Li Xiong

318 papers A* 45A 26B 20C 3Misc 8Journal 149Unranked 53
YearRankTypeTitle / Venue / Authors
2026 J jnl
Automated Membership Inference Attacks: Discovering MIA Signal Computations using LLM Agents.
CoRR
Toan Tran, Olivera Kotevska, Li Xiong
2026 J jnl
BicKD: Bilateral Contrastive Knowledge Distillation.
CoRR
Jiangnan Zhu, Yukai Xu, Li Xiong, Yixuan Liu, Junxu Liu, Hong Kyu Lee, Yujie Gu
2025 J jnl
Auto-Search and Refinement: An Automated Framework for Gender Bias Mitigation in Large Language Models.
CoRR
Yue Xu, Chengyan Fu, Li Xiong, Sibei Yang, Wenjie Wang
2025 J jnl
B
Proc. ACM Manag. Data
Yihao Zheng, Jinfei Liu, Kui Ren, Li Xiong
2025 J jnl
Computing Shapley Values for Dynamic Data.
IEEE Trans. Knowl. Data Eng.
Haocheng Xia, Jiayao Zhang, Qiheng Sun, Jinfei Liu, Kui Ren, Li Xiong, Jian Pei
2025 A* conf
Contrastive Unlearning: A Contrastive Approach to Machine Unlearning.
IJCAI
Hong-Kyu Lee, Qiuchen Zhang, Carl Yang, Jian Lou, Li Xiong
2025 A* conf
DP-BREM: Differentially-Private and Byzantine-Robust Federated Learning with Client Momentum.
USENIX Security Symposium
Xiaolan Gu, Ming Li, Li Xiong
2025 J jnl
Direct Token Optimization: A Self-contained Approach to Large Language Model Unlearning.
CoRR
Hong-Kyu Lee, Ruixuan Liu, Li Xiong
2025 J jnl
FedSGT: Exact Federated Unlearning via Sequential Group-based Training.
CoRR
Bokang Zhang, Hong Guan, Hong Kyu Lee, Ruixuan Liu, Jia Zou, Li Xiong
2025 J jnl
FusionDP: Foundation Model-Assisted Differentially Private Learning for Partially Sensitive Features.
CoRR
Linghui Zeng, Ruixuan Liu, Atiquer Rahman Sarkar, Xiaoqian Jiang, Joyce C. Ho, Li Xiong
2025 B conf
Geo-Llama: Leveraging LLMs for Human Mobility Trajectory Generation with Constraints.
MDM
Siyu Li, Toan Tran, Haowen Lin, John Krumm, Cyrus Shahabi, Lingyi Zhao, Khurram Shafique, Li Xiong
2025 J jnl
Node-level Contrastive Unlearning on Graph Neural Networks.
CoRR
Hong-Kyu Lee, Qiuchen Zhang, Carl Yang, Li Xiong
2025 J jnl
Privacy and Accuracy-Aware AI/ML Model Deduplication.
CoRR
Hong Guan, Lei Yu, Lixi Zhou, Li Xiong, Kanchan Chowdhury, Lulu Xie, Xusheng Xiao, Jia Zou
2025 J jnl
Privacy and Accuracy-Aware AI/ML Model Deduplication.
Proc. ACM Manag. Data
Hong Guan, Lei Yu, Lixi Zhou, Li Xiong, Kanchan Chowdhury, Lulu Xie, Xusheng Xiao, Jia Zou
2025 J jnl
Sharpness-Aware Parameter Selection for Machine Unlearning.
CoRR
Saber Malekmohammadi, Hong-Kyu Lee, Li Xiong
2025 — conf
Simulated Infectious Diseases Datasets with Controlled Data Bias.
KDD (2)
Ruochen Kong, Taylor Anderson, Matthew Scotch, David J. Heslop, Yonchanok Khaokaew, Hao Xue, Li Xiong, Chandini Raina MacIntyre, Flora D. Salim, Andreas Züfle
2025 — conf
Tokens for Learning, Tokens for Unlearning: Mitigating Membership Inference Attacks in Large Language Models via Dual-Purpose Training.
ACL (Findings)
Toan Tran, Ruixuan Liu, Li Xiong
2025 J jnl
Tokens for Learning, Tokens for Unlearning: Mitigating Membership Inference Attacks in Large Language Models via Dual-Purpose Training.
CoRR
Toan Tran, Ruixuan Liu, Li Xiong
2025 J jnl
TransFed: cross-domain feature alignment for semi-supervised federated transfer learning.
Mach. Learn.
Linghui Zeng, Ruixuan Liu, Li Xiong, Joyce C. Ho
2024 J jnl
A Survey on Data Markets.
CoRR
Jiayao Zhang, Yuran Bi, Mengye Cheng, Jinfei Liu, Kui Ren, Qiheng Sun, Yihang Wu, Yang Cao, Raul Castro Fernandez, Haifeng Xu, Ruoxi Jia, Yongchan Kwon, Jian Pei, Jiachen T. Wang, Haocheng Xia, Li Xiong, Xiaohui Yu, James Zou
2024 — conf
Black-White Differences in Chronic Stress Exposures to Predict Preterm Birth: Interpretable, Race/Ethnicity-Specific Machine Learning Models.
Nursing Informatics
Sangmi Kim, Melinda K. Higgins, Patricia Brennan, George M. Slavich, Li Xiong, Vicki Hertzberg, Ursula Kelly, Anne L. Dunlop
2024 J jnl
Contrastive Unlearning: A Contrastive Approach to Machine Unlearning.
CoRR
Hong-Kyu Lee, Qiuchen Zhang, Carl Yang, Jian Lou, Li Xiong
2024 A* conf
Controllable Visit Trajectory Generation with Spatiotemporal Constraints.
ICDM
Haowen Lin, John Krumm, Cyrus Shahabi, Li Xiong
2024 A* conf
Cross-silo Federated Learning with Record-level Personalized Differential Privacy.
CCS
Junxu Liu, Jian Lou, Li Xiong, Jinfei Liu, Xiaofeng Meng
2024 J jnl
Cross-silo Federated Learning with Record-level Personalized Differential Privacy.
CoRR
Junxu Liu, Jian Lou, Li Xiong, Jinfei Liu, Xiaofeng Meng
2024 A* conf
DPAR: Decoupled Graph Neural Networks with Node-Level Differential Privacy.
WWW
Qiuchen Zhang, Hong-Kyu Lee, Jing Ma, Jian Lou, Carl Yang, Li Xiong
2024 J jnl
DPDR: Gradient Decomposition and Reconstruction for Differentially Private Deep Learning.
CoRR
Yixuan Liu, Li Xiong, Yuhan Liu, Yujie Gu, Ruixuan Liu, Hong Chen
2024 B conf
Does Differential Privacy Prevent Backdoor Attacks in Practice?
DBSec
Fereshteh Razmi, Jian Lou, Li Xiong
2024 A conf
Enhanced Privacy Bound for Shuffle Model with Personalized Privacy.
CIKM
Yixuan Liu, Yuhan Liu, Li Xiong, Yujie Gu, Hong Chen
2024 J jnl
Enhanced Privacy Bound for Shuffle Model with Personalized Privacy.
CoRR
Yixuan Liu, Yuhan Liu, Li Xiong, Yujie Gu, Hong Chen
2024 J jnl
ExpShield: Safeguarding Web Text from Unauthorized Crawling and Language Modeling Exploitation.
CoRR
Ruixuan Liu, Toan Tran, Tianhao Wang, Hongsheng Hu, Shuo Wang, Li Xiong
2024 A conf
Federated Node Classification over Distributed Ego-Networks with Secure Contrastive Embedding Sharing.
CIKM
Han Xie, Li Xiong, Carl Yang
2024 J jnl
Front Matter.
