahabi, Ki-Joune Li:
Advances in Spatial and Temporal Databases - 14th International Symposium, SSTD 2015, Hong Kong, China, August 26-28, 2015. Proceedings. Lecture Notes in Computer Science 9239, Springer 2015, ISBN 978-3-319-22362-9 [contents] - 2011
- [e5]Traian Marius Truta, Li Xiong, Farshad Fotouhi, Kjell Orsborn, Silvia Stefanova:
Proceedings of the 2011 International Workshop on Privacy and Anonymity in Information Society, PAIS 2011, Uppsala, Sweden, March 2011. ACM 2011, ISBN 978-1-4503-0611-9 [contents] - 2010
- [e4]Florian Daniel, Lois M. L. Delcambre, Farshad Fotouhi, Irene Garrigós, Giovanna Guerrini, Jose-Norberto Mazón, Marco Mesiti, Sascha Müller, Juan Trujillo, Traian Marius Truta, Bernhard Volz, Emmanuel Waller, Li Xiong, Esteban Zimányi:
Proceedings of the 2010 EDBT/ICDT Workshops, Lausanne, Switzerland, March 22-26, 2010. ACM International Conference Proceeding Series, ACM 2010, ISBN 978-1-60558-990-9 [contents] - 2009
- [e3]Marco Mesiti, Traian Marius Truta, Li Xiong, Sascha Müller, Hubert Naacke, Boris Novikov, Guillaume Raschia, Ismael Sanz, Pierre Sens, Dmitry Shaporenkov, Nicolas Travers:
Proceedings of the 2009 EDBT/ICDT Workshops, Saint-Petersburg, Russia, March 22, 2009. ACM International Conference Proceeding Series 360, ACM 2009, ISBN 978-1-60558-650-2 [contents] - 2008
- [e2]Farshad Fotouhi, Li Xiong, Traian Marius Truta:
Proceedings of the 2008 International Workshop on Privacy and Anonymity in Information Society, PAIS 2008, Nantes, France, March 29, 2008. ACM International Conference Proceeding Series, ACM 2008, ISBN 978-1-59593-965-4 [contents] - 2006
- [e1]Li Xiong, Yuni Xia:
Proceedings of the International Workshop on Healthcare Information and Knowledge Management, HIKM 2006, Arlington, Virginia, USA, November 11, 2006. ACM 2006, ISBN 1-59593-528-2 [contents]
Informal and Other Publications
- 2024
- [i59]Hong-Kyu Lee, Qiuchen Zhang, Carl Yang, Jian Lou, Li Xiong:
Contrastive Unlearning: A Contrastive Approach to Machine Unlearning. CoRR abs/2401.10458 (2024) - [i58]Junxu Liu, Jian Lou, Li Xiong, Jinfei Liu, Xiaofeng Meng:
Cross-silo Federated Learning with Record-level Personalized Differential Privacy. CoRR abs/2401.16251 (2024) - [i57]Ruixuan Liu, Tianhao Wang, Yang Cao, Li Xiong:
PreCurious: How Innocent Pre-Trained Language Models Turn into Privacy Traps. CoRR abs/2403.09562 (2024) - 2023
- [i56]Wenjie Wang, Li Xiong, Jian Lou:
Wasserstein Adversarial Examples on Univariant Time Series Data. CoRR abs/2303.12357 (2023) - [i55]Yixuan Liu, Suyun Zhao, Li Xiong, Yuhan Liu, Hong Chen:
Echo of Neighbors: Privacy Amplification for Personalized Private Federated Learning with Shuffle Model. CoRR abs/2304.05516 (2023) - [i54]Rachel Cummings, Damien Desfontaines, David Evans, Roxana Geambasu, Matthew Jagielski, Yangsibo Huang, Peter Kairouz, Gautam Kamath, Sewoong Oh, Olga Ohrimenko, Nicolas Papernot, Ryan Rogers, Milan Shen, Shuang Song, Weijie J. Su, Andreas Terzis, Abhradeep Thakurta, Sergei Vassilvitskii, Yu-Xiang Wang, Li Xiong, Sergey Yekhanin, Da Yu, Huanyu Zhang, Wanrong Zhang:
Challenges towards the Next Frontier in Privacy. CoRR abs/2304.06929 (2023) - [i53]Xiaolan Gu, Ming Li, Li Xiong:
DP-BREM: Differentially-Private and Byzantine-Robust Federated Learning with Client Momentum. CoRR abs/2306.12608 (2023) - [i52]Mohamed F. Mokbel, Mahmoud Attia Sakr, Li Xiong, Andreas Züfle, Jussara M. Almeida, Taylor Anderson, Walid G. Aref, Gennady L. Andrienko, Natalia V. Andrienko, Yang Cao, Sanjay Chawla, Reynold Cheng, Panos K. Chrysanthis, Xiqi Fei, Gabriel Ghinita, Anita Graser, Dimitrios Gunopulos, Christian S. Jensen, Joon-Sook Kim, Kyoung-Sook Kim, Peer Kröger, John Krumm, Johannes Lauer, Amr Magdy, Mario A. Nascimento, Siva Ravada, Matthias Renz, Dimitris Sacharidis, Cyrus Shahabi, Flora D. Salim, Mohamed Sarwat, Maxime Schoemans, Bettina Speckmann, Egemen Tanin, Xu Teng, Yannis Theodoridis, Kristian Torp, Goce Trajcevski, Marc J. van Kreveld, Carola Wenk, Martin Werner, Raymond Chi-Wing Wong, Song Wu, Jianqiu Xu, Moustafa Youssef, Demetris Zeinalipour, Mengxuan Zhang, Esteban Zimányi:
Towards Mobility Data Science (Vision Paper). CoRR abs/2307.05717 (2023) - [i51]Fumiyuki Kato, Li Xiong, Shun Takagi, Yang Cao, Masatoshi Yoshikawa:
ULDP-FL: Federated Learning with Across Silo User-Level Differential Privacy. CoRR abs/2308.12210 (2023) - [i50]Fereshteh Razmi, Jian Lou, Li Xiong:
Does Differential Privacy Prevent Backdoor Attacks in Practice? CoRR abs/2311.06227 (2023) - 2022
- [i49]Yifei Ren, Jian Lou, Li Xiong, Joyce C. Ho, Xiaoqian Jiang, Sivasubramanium Bhavani:
MULTIPAR: Supervised Irregular Tensor Factorization with Multi-task Learning. CoRR abs/2208.00993 (2022) - [i48]Rongmei Lin, Yonghui Xiao, Tien-Ju Yang, Ding Zhao, Li Xiong, Giovanni Motta, Françoise Beaufays:
Federated Pruning: Improving Neural Network Efficiency with Federated Learning. CoRR abs/2209.06359 (2022) - [i47]Han Wang, Hanbin Hong, Li Xiong, Zhan Qin, Yuan Hong:
L-SRR: Local Differential Privacy for Location-Based Services with Staircase Randomized Response. CoRR abs/2209.15091 (2022) - [i46]Qiuchen Zhang, Jing Ma, Jian Lou, Carl Yang, Li Xiong:
Towards Training Graph Neural Networks with Node-Level Differential Privacy. CoRR abs/2210.04442 (2022) - [i45]Qiuchen Zhang, Jing Ma, Jian Lou, Li Xiong, Xiaoqian Jiang:
Private Semi-supervised Knowledge Transfer for Deep Learning from Noisy Labels. CoRR abs/2211.01628 (2022) - [i44]Mohamed F. Mokbel, Mahmoud Attia Sakr, Li Xiong, Andreas Züfle, Jussara M. Almeida, Taylor Anderson, Walid G. Aref, Gennady L. Andrienko, Natalia V. Andrienko, Yang Cao, Sanjay Chawla, Reynold Cheng, Panos K. Chrysanthis, Xiqi Fei, Gabriel Ghinita, Anita Graser, Dimitrios Gunopulos, Christian S. Jensen, Joon-Sook Kim, Kyoung-Sook Kim, Peer Kröger, John Krumm, Johannes Lauer, Amr Magdy, Mario A. Nascimento, Siva Ravada, Matthias Renz, Dimitris Sacharidis, Cyrus Shahabi, Flora D. Salim, Mohamed Sarwat, Maxime Schoemans, Bettina Speckmann, Egemen Tanin, Yannis Theodoridis, Kristian Torp, Goce Trajcevski, Marc J. van Kreveld, Carola Wenk, Martin Werner, Raymond Chi-Wing Wong, Song Wu, Jianqiu Xu, Moustafa Youssef, Demetris Zeinalipour, Mengxuan Zhang, Esteban Zimányi:
Mobility Data Science (Dagstuhl Seminar 22021). Dagstuhl Reports 12(1): 1-34 (2022) - 2021
- [i43]Shuaicheng Ma, Yang Cao, Li Xiong:
Transparent Contribution Evaluation for Secure Federated Learning on Blockchain. CoRR abs/2101.10572 (2021) - [i42]Salman Seyedi, Li Xiong, Shamim Nemati, Gari D. Clifford:
An Analysis Of Protected Health Information Leakage In Deep-Learning Based De-Identification Algorithms. CoRR abs/2101.12099 (2021) - [i41]Weiyang Liu, Rongmei Lin, Zhen Liu, Li Xiong, Bernhard Schölkopf, Adrian Weller:
Learning with Hyperspherical Uniformity. CoRR abs/2103.01649 (2021) - [i40]Mani Sotoodeh, Li Xiong, Joyce C. Ho:
CrowdTeacher: Robust Co-teaching with Noisy Answers & Sample-specific Perturbations for Tabular Data. CoRR abs/2103.17144 (2021) - [i39]Payam Karisani, Jinho D. Choi, Li Xiong:
View Distillation with Unlabeled Data for Extracting Adverse Drug Effects from User-Generated Data. CoRR abs/2105.11354 (2021) - [i38]Rongmei Lin, Xiang He, Jie Feng, Nasser Zalmout, Yan Liang, Li Xiong, Xin Luna Dong:
PAM: Understanding Product Images in Cross Product Category Attribute Extraction. CoRR abs/2106.04630 (2021) - [i37]Han Xie, Jing Ma, Li Xiong, Carl Yang:
Federated Graph Classification over Non-IID Graphs. CoRR abs/2106.13423 (2021) - [i36]Farnaz Tahmasebian, Jian Lou, Li Xiong:
RobustFed: A Truth Inference Approach for Robust Federated Learning. CoRR abs/2107.08402 (2021) - [i35]Fereshteh Razmi, Li Xiong:
Classification Auto-Encoder based Detector against Diverse Data Poisoning Attacks. CoRR abs/2108.04206 (2021) - [i34]Haowen Lin, Jian Lou, Li Xiong, Cyrus Shahabi:
SemiFed: Semi-supervised Federated Learning with Consistency and Pseudo-Labeling. CoRR abs/2108.09412 (2021) - [i33]Haowen Lin, Jian Lou, Li Xiong, Cyrus Shahabi:
Integer-arithmetic-only Certified Robustness for Quantized Neural Networks. CoRR abs/2108.09413 (2021) - [i32]Jing Ma, Qiuchen Zhang, Jian Lou, Li Xiong, Joyce C. Ho:
Temporal Network Embedding via Tensor Factorization. CoRR abs/2108.09837 (2021) - [i31]Jing Ma, Qiuchen Zhang, Jian Lou, Li Xiong, Sivasubramanium Bhavani, Joyce C. Ho:
Communication Efficient Tensor Factorization for Decentralized Healthcare Networks. CoRR abs/2109.01718 (2021) - [i30]Xiaolan Gu, Ming Li, Li Xiong:
PRECAD: Privacy-Preserving and Robust Federated Learning via Crypto-Aided Differential Privacy. CoRR abs/2110.11578 (2021) - [i29]Payam Karisani, Negin Karisani, Li Xiong:
Contextual Multi-View Query Learning for Short Text Classification in User-Generated Data. CoRR abs/2112.02611 (2021) - 2020
- [i28]Weiyang Liu, Rongmei Lin, Zhen Liu, James M. Rehg, Li Xiong, Le Song:
Orthogonal Over-Parameterized Training. CoRR abs/2004.04690 (2020) - [i27]Yang Cao, Shun Takagi, Yonghui Xiao, Li Xiong, Masatoshi Yoshikawa:
PANDA: Policy-aware Location Privacy for Epidemic Surveillance. CoRR abs/2005.00186 (2020) - [i26]Yang Cao, Yonghui Xiao, Shun Takagi, Li Xiong, Masatoshi Yoshikawa, Yilin Shen, Jinfei Liu, Hongxia Jin, Xiaofeng Xu:
Customizable and Rigorous Location Privacy through Policy Graph. CoRR abs/2005.01263 (2020) - [i25]Jing Ma, Qiuchen Zhang, Joyce C. Ho, Li Xiong:
Spatio-Temporal Tensor Sketching via Adaptive Sampling. CoRR abs/2006.11943 (2020) - 2019
- [i24]Wenhui Yu, Jinfei Liu, Jian Pei, Li Xiong, Xu Chen, Zheng Qin:
Efficient Contour Computation of Group-based Skyline. CoRR abs/1905.00700 (2019) - [i23]Wenhui Yu, Xiangnan He, Jian Pei, Xu Chen, Li Xiong, Jinfei Liu, Zheng Qin:
Visually-aware Recommendation with Aesthetic Features. CoRR abs/1905.02009 (2019) - [i22]Rongmei Lin, Weiyang Liu, Zhen Liu, Chen Feng, Zhiding Yu, James M. Rehg, Li Xiong, Le Song:
Compressive Hyperspherical Energy Minimization. CoRR abs/1906.04892 (2019) - [i21]Jinfei Liu, Li Xiong, Qiuchen Zhang, Jian Pei, Jun Luo:
Eclipse: Generalizing kNN and Skyline. CoRR abs/1906.06314 (2019) - [i20]Shuaicheng Ma, Yang Cao, Li Xiong:
Effcient logging and querying for Blockchain-based cross-site genomic dataset access audit. CoRR abs/1907.07303 (2019) - [i19]Yang Cao, Yonghui Xiao, Li Xiong, Liquan Bai, Masatoshi Yoshikawa:
Protecting Spatiotemporal Event Privacy in Continuous Location-Based Services. CoRR abs/1907.10814 (2019) - [i18]Jing Ma, Qiuchen Zhang, Jian Lou, Joyce C. Ho, Li Xiong, Xiaoqian Jiang:
Privacy-Preserving Tensor Factorization for Collaborative Health Data Analysis. CoRR abs/1908.09888 (2019) - [i17]Xiaolan Gu, Ming Li, Li Xiong, Yang Cao:
Providing Input-Discriminative Protection for Local Differential Privacy. CoRR abs/1911.01402 (2019) - [i16]Xiaolan Gu, Ming Li, Yueqiang Cheng, Li Xiong, Yang Cao:
PCKV: Locally Differentially Private Correlated Key-Value Data Collection with Optimized Utility. CoRR abs/1911.12834 (2019) - [i15]Peter Kairouz, H. Brendan McMahan, Brendan Avent, Aurélien Bellet, Mehdi Bennis, Arjun Nitin Bhagoji, Kallista A. Bonawitz, Zachary Charles, Graham Cormode, Rachel Cummings, Rafael G. L. D'Oliveira, Salim El Rouayheb, David Evans, Josh Gardner, Zachary Garrett, Adrià Gascón, Badih Ghazi, Phillip B. Gibbons, Marco Gruteser, Zaïd Harchaoui, Chaoyang He, Lie He, Zhouyuan Huo, Ben Hutchinson, Justin Hsu, Martin Jaggi, Tara Javidi, Gauri Joshi, Mikhail Khodak, Jakub Konecný, Aleksandra Korolova, Farinaz Koushanfar, Sanmi Koyejo, Tancrède Lepoint, Yang Liu, Prateek Mittal, Mehryar Mohri, Richard Nock, Ayfer Özgür, Rasmus Pagh, Mariana Raykova, Hang Qi, Daniel Ramage, Ramesh Raskar, Dawn Song, Weikang Song, Sebastian U. Stich, Ziteng Sun, Ananda Theertha Suresh, Florian Tramèr, Praneeth Vepakomma, Jianyu Wang, Li Xiong, Zheng Xu, Qiang Yang, Felix X. Yu, Han Yu, Sen Zhao:
Advances and Open Problems in Federated Learning. CoRR abs/1912.04977 (2019) - 2018
- [i14]Jinfei Liu, Juncheng Yang, Li Xiong, Jian Pei:
Secure and Efficient Skyline Queries on Encrypted Data. CoRR abs/1806.01168 (2018) - [i13]Wenhui Yu, Huidi Zhang, Xiangnan He, Xu Chen, Li Xiong, Zheng Qin:
Aesthetic-based Clothing Recommendation. CoRR abs/1809.05822 (2018) - [i12]Yang Cao, Yonghui Xiao, Li Xiong, Liquan Bai:
PriSTE: From Location Privacy to Spatiotemporal Event Privacy. CoRR abs/1810.09152 (2018) - [i11]Jinfei Liu, Juncheng Yang, Li Xiong, Jian Pei, Jun Luo, Yuzhang Guo, Shuaicheng Ma, Chenglin Fan:
Skyline Diagram: Efficient Space Partitioning for Skyline Queries. CoRR abs/1812.01663 (2018) - 2017
- [i10]Jinfei Liu, Li Xiong, Qiuchen Zhang, Jun Luo:
Eclipse: Practicability Beyond 1NN and Skyline. CoRR abs/1707.01223 (2017) - [i9]Yang Cao, Masatoshi Yoshikawa, Yonghui Xiao, Li Xiong:
Quantifying Differential Privacy in Continuous Data Release under Temporal Correlations. CoRR abs/1711.11436 (2017) - 2016
- [i8]Yonghui Xiao, Yilin Shen, Jinfei Liu, Li Xiong, Hongxia Jin, Xiaofeng Xu:
DPHMM: Customizable Data Release with Differential Privacy via Hidden Markov Model. CoRR abs/1609.09172 (2016) - [i7]Yang Cao, Masatoshi Yoshikawa, Yonghui Xiao, Li Xiong:
Quantifying Differential Privacy under Temporal Correlations. CoRR abs/1610.07543 (2016) - 2014
- [i6]Yonghui Xiao, Li Xiong:
Dynamic Differential Privacy for Location based Applications. CoRR abs/1410.5919 (2014) - [i5]Xiaofeng Xu, Li Xiong, Vaidy S. Sunderam, Jinfei Liu, Jun Luo:
Speed Partitioning for Indexing Moving Objects. CoRR abs/1411.4940 (2014) - 2012
- [i4]Liyue Fan, Li Xiong:
Adaptively Sharing Time-Series with Differential Privacy. CoRR abs/1202.3461 (2012) - [i3]Yonghui Xiao, Li Xiong, Liyue Fan, Slawomir Goryczka:
DPCube: Differentially Private Histogram Release through Multidimensional Partitioning. CoRR abs/1202.5358 (2012) - [i2]Yonghui Xiao, Li Xiong:
Online query answering with differential privacy: a utility-driven approach using Bayesian inference. CoRR abs/1203.0617 (2012) - [i1]Luca Bonomi, Li Xiong, Rui Chen, Benjamin C. M. Fung:
Privacy Preserving Record Linkage via grams Projections. CoRR abs/1208.2773 (2012)
Coauthor Index
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