Proc. VLDB Endow.
Meihui Zhang, Cyrus Shahabi, Ju Fan, Yang Cao, Xiaoou Ding, Divesh Srivastava, Nesime Tatbul, Sihem Amer-Yahia, Yongxin Tong, Yuncheng Wu, Li Xiong, Torsten Grust, Themis Palpanas, Philippe Bonnet, Haixun Wang, Wook-Shin Han, Ibrahim Sabek, M. Tamer Özsu, Xiaofang Zhou
2024 J jnl
Geo-Llama: Leveraging LLMs for Human Mobility Trajectory Generation with Spatiotemporal Constraints.
CoRR
Siyu Li, Toan Tran, Haowen Lin, John Krumm, Cyrus Shahabi, Li Xiong
2024 J jnl
HRNet: Differentially Private Hierarchical and Multi-Resolution Network for Human Mobility Data Synthesization.
CoRR
Shun Takagi, Li Xiong, Fumiyuki Kato, Yang Cao, Masatoshi Yoshikawa
2024 J jnl
HRNet: Differentially Private Hierarchical and Multi-Resolution Network for Human Mobility Data Synthesization.
Proc. VLDB Endow.
Shun Takagi, Li Xiong, Fumiyuki Kato, Yang Cao, Masatoshi Yoshikawa
2024 A* conf
IGAMT: Privacy-Preserving Electronic Health Record Synthesization with Heterogeneity and Irregularity.
AAAI
Wenjie Wang, Pengfei Tang, Jian Lou, Yuanming Shao, Lance Waller, Yi-An Ko, Li Xiong
2024 J jnl
Leveraging Simulation Data to Understand Bias in Predictive Models of Infectious Disease Spread.
ACM Trans. Spatial Algorithms Syst.
Andreas Züfle, Flora D. Salim, Taylor Anderson, Matthew Scotch, Li Xiong, Kacper Sokol, Hao Xue, Ruochen Kong, David J. Heslop, Hye-Young Paik, C. Raina MacIntyre
2024 J jnl
Mobility Data Science: Perspectives and Challenges.
ACM Trans. Spatial Algorithms Syst.
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-Seok Kim, Kyoung-Sook Kim, Peer Kröger, John Krumm, Johannes Lauer, Amr Magdy, Mario A. Nascimento, Siva Ravada, Matthias Renz, Dimitris Sacharidis, Flora D. Salim, Mohamed Sarwat, Maxime Schoemans, Cyrus Shahabi, 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
2024 J jnl
P-Shapley: Shapley Values on Probabilistic Classifiers.
Proc. VLDB Endow.
Haocheng Xia, Xiang Li, Junyuan Pang, Jinfei Liu, Kui Ren, Li Xiong
2024 — conf
Patient-Centered and Practical Privacy to Support AI for Healthcare.
TPS-ISA
Ruixuan Liu, Hong-Kyu Lee, Sivasubramanium V. Bhavani, Xiaoqian Jiang, Lucila Ohno-Machado, Li Xiong
2024 A* conf
PreCurious: How Innocent Pre-Trained Language Models Turn into Privacy Traps.
CCS
Ruixuan Liu, Tianhao Wang, Yang Cao, Li Xiong
2024 J jnl
PreCurious: How Innocent Pre-Trained Language Models Turn into Privacy Traps.
CoRR
Ruixuan Liu, Tianhao Wang, Yang Cao, Li Xiong
2024 — ed.
Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems, SIGSPATIAL 2024, Atlanta, GA, USA, 29 October 2024 - 1 November 2024
SIGSPATIAL/GIS
Mario A. Nascimento, Li Xiong, Andreas Züfle, Yao-Yi Chiang, Ahmed Eldawy, Peer Kröger
2024 J jnl
Shapley Value Approximation Based on Complementary Contribution.
IEEE Trans. Knowl. Data Eng.
Qiheng Sun, Jiayao Zhang, Jinfei Liu, Li Xiong, Jian Pei, Kui Ren
2024 A* conf
Share: Stackelberg-Nash based Data Markets.
ICDE
Yuran Bi, Jinfei Liu, Chen Zhao, Junyi Zhao, Kui Ren, Li Xiong
2024 A* conf
TabularMark: Watermarking Tabular Datasets for Machine Learning.
CCS
Yihao Zheng, Haocheng Xia, Junyuan Pang, Jinfei Liu, Kui Ren, Lingyang Chu, Yang Cao, Li Xiong
2024 J jnl
TabularMark: Watermarking Tabular Datasets for Machine Learning.
CoRR
Yihao Zheng, Haocheng Xia, Junyuan Pang, Jinfei Liu, Kui Ren, Lingyang Chu, Yang Cao, Li Xiong
2024 J jnl
Uldp-FL: Federated Learning with Across Silo User-Level Differential Privacy.
Proc. VLDB Endow.
Fumiyuki Kato, Li Xiong, Shun Takagi, Yang Cao, Masatoshi Yoshikawa
2024 A conf
Unified Modeling and Clustering of Mobility Trajectories with Spatiotemporal Point Processes.
SDM
Haowen Lin, Yao-Yi Chiang, Li Xiong, Cyrus Shahabi
2024 A* conf
When Data Pricing Meets Non-Cooperative Game Theory.
ICDE
Yuran Bi, Yihang Wu, Jinfei Liu, Kui Ren, Li Xiong
2023 J jnl
CIKM 2022 Conference Report.
SIGWEB Newsl.
Mohammad Al Hasan, Li Xiong
2023 B conf
CSGAN: Modality-Aware Trajectory Generation via Clustering-based Sequence GAN.
MDM
Minxing Zhang, Haowen Lin, Shun Takagi, Yang Cao, Cyrus Shahabi, Li Xiong
2023 J jnl
Challenges towards the Next Frontier in Privacy.
CoRR
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
2023 B conf
Classification Auto-Encoder Based Detector Against Diverse Data Poisoning Attacks.
DBSec
Fereshteh Razmi, Li Xiong
2023 A conf
Closed-form Machine Unlearning for Matrix Factorization.
CIKM
Shuijing Zhang, Jian Lou, Li Xiong, Xiaoyu Zhang, Jing Liu
2023 J jnl
Comparison of time series clustering methods for identifying novel subphenotypes of patients with infection.
J. Am. Medical Informatics Assoc.
Sivasubramanium V. Bhavani, Li Xiong, Abish Pius, Matthew W. Semler, Edward T. Qian, Philip A. Verhoef, Chad Robichaux, Craig M. Coopersmith, Matthew M. Churpek
2023 J jnl
DP-BREM: Differentially-Private and Byzantine-Robust Federated Learning with Client Momentum.
CoRR
Xiaolan Gu, Ming Li, Li Xiong
2023 J jnl
Does Differential Privacy Prevent Backdoor Attacks in Practice?
CoRR
Fereshteh Razmi, Jian Lou, Li Xiong
2023 A* conf
Dynamic Shapley Value Computation.
ICDE
Jiayao Zhang, Haocheng Xia, Qiheng Sun, Jinfei Liu, Li Xiong, Jian Pei, Kui Ren
2023 A* conf
Echo of Neighbors: Privacy Amplification for Personalized Private Federated Learning with Shuffle Model.
AAAI
Yixuan Liu, Suyun Zhao, Li Xiong, Yuhan Liu, Hong Chen
2023 J jnl
Echo of Neighbors: Privacy Amplification for Personalized Private Federated Learning with Shuffle Model.
CoRR
Yixuan Liu, Suyun Zhao, Li Xiong, Yuhan Liu, Hong Chen
2023 J jnl
Efficient Sampling Approaches to Shapley Value Approximation.
Proc. ACM Manag. Data
Jiayao Zhang, Qiheng Sun, Jinfei Liu, Li Xiong, Jian Pei, Kui Ren
2023 J jnl
Equitable Data Valuation Meets the Right to Be Forgotten in Model Markets.
Proc. VLDB Endow.
Haocheng Xia, Jinfei Liu, Jian Lou, Zhan Qin, Kui Ren, Yang Cao, Li Xiong
2023 A* conf
EulerFD: An Efficient Double-Cycle Approximation of Functional Dependencies.
ICDE
Qiongqiong Lin, Yunfan Gu, Jingyan Sai, Jinfei Liu, Kui Ren, Li Xiong, Tianzhen Wang, Yanbei Pang, Sheng Wang, Feifei Li
2023 A* conf
Federated Node Classification over Graphs with Latent Link-type Heterogeneity.
WWW
Han Xie, Li Xiong, Carl Yang
2023 — conf
Interpretation Attacks and Defenses on Predictive Models Using Electronic Health Records.
ECML/PKDD (3)
Fereshteh Razmi, Jian Lou, Yuan Hong, Li Xiong
2023 — conf
MULTIPAR: Supervised Irregular Tensor Factorization with Multi-task Learning for Computational Phenotyping.
ML4H@NeurIPS
Yifei Ren, Jian Lou, Li Xiong, Joyce C. Ho, Xiaoqian Jiang, Sivasubramanium Venkatraman Bhavani
2023 A* conf
MUter: Machine Unlearning on Adversarially Trained Models.
ICCV
Junxu Liu, Mingsheng Xue, Jian Lou, Xiaoyu Zhang, Li Xiong, Zhan Qin
2023 A conf
Personalized Differentially Private Federated Learning without Exposing Privacy Budgets.
CIKM
Junxu Liu, Jian Lou, Li Xiong, Xiaofeng Meng
2023 A* conf
ShapleyFL: Robust Federated Learning Based on Shapley Value.
KDD
Qiheng Sun, Xiang Li, Jiayao Zhang, Li Xiong, Weiran Liu, Jinfei Liu, Zhan Qin, Kui Ren
2023 — conf
Supporting Pandemic Preparedness with Privacy Enhancing Technology.
TPS-ISA
Ruixuan Liu, Sepanta Zeighami, Haowen Lin, Cyrus Shahabi, Yang Cao, Shun Takagi, Yoko Konishi, Masatoshi Yoshikawa, Li Xiong
2023 — conf
Synthetic Information and Digital Twins for Pandemic Science: Challenges and Opportunities.
TPS-ISA
Galen Harrison, Przemyslaw J. Porebski, Jiangzhuo Chen, Mandy L. Wilson, Henning S. Mortveit, Parantapa Bhattacharya, Dawen Xie, Stefan Hoops, Anil Vullikanti, Li Xiong, James Joshi, Madhav V. Marathe
2023 J jnl
Towards Mobility Data Science (Vision Paper).
CoRR
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-Seok 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
2023 J jnl
ULDP-FL: Federated Learning with Across Silo User-Level Differential Privacy.
CoRR
Fumiyuki Kato, Li Xiong, Shun Takagi, Yang Cao, Masatoshi Yoshikawa
2023 J jnl
Wasserstein Adversarial Examples on Univariant Time Series Data.
CoRR
Wenjie Wang, Li Xiong, Jian Lou
2022 Misc conf
Existing and emerging privacy challenges and solutions for federated data coordination.
AMIA
Tsung-Ting Kuo, Xiaoqian Jiang, Hua Xu, Li Xiong, Lucila Ohno-Machado
2022 A conf
Federated Pruning: Improving Neural Network Efficiency with Federated Learning.
INTERSPEECH
Rongmei Lin, Yonghui Xiao, Tien-Ju Yang, Ding Zhao, Li Xiong, Giovanni Motta, Françoise Beaufays
2022 J jnl
Federated Pruning: Improving Neural Network Efficiency with Federated Learning.
CoRR
Rongmei Lin, Yonghui Xiao, Tien-Ju Yang, Ding Zhao, Li Xiong, Giovanni Motta, Françoise Beaufays
2022 J jnl
Generating Adversarial Examples With Distance Constrained Adversarial Imitation Networks.
IEEE Trans. Dependable Secur. Comput.
Pengfei Tang, Wenjie Wang, Jian Lou, Li Xiong
2022 J jnl
Introduction to the Special Issue on Contact Tracing.
ACM Trans. Spatial Algorithms Syst.
Mohamed F. Mokbel, Li Xiong, Demetrios Zeinalipour-Yazti
2022 A* conf
L-SRR: Local Differential Privacy for Location-Based Services with Staircase Randomized Response.
CCS
Han Wang, Hanbin Hong, Li Xiong, Zhan Qin, Yuan Hong
2022 J jnl
L-SRR: Local Differential Privacy for Location-Based Services with Staircase Randomized Response.
CoRR
Han Wang, Hanbin Hong, Li Xiong, Zhan Qin, Yuan Hong
2022 J jnl
MULTIPAR: Supervised Irregular Tensor Factorization with Multi-task Learning.
CoRR
Yifei Ren, Jian Lou, Li Xiong, Joyce C. Ho, Xiaoqian Jiang, Sivasubramanium Bhavani
2022 J jnl
Mobility Data Science (Dagstuhl Seminar 22021).
Dagstuhl Reports
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-Seok 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
2022 — conf
Multi-View Active Learning for Short Text Classification in User-Generated Data.
EMNLP (Findings)
Payam Karisani, Negin Karisani, Li Xiong
2022 J jnl
Private Semi-supervised Knowledge Transfer for Deep Learning from Noisy Labels.
CoRR
Qiuchen Zhang, Jing Ma, Jian Lou, Li Xiong, Xiaoqian Jiang
2022 A ed.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
CIKM
Mohammad Al Hasan, Li Xiong
2022 A conf
RobustFed: A Truth Inference Approach for Robust Federated Learning.
CIKM
Farnaz Tahmasebian, Jian Lou, Li Xiong
2022 J jnl
Towards Training Graph Neural Networks with Node-Level Differential Privacy.
CoRR
Qiuchen Zhang, Jing Ma, Jian Lou, Carl Yang, Li Xiong
2021 J jnl
Advances and Open Problems in Federated Learning.
Found. Trends Mach. Learn.
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
2021 J jnl
An Analysis Of Protected Health Information Leakage In Deep-Learning Based De-Identification Algorithms.
CoRR
Salman Seyedi, Li Xiong, Shamim Nemati, Gari D. Clifford
2021 J jnl
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
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
2021 — conf
Certified Robustness to Word Substitution Attack with Differential Privacy.
NAACL-HLT
Wenjie Wang, Pengfei Tang, Jian Lou, Li Xiong
2021 J jnl
Classification Auto-Encoder based Detector against Diverse Data Poisoning Attacks.
CoRR
Fereshteh Razmi, Li Xiong
2021 A* conf
Communication Efficient Federated Generalized Tensor Factorization for Collaborative Health Data Analytics.
WWW
Jing Ma, Qiuchen Zhang, Jian Lou, Li Xiong, Joyce C. Ho
2021 A* conf
Communication Efficient Tensor Factorization for Decentralized Healthcare Networks.
ICDM
Jing Ma, Qiuchen Zhang, Jian Lou, Li Xiong, Sivasubramanium Bhavani, Joyce C. Ho
2021 J jnl
Communication Efficient Tensor Factorization for Decentralized Healthcare Networks.
CoRR
Jing Ma, Qiuchen Zhang, Jian Lou, Li Xiong, Sivasubramanium Bhavani, Joyce C. Ho
2021 J jnl
Contextual Multi-View Query Learning for Short Text Classification in User-Generated Data.
CoRR
Payam Karisani, Negin Karisani, Li Xiong
2021 J jnl
CrowdTeacher: Robust Co-teaching with Noisy Answers & Sample-specific Perturbations for Tabular Data.
CoRR
Mani Sotoodeh, Li Xiong, Joyce C. Ho
2021 — conf
CrowdTeacher: Robust Co-teaching with Noisy Answers and Sample-Specific Perturbations for Tabular Data.
PAKDD (2)
Mani Sotoodeh, Li Xiong, Joyce C. Ho
2021 J jnl
Dealer: An End-to-End Model Marketplace with Differential Privacy.
Proc. VLDB Endow.
Jinfei Liu, Jian Lou, Junxu Liu, Li Xiong, Jian Pei, Jimeng Sun
2021 J jnl
Demonstration of Dealer: An End-to-End Model Marketplace with Differential Privacy.
Proc. VLDB Endow.
Jinfei Liu, Qiongqiong Lin, Jiayao Zhang, Kui Ren, Jian Lou, Junxu Liu, Li Xiong, Jian Pei, Jimeng Sun
2021 A* conf
Eclipse: Generalizing kNN and Skyline.
ICDE
Jinfei Liu, Li Xiong, Qiuchen Zhang, Jian Pei, Jun Luo
2021 A* conf
Federated Graph Classification over Non-IID Graphs.
NeurIPS
Han Xie, Jing Ma, Li Xiong, Carl Yang
2021 J jnl
Federated Graph Classification over Non-IID Graphs.
CoRR
Han Xie, Jing Ma, Li Xiong, Carl Yang
2021 A conf
Fraud Buster: Tracking IRSF Using Blockchain While Protecting Business Confidentiality.
CIDR
Shuaicheng Ma, Tamraparni Dasu, Yaron Kanza, Divesh Srivastava, Li Xiong
2021 J jnl
Group-Based Skyline for Pareto Optimal Groups.
IEEE Trans. Knowl. Data Eng.
Jinfei Liu, Li Xiong, Jian Pei, Jun Luo, Haoyu Zhang, Wenhui Yu
2021 A* conf
Integer-arithmetic-only Certified Robustness for Quantized Neural Networks.
ICCV
Haowen Lin, Jian Lou, Li Xiong, Cyrus Shahabi
2021 J jnl
Integer-arithmetic-only Certified Robustness for Quantized Neural Networks.
CoRR
Haowen Lin, Jian Lou, Li Xiong, Cyrus Shahabi
2021 A conf
Learning with Hyperspherical Uniformity.
AISTATS
Weiyang Liu, Rongmei Lin, Zhen Liu, Li Xiong, Bernhard Schölkopf, Adrian Weller
2021 J jnl
Learning with Hyperspherical Uniformity.
CoRR
Weiyang Liu, Rongmei Lin, Zhen Liu, Li Xiong, Bernhard Schölkopf, Adrian Weller
2021 A* conf
Orthogonal Over-Parameterized Training.
CVPR
Weiyang Liu, Rongmei Lin, Zhen Liu, James M. Rehg, Liam Paull, Li Xiong, Le Song, Adrian Weller
2021 A* conf
PAM: Understanding Product Images in Cross Product Category Attribute Extraction.
KDD
Rongmei Lin, Xiang He, Jie Feng, Nasser Zalmout, Yan Liang, Li Xiong, Xin Luna Dong
2021 J jnl
PAM: Understanding Product Images in Cross Product Category Attribute Extraction.
CoRR
Rongmei Lin, Xiang He, Jie Feng, Nasser Zalmout, Yan Liang, Li Xiong, Xin Luna Dong
2021 J jnl
PRECAD: Privacy-Preserving and Robust Federated Learning via Crypto-Aided Differential Privacy.
CoRR
Xiaolan Gu, Ming Li, Li Xiong
2021 Misc conf
Privacy-Preserving Federated Biomedical Data Analysis.
AMIA
Xiaoqian Jiang, Luca Bonomi, Jaideep Vaidya, Li Xiong, Lucila Ohno-Machado
2021 A* conf
Private Stochastic Non-convex Optimization with Improved Utility Rates.
IJCAI
Qiuchen Zhang, Jing Ma, Jian Lou, Li Xiong
2021 J jnl
Projected Federated Averaging with Heterogeneous Differential Privacy.
Proc. VLDB Endow.
Junxu Liu, Jian Lou, Li Xiong, Jinfei Liu, Xiaofeng Meng
2021 J jnl
Protecting Spatiotemporal Event Privacy in Continuous Location-Based Services.
IEEE Trans. Knowl. Data Eng.
Yang Cao, Yonghui Xiao, Li Xiong, Liquan Bai, Masatoshi Yoshikawa
2021 A* conf
REACT: Real-Time Contact Tracing and Risk Monitoring via Privacy-Enhanced Mobile Tracking.
ICDE
Yanan Da, Ritesh Ahuja, Li Xiong, Cyrus Shahabi
2021 J jnl
RobustFed: A Truth Inference Approach for Robust Federated Learning.
CoRR
Farnaz Tahmasebian, Jian Lou, Li Xiong
2021 J jnl
SemiFed: Semi-supervised Federated Learning with Consistency and Pseudo-Labeling.
CoRR
Haowen Lin, Jian Lou, Li Xiong, Cyrus Shahabi
2021 J jnl
Skyline Diagram: Efficient Space Partitioning for Skyline Queries.
IEEE Trans. Knowl. Data Eng.
Jinfei Liu, Juncheng Yang, Li Xiong, Jian Pei, Jun Luo, Yuzhang Guo, Shuaicheng Ma, Chenglin Fan
2021 A conf
Temporal Network Embedding via Tensor Factorization.
CIKM
Jing Ma, Qiuchen Zhang, Jian Lou, Li Xiong, Joyce C. Ho
2021 J jnl
Temporal Network Embedding via Tensor Factorization.
CoRR
Jing Ma, Qiuchen Zhang, Jian Lou, Li Xiong, Joyce C. Ho
2021 — conf
Transparent Contribution Evaluation for Secure Federated Learning on Blockchain.
ICDE Workshops
Shuaicheng Ma, Yang Cao, Li Xiong
2021 J jnl
Transparent Contribution Evaluation for Secure Federated Learning on Blockchain.
CoRR
Shuaicheng Ma, Yang Cao, Li Xiong
2021 — conf
View Distillation with Unlabeled Data for Extracting Adverse Drug Effects from User-Generated Data.
SMM4H@NAACL-HLT
Payam Karisani, Jinho D. Choi, Li Xiong
2021 J jnl
View Distillation with Unlabeled Data for Extracting Adverse Drug Effects from User-Generated Data.
CoRR
Payam Karisani, Jinho D. Choi, Li Xiong
2021 J jnl
Visually aware recommendation with aesthetic features.
VLDB J.
Wenhui Yu, Xiangnan He, Jian Pei, Xu Chen, Li Xiong, Jinfei Liu, Zheng Qin
2020 — ed.
2020 IEEE International Conference on Big Data (IEEE BigData 2020), Atlanta, GA, USA, December 10-13, 2020
IEEE BigData
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 — conf
Broadening Differential Privacy for Deep Learning Against Model Inversion Attacks.
IEEE BigData
Qiuchen Zhang, Jing Ma, Yonghui Xiao, Jian Lou, Li Xiong
2020 B conf
Crowdsourcing Under Data Poisoning Attacks: A Comparative Study.
DBSec
Farnaz Tahmasebian, Li Xiong, Mani Sotoodeh, Vaidy S. Sunderam
2020 J jnl
Customizable and Rigorous Location Privacy through Policy Graph.
CoRR
Yang Cao, Yonghui Xiao, Shun Takagi, Li Xiong, Masatoshi Yoshikawa, Yilin Shen, Jinfei Liu, Hongxia Jin, Xiaofeng Xu
2020 — conf
EdgeInfer: Robust Truth Inference under Data Poisoning Attack.
SMDS
Farnaz Tahmasebian, Li Xiong, Mani Sotoodeh, Vaidy S. Sunderam
2020 J jnl
Efficient Contour Computation of Group-Based Skyline.
IEEE Trans. Knowl. Data Eng.
Wenhui Yu, Jinfei Liu, Jian Pei, Li Xiong, Xu Chen, Zheng Qin
2020 J jnl
Generating sequential electronic health records using dual adversarial autoencoder.
J. Am. Medical Informatics Assoc.
Dongha Lee, Hwanjo Yu, Xiaoqian Jiang, Deevakar Rogith, Meghana Gudala, Mubeen Tejani, Qiuchen Zhang, Li Xiong
2020 J jnl
Orthogonal Over-Parameterized Training.
CoRR
Weiyang Liu, Rongmei Lin, Zhen Liu, James M. Rehg, Li Xiong, Le Song
2020 J jnl
PANDA: Policy-aware Location Privacy for Epidemic Surveillance.
CoRR
Yang Cao, Shun Takagi, Yonghui Xiao, Li Xiong, Masatoshi Yoshikawa
2020 J jnl
PANDA: Policy-aware Location Privacy for Epidemic Surveillance.
Proc. VLDB Endow.
Yang Cao, Shun Takagi, Yonghui Xiao, Li Xiong, Masatoshi Yoshikawa
2020 A* conf
PCKV: Locally Differentially Private Correlated Key-Value Data Collection with Optimized Utility.
USENIX Security Symposium
Xiaolan Gu, Ming Li, Yueqiang Cheng, Li Xiong, Yang Cao
2020 — conf
PGLP: Customizable and Rigorous Location Privacy Through Policy Graph.
ESORICS (1)
Yang Cao, Yonghui Xiao, Shun Takagi, Li Xiong, Masatoshi Yoshikawa, Yilin Shen, Jinfei Liu, Hongxia Jin, Xiaofeng Xu
2020 A* conf
Providing Input-Discriminative Protection for Local Differential Privacy.
ICDE
Xiaolan Gu, Ming Li, Li Xiong, Yang Cao
2020 — conf
RADAR: Recurrent Autoencoder Based Detector for Adversarial Examples on Temporal EHR.
ECML/PKDD (4)
Wenjie Wang, Pengfei Tang, Li Xiong, Xiaoqian Jiang
2020 J jnl
REACT: real-time contact tracing and risk monitoring using privacy-enhanced mobile tracking.
ACM SIGSPATIAL Special
Li Xiong, Cyrus Shahabi, Yanan Da, Ritesh Ahuja, Vicki Hertzberg, Lance Waller, Xiaoqian Jiang, Amy Franklin
2020 A* conf
Regularizing Neural Networks via Minimizing Hyperspherical Energy.
CVPR
Rongmei Lin, Weiyang Liu, Zhen Liu, Chen Feng, Zhiding Yu, James M. Rehg, Li Xiong, Le Song
2020 A conf
Robust Irregular Tensor Factorization and Completion for Temporal Health Data Analysis.
CIKM
Yifei Ren, Jian Lou, Li Xiong, Joyce C. Ho
2020 — ed.
SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, Seattle, WA, USA, November 3-6, 2020
SIGSPATIAL/GIS
Chang-Tien Lu, Fusheng Wang, Goce Trajcevski, Yan Huang, Shawn D. Newsam, Li Xiong
2020 — conf
Spatio-Temporal Tensor Sketching via Adaptive Sampling.
ECML/PKDD (1)
Jing Ma, Qiuchen Zhang, Joyce C. Ho, Li Xiong
2020 J jnl
Spatio-Temporal Tensor Sketching via Adaptive Sampling.
CoRR
Jing Ma, Qiuchen Zhang, Joyce C. Ho, Li Xiong
2020 J jnl
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
Chang-Tien Lu, Fusheng Wang, Goce Trajcevski, Yan Huang, Shawn D. Newsam, Li Xiong
2020 — conf
Towards Training Robust Private Aggregation of Teacher Ensembles Under Noisy Labels.
IEEE BigData
Qiuchen Zhang, Jing Ma, Jian Lou, Li Xiong, Xiaoqian Jiang
2020 — conf
Utilizing Multimodal Feature Consistency to Detect Adversarial Examples on Clinical Summaries.
ClinicalNLP@EMNLP
Wenjie Wang, Youngja Park, Taesung Lee, Ian M. Molloy, Pengfei Tang, Li Xiong
2019 J jnl
Advances and Open Problems in Federated Learning.
CoRR
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
2019 J jnl
Compressive Hyperspherical Energy Minimization.
CoRR
Rongmei Lin, Weiyang Liu, Zhen Liu, Chen Feng, Zhiding Yu, James M. Rehg, Li Xiong, Le Song
2019 J jnl
Eclipse: Generalizing kNN and Skyline.
CoRR
Jinfei Liu, Li Xiong, Qiuchen Zhang, Jian Pei, Jun Luo
2019 J jnl
Effcient logging and querying for Blockchain-based cross-site genomic dataset access audit.
CoRR
Shuaicheng Ma, Yang Cao, Li Xiong
2019 J jnl
Efficient Contour Computation of Group-based Skyline.
CoRR
Wenhui Yu, Jinfei Liu, Jian Pei, Li Xiong, Xu Chen, Zheng Qin
2019 J jnl
Errata on "Quantifying Differential Privacy in Continuous Data Release under Temporal Correlations".
IEEE Trans. Knowl. Data Eng.
Yang Cao, Masatoshi Yoshikawa, Yonghui Xiao, Li Xiong
2019 J jnl
FastGeo: Efficient Geometric Range Queries on Encrypted Spatial Data.
IEEE Trans. Dependable Secur. Comput.
Boyang Wang, Ming Li, Li Xiong
2019 B conf
Group Nearest Compact POI Set Queries in Road Networks.
MDM
Sen Zhao, Li Xiong
2019 J jnl
PCKV: Locally Differentially Private Correlated Key-Value Data Collection with Optimized Utility.
CoRR
Xiaolan Gu, Ming Li, Yueqiang Cheng, Li Xiong, Yang Cao
2019 A* conf
PriSTE: From Location Privacy to Spatiotemporal Event Privacy.
ICDE
Yang Cao, Yonghui Xiao, Li Xiong, Liquan Bai
2019 J jnl
PriSTE: Protecting Spatiotemporal Event Privacy in Continuous Location-Based Services.
Proc. VLDB Endow.
Yang Cao, Yonghui Xiao, Li Xiong, Liquan Bai, Masatoshi Yoshikawa
2019 A conf
Privacy-Preserving Tensor Factorization for Collaborative Health Data Analysis.
CIKM
Jing Ma, Qiuchen Zhang, Jian Lou, Joyce C. Ho, Li Xiong, Xiaoqian Jiang
2019 J jnl
Privacy-Preserving Tensor Factorization for Collaborative Health Data Analysis.
CoRR
Jing Ma, Qiuchen Zhang, Jian Lou, Joyce C. Ho, Li Xiong, Xiaoqian Jiang
2019 J jnl
Protecting Spatiotemporal Event Privacy in Continuous Location-Based Services.
CoRR
Yang Cao, Yonghui Xiao, Li Xiong, Liquan Bai, Masatoshi Yoshikawa
2019 J jnl
Providing Input-Discriminative Protection for Local Differential Privacy.
CoRR
Xiaolan Gu, Ming Li, Li Xiong, Yang Cao
2019 J jnl
Quantifying Differential Privacy in Continuous Data Release Under Temporal Correlations.
IEEE Trans. Knowl. Data Eng.
Yang Cao, Masatoshi Yoshikawa, Yonghui Xiao, Li Xiong
2019 J jnl
Secure and Efficient Skyline Queries on Encrypted Data.
IEEE Trans. Knowl. Data Eng.
Jinfei Liu, Juncheng Yang, Li Xiong, Jian Pei
2019 A conf
SkyRec: Finding Pareto Optimal Groups.
CIKM
Jinfei Liu, Li Xiong, Jian Pei, Jun Luo, Haoyu Zhang, Si Zhang
2019 — conf
Supporting Both Range Queries and Frequency Estimation with Local Differential Privacy.
CNS
Xiaolan Gu, Ming Li, Yang Cao, Li Xiong
2019 J jnl
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
Ralf Hartmut Güting, Roberto Tamassia, Li Xiong, Farnoush Banaei Kashani, Erik G. Hoel
2019 J jnl
Visually-aware Recommendation with Aesthetic Features.
CoRR
Wenhui Yu, Xiangnan He, Jian Pei, Xu Chen, Li Xiong, Jinfei Liu, Zheng Qin
2018 J jnl
A Two-Phase Algorithm for Differentially Private Frequent Subgraph Mining.
IEEE Trans. Knowl. Data Eng.
Xiang Cheng, Sen Su, Shengzhi Xu, Li Xiong, Ke Xiao, Mingxing Zhao
2018 A* conf
Aesthetic-based Clothing Recommendation.
WWW
Wenhui Yu, Huidi Zhang, Xiangnan He, Xu Chen, Li Xiong, Zheng Qin
2018 J jnl
Aesthetic-based Clothing Recommendation.
CoRR
Wenhui Yu, Huidi Zhang, Xiangnan He, Xu Chen, Li Xiong, Zheng Qin
2018 J jnl
ConTPL: Controlling Temporal Privacy Leakage in Differentially Private Continuous Data Release.
Proc. VLDB Endow.
Yang Cao, Li Xiong, Masatoshi Yoshikawa, Yonghui Xiao, Si Zhang
2018 J jnl
Differentially Private Distributed Online Learning.
IEEE Trans. Knowl. Data Eng.
Chencheng Li, Pan Zhou, Li Xiong, Qian Wang, Ting Wang
2018 J jnl
Group-based keyword-aware route querying in road networks.
Inf. Sci.
Sen Zhao, Lei Zhao, Sen Su, Xiang Cheng, Li Xiong
2018 J jnl
Optimal group route query: Finding itinerary for group of users in spatial databases.
GeoInformatica
Liyue Fan, Luca Bonomi, Cyrus Shahabi, Li Xiong
2018 J jnl
PriSTE: From Location Privacy to Spatiotemporal Event Privacy.
CoRR
Yang Cao, Yonghui Xiao, Li Xiong, Liquan Bai
2018 B conf
Privacy Preserving Reverse k-Nearest Neighbor Queries.
MDM
Layla Pournajaf, Farnaz Tahmasebian, Li Xiong, Vaidy S. Sunderam, Cyrus Shahabi
2018 — ch.
Privacy and Security Issues in DDDAS Systems.
Handbook of Dynamic Data Driven Applications Systems
Li Xiong, Vaidy S. Sunderam, Liyue Fan, Slawomir Goryczka, Layla Pournajaf
2018 A* conf
Privacy-Preserving Online Task Assignment in Spatial Crowdsourcing with Untrusted Server.
ICDE
Hien To, Cyrus Shahabi, Li Xiong
2018 — ed.
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, SIGSPATIAL 2018, Seattle, WA, USA, November 06-09, 2018
SIGSPATIAL/GIS
Farnoush Banaei Kashani, Erik G. Hoel, Ralf Hartmut Güting, Roberto Tamassia, Li Xiong
2018 J jnl
Secure and Efficient Skyline Queries on Encrypted Data.
CoRR
Jinfei Liu, Juncheng Yang, Li Xiong, Jian Pei
2018 J jnl
Selecting Optimal Subset to Release Under Differentially Private M-Estimators from Hybrid Datasets.
IEEE Trans. Knowl. Data Eng.
Meng Wang, Zhanglong Ji, Hyeon-Eui Kim, Shuang Wang, Li Xiong, Xiaoqian Jiang
2018 J jnl
Skyline Diagram: Efficient Space Partitioning for Skyline Queries.
CoRR
Jinfei Liu, Juncheng Yang, Li Xiong, Jian Pei, Jun Luo, Yuzhang Guo, Shuaicheng Ma, Chenglin Fan
2018 A* conf
Skyline Diagram: Finding the Voronoi Counterpart for Skyline Queries.
ICDE
Jinfei Liu, Juncheng Yang, Li Xiong, Jian Pei, Jun Luo
2017 J jnl
A Comprehensive Comparison of Multiparty Secure Additions with Differential Privacy.
IEEE Trans. Dependable Secur. Comput.
Slawomir Goryczka, Li Xiong
2017 — conf
CP-ORTHO: An Orthogonal Tensor Factorization Framework for Spatio-Temporal Data.
SIGSPATIAL/GIS
Ardavan Afshar, Joyce C. Ho, Bistra Dilkina, Ioakeim Perros, Elias B. Khalil, Li Xiong, Vaidy S. Sunderam
2017 J jnl
Eclipse: Practicability Beyond 1NN and Skyline.
CoRR
Jinfei Liu, Li Xiong, Qiuchen Zhang, Jun Luo
2017 A conf
Fast Algorithms for Pareto Optimal Group-based Skyline.
CIKM
Wenhui Yu, Zheng Qin, Jinfei Liu, Li Xiong, Xu Chen, Huidi Zhang
2017 J jnl
LocLok: Location Cloaking with Differential Privacy via Hidden Markov Model.
Proc. VLDB Endow.
Yonghui Xiao, Li Xiong, Si Zhang, Yang Cao
2017 B conf
Multi-user Itinerary Planning for Optimal Group Preference.
SSTD
Liyue Fan, Luca Bonomi, Cyrus Shahabi, Li Xiong
2017 B conf
Mutually Private Location Proximity Detection with Access Control.
DBSec
Michael G. Solomon, Vaidy S. Sunderam, Li Xiong, Ming Li
2017 — conf
Partitioning-Based Mechanisms Under Personalized Differential Privacy.
PAKDD (1)
Haoran Li, Li Xiong, Zhanglong Ji, Xiaoqian Jiang
2017 J jnl
Quantifying Differential Privacy in Continuous Data Release under Temporal Correlations.
CoRR
Yang Cao, Masatoshi Yoshikawa, Yonghui Xiao, Li Xiong
2017 A* conf
Quantifying Differential Privacy under Temporal Correlations.
ICDE
Yang Cao, Masatoshi Yoshikawa, Yonghui Xiao, Li Xiong
2017 A* conf
Secure Skyline Queries on Cloud Platform.
ICDE
Jinfei Liu, Juncheng Yang, Li Xiong, Jian Pei
2017 J jnl
Truth Discovery for SpatioTemporal Events from Crowdsourced Data.
Proc. VLDB Endow.
Daniel A. Garcia-Ulloa, Li Xiong, Vaidy S. Sunderam
2016 — conf
A Markov chain based pruning method for predictive range queries.
SIGSPATIAL/GIS
Xiaofeng Xu, Li Xiong, Vaidy S. Sunderam, Yonghui Xiao
2016 B conf
D-Grid: An In-Memory Dual Space Grid Index for Moving Object Databases.
MDM
Xiaofeng Xu, Li Xiong, Vaidy S. Sunderam
2016 J jnl
DPHMM: Customizable Data Release with Differential Privacy via Hidden Markov Model.
CoRR
Yonghui Xiao, Yilin Shen, Jinfei Liu, Li Xiong, Hongxia Jin, Xiaofeng Xu
2016 J jnl
Differentially Private Frequent Sequence Mining.
IEEE Trans. Knowl. Data Eng.
Shengzhi Xu, Xiang Cheng, Sen Su, Ke Xiao, Li Xiong
2016 A* conf
Differentially private frequent subgraph mining.
ICDE
Shengzhi Xu, Sen Su, Li Xiong, Xiang Cheng, Ke Xiao
2016 J jnl
EIC Editorial.
IEEE Trans. Knowl. Data Eng.
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
2016 — conf
Enabling mutually private location proximity services in smart cities: A comparative assessment.
ISC2
Michael G. Solomon, Vaidy S. Sunderam, Li Xiong, Ming Li
2016 J jnl
On Differentially Private Longest Increasing Subsequence Computation in Data Stream.
Trans. Data Priv.
Luca Bonomi, Li Xiong
2016 A* conf
Privacy-Preserving IR 2016: Differential Privacy, Search, and Social Media.
SIGIR
Grace Hui Yang, Ian Soboroff, Li Xiong, Charles L. A. Clarke, Simson L. Garfinkel
2016 J jnl
Quantifying Differential Privacy under Temporal Correlations.
CoRR
Yang Cao, Masatoshi Yoshikawa, Yonghui Xiao, Li Xiong
2016 — conf
Safelog: Supporting Web Search and Mining by Differentially-Private Query Logs.
AAAI Fall Symposia
Sicong Zhang, Grace Hui Yang, Lisa Singh, Li Xiong
2015 — ch.
A Review of Privacy Preserving Mechanisms for Record Linkage.
Medical Data Privacy Handbook
Luca Bonomi, Liyue Fan, Li Xiong
2015 B ed.
Advances in Spatial and Temporal Databases - 14th International Symposium, SSTD 2015, Hong Kong, China, August 26-28, 2015. Proceedings
SSTD
Christophe Claramunt, Markus Schneider, Raymond Chi-Wing Wong, Li Xiong, Woong-Kee Loh, Cyrus Shahabi, Ki-Joune Li
2015 — conf
Database Fragmentation with Confidentiality Constraints: A Graph Search Approach.
CODASPY
Xiaofeng Xu, Li Xiong, Jinfei Liu
2015 A conf
Differentially Private Histogram Publication for Dynamic Datasets: an Adaptive Sampling Approach.
CIKM
Haoran Li, Li Xiong, Xiaoqian Jiang, Jinfei Liu
2015 — ch.
Differentially Private Histogram and Synthetic Data Publication.
Medical Data Privacy Handbook
Haoran Li, Li Xiong, Xiaoqian Jiang
2015 A* conf
Differentially private frequent sequence mining via sampling-based candidate pruning.
ICDE
Shengzhi Xu, Sen Su, Xiang Cheng, Zhengyi Li, Li Xiong
2015 J jnl
Finding Pareto Optimal Groups: Group-based Skyline.
Proc. VLDB Endow.
Jinfei Liu, Li Xiong, Jian Pei, Jun Luo, Haoyu Zhang
2015 A conf
Finding Probabilistic k-Skyline Sets on Uncertain Data.
CIKM
Jinfei Liu, Haoyu Zhang, Li Xiong, Haoran Li, Jun Luo
2015 J jnl
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.
Traian Marius Truta, Li Xiong, Farshad Fotouhi
2015 — conf
Harnessing personal data from Internet of Things: Privacy enhancing dynamic information monitoring.
CTS
Li Xiong
2015 J jnl
Participant Privacy in Mobile Crowd Sensing Task Management: A Survey of Methods and Challenges.
SIGMOD Rec.
Layla Pournajaf, Daniel A. Garcia-Ulloa, Li Xiong, Vaidy S. Sunderam
2015 — conf
Privacy-preserving inference of social relationships from location data: a vision paper.
SIGSPATIAL/GIS
Cyrus Shahabi, Liyue Fan, Luciano Nocera, Li Xiong, Ming Li
2015 — conf
Private Computation of the Longest Increasing Subsequence in Data Streams.
EDBT/ICDT Workshops
Luca Bonomi, Li Xiong
2015 A* conf
Protecting Locations with Differential Privacy under Temporal Correlations.
CCS
Yonghui Xiao, Li Xiong
2015 — conf
STAC: spatial task assignment for crowd sensing with cloaked participant locations.
SIGSPATIAL/GIS
Layla Pournajaf, Li Xiong, Vaidy S. Sunderam, Xiaofeng Xu
2015 — conf
Secure Similarity Queries: Enabling Precision Medicine with Privacy.
Big-O(Q)/DMAH@VLDB
Jinfei Liu, Li Xiong
2015 Misc conf
Security and Privacy Dimensions in Next Generation DDDAS/Infosymbiotic Systems: A Position Paper.
ICCS
Li Xiong, Vaidy S. Sunderam
2015 B conf
Speed Partitioning for Indexing Moving Objects.
SSTD
Xiaofeng Xu, Li Xiong, Vaidy S. Sunderam, Jinfei Liu, Jun Luo
2015 — conf
VPIndexer: velocity-based partitioning for indexing moving objects.
SIGSPATIAL/GIS
Xiaofeng Xu, Li Xiong, Vaidy S. Sunderam, Jinfei Liu, Jun Luo
2015 J jnl
WebDISCO: a web service for distributed cox model learning without patient-level data sharing.
J. Am. Medical Informatics Assoc.
Chia-Lun Lu, Shuang Wang, Zhanglong Ji, Yuan Wu, Li Xiong, Xiaoqian Jiang, Lucila Ohno-Machado
2014 — conf
A Quantitative Approach for Evaluating the Utility of a Differentially Private Behavioral Science Dataset.
ICHI
Raquel Hill, Michael Hansen, Erick Janssen, Stephanie A. Sanders, Julia R. Heiman, Li Xiong
2014 J jnl
An Adaptive Approach to Real-Time Aggregate Monitoring With Differential Privacy.
IEEE Trans. Knowl. Data Eng.
Liyue Fan, Li Xiong
2014 J jnl
DPCube: Differentially Private Histogram Release through Multidimensional Partitioning.
Trans. Data Priv.
Yonghui Xiao, Li Xiong, Liyue Fan, Slawomir Goryczka, Haoran Li
2014 J jnl
DPSynthesizer: Differentially Private Data Synthesizer for Privacy Preserving Data Sharing.
Proc. VLDB Endow.
Haoran Li, Li Xiong, Lifan Zhang, Xiaoqian Jiang
2014 B conf
Differentially Private Synthesization of Multi-Dimensional Data using Copula Functions.
EDBT
Haoran Li, Li Xiong, Xiaoqian Jiang
2014 Misc conf
Dynamic Data Driven Crowd Sensing Task Assignment.
ICCS
Layla Pournajaf, Li Xiong, Vaidy S. Sunderam
2014 J jnl
Dynamic Differential Privacy for Location based Applications.
CoRR
Yonghui Xiao, Li Xiong
2014 J jnl
Faster output-sensitive skyline computation algorithm.
Inf. Process. Lett.
Jinfei Liu, Li Xiong, Xiaofeng Xu
2014 J jnl
Front Matter.
Proc. VLDB Endow.
Li Xiong, Cong Yu
2014 J jnl
Informatics methods in medical privacy.
J. Biomed. Informatics
Aris Gkoulalas-Divanis, Grigorios Loukides, Li Xiong, Jimeng Sun
2014 A* conf
Monitoring web browsing behavior with differential privacy.
WWW
Liyue Fan, Luca Bonomi, Li Xiong, Vaidy S. Sunderam
2014 — conf
Privacy Preserving Publication of Locations Based on Delaunay Triangulation.
PAKDD (1)
Jun Luo, Jinfei Liu, Li Xiong
2014 — conf
Spatial Task Assignment for Crowd Sensing with Cloaked Locations.
MDM (1)
Layla Pournajaf, Li Xiong, Vaidy S. Sunderam, Slawomir Goryczka
2014 J jnl
Speed Partitioning for Indexing Moving Objects.
CoRR
Xiaofeng Xu, Li Xiong, Vaidy S. Sunderam, Jinfei Liu, Jun Luo
2014 B conf
Towards Secure Cloud Database with Fine-Grained Access Control.
DBSec
Michael G. Solomon, Vaidy S. Sunderam, Li Xiong
2014 J jnl
\(m\) -Privacy for Collaborative Data Publishing.
IEEE Trans. Knowl. Data Eng.
Slawomir Goryczka, Li Xiong, Benjamin C. M. Fung
2013 — conf
A privacy framework: indistinguishable privacy.
EDBT/ICDT Workshops
Jinfei Liu, Li Xiong, Jun Luo
2013 A conf
A two-phase algorithm for mining sequential patterns with differential privacy.
CIKM
Luca Bonomi, Li Xiong
2013 — conf
Adaptive Differentially Private Data Release for Data Sharing and Data Mining.
ICDM Workshops
Li Xiong
2013 — conf
Differentially Private Anomaly Detection with a Case Study on Epidemic Outbreak Detection.
ICDM Workshops
Liyue Fan, Li Xiong
2013 B conf
Differentially Private Multi-dimensional Time Series Release for Traffic Monitoring.
DBSec
Liyue Fan, Li Xiong, Vaidy S. Sunderam
2013 — conf
FAST: differentially private real-time aggregate monitor with filtering and adaptive sampling.
SIGMOD Conference
Liyue Fan, Li Xiong, Vaidy S. Sunderam
2013 — conf
LinkIT: privacy preserving record linkage and integration via transformations.
SIGMOD Conference
Luca Bonomi, Li Xiong, James J. Lu
2013 Misc conf
Predict: Privacy and Security Enhancing Dynamic Information Collection and Monitoring.
ICCS
Li Xiong, Vaidy S. Sunderam, Liyue Fan, Slawomir Goryczka, Layla Pournajaf
2013 J jnl
Privacy Preserving Distributed DBSCAN Clustering.
Trans. Data Priv.
Jinfei Liu, Li Xiong, Jun Luo, Joshua Zhexue Huang
2013 J jnl
SHARE: system design and case studies for statistical health information release.
J. Am. Medical Informatics Assoc.
James J. Gardner, Li Xiong, Yonghui Xiao, Jingjing Gao, Andrew R. Post, Xiaoqian Jiang, Lucila Ohno-Machado
2013 — conf
Secure multiparty aggregation with differential privacy: a comparative study.
EDBT/ICDT Workshops
Slawomir Goryczka, Li Xiong, Vaidy S. Sunderam
2013 J jnl
Semantic Security: Privacy Definitions Revisited.
Trans. Data Priv.
Jinfei Liu, Li Xiong, Jun Luo
2012 — conf
A Randomized Response Model for Privacy-Preserving Data Dissemination.
HISB
Xiaoqian Jiang, Shuang Wang, Zhanglong Ji, Lucila Ohno-Machado, Li Xiong
2012 J jnl
Adaptively Sharing Time-Series with Differential Privacy
CoRR
Liyue Fan, Li Xiong
2012 A* conf
DObjects+: Enabling Privacy-Preserving Data Federation Services.
ICDE
Pawel Jurczyk, Li Xiong, Slawomir Goryczka
2012 J jnl
DPCube: Differentially Private Histogram Release through Multidimensional Partitioning
CoRR
Yonghui Xiao, Li Xiong, Liyue Fan, Slawomir Goryczka
2012 A* conf
DPCube: Releasing Differentially Private Data Cubes for Health Information.
ICDE
Yonghui Xiao, James J. Gardner, Li Xiong
2012 — conf
Detection of Distributed Attacks in Hybrid & Public Cloud Networks.
SKG
Syed Raheel Hassan, Julien Bourgeois, Vaidy S. Sunderam, Li Xiong
2012 A conf
Frequent grams based embedding for privacy preserving record linkage.
CIKM
Luca Bonomi, Li Xiong, Rui Chen, Benjamin C. M. Fung
2012 — conf
IFC soft: visual comparison of flow cytometry data using self-organizing maps.
IHI
Kyle Thayer, Li Xiong, Vicki Hertzberg
2012 J jnl
Online query answering with differential privacy: a utility-driven approach using Bayesian inference
CoRR
Yonghui Xiao, Li Xiong
2012 J jnl
Privacy Preserving Record Linkage via grams Projections
CoRR
Luca Bonomi, Li Xiong, Rui Chen, Benjamin C. M. Fung
2012 — conf
Privacy preserving distributed DBSCAN clustering.
EDBT/ICDT Workshops
Jinfei Liu, Joshua Zhexue Huang, Jun Luo, Li Xiong
2012 A conf
Real-time aggregate monitoring with differential privacy.
CIKM
Liyue Fan, Li Xiong
2012 J jnl
Service-Oriented Architecture for High-Dimensional Private Data Mashup.
IEEE Trans. Serv. Comput.
Benjamin C. M. Fung, Thomas Trojer, Patrick C. K. Hung, Li Xiong, Khalil Al-Hussaeni, Rachida Dssouli
2011 — conf
Information Sharing across Private Databases: Secure Union Revisited.
SocialCom/PASSAT
Pawel Jurczyk, Li Xiong
2011 — ed.
Proceedings of the 2011 International Workshop on Privacy and Anonymity in Information Society, PAIS 2011, Uppsala, Sweden, March 2011
PAIS
Traian Marius Truta, Li Xiong, Farshad Fotouhi, Kjell Orsborn, Silvia Stefanova
2011 J jnl
Publishing Set-Valued Data via Differential Privacy.
Proc. VLDB Endow.
Rui Chen, Noman Mohammed, Benjamin C. M. Fung, Bipin C. Desai, Li Xiong
2010 — conf
An evaluation of feature sets and sampling techniques for de-identification of medical records.
IHI
James J. Gardner, Li Xiong, Fusheng Wang, Andrew R. Post, Joel H. Saltz, Tyrone Grandison
2010 A conf
Anonymizing data with quasi-sensitive attribute values.
CIKM
Pu Shi, Li Xiong, Benjamin C. M. Fung
2010 A* conf
Anonymizing user profiles for personalized web search.
WWW
Yun Zhu, Li Xiong, Christopher Verdery
2010 — ch.
Automatic Invocation Linking for Collaborative Web-Based Corpora.
Emergent Web Intelligence
James J. Gardner, Aaron Krowne, Li Xiong
2010 — conf
Differentially Private Data Release through Multidimensional Partitioning.
Secure Data Management
Yonghui Xiao, Li Xiong, Chun Yuan
2010 — ed.
Proceedings of the 2010 EDBT/ICDT Workshops, Lausanne, Switzerland, March 22-26, 2010
EDBT/ICDT Workshops
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
2009 J jnl
An integrated framework for de-identifying unstructured medical data.
Data Knowl. Eng.
James J. Gardner, Li Xiong
2009 A conf
Automatic link detection: a sequence labeling approach.
CIKM
James J. Gardner, Li Xiong
2009 B conf
Distributed Anonymization: Achieving Privacy for Both Data Subjects and Data Providers.
DBSec
Pawel Jurczyk, Li Xiong
2009 C conf
Dynamic Query Processing for P2P Data Services in the Cloud.
DEXA
Pawel Jurczyk, Li Xiong
2009 B conf
HIDE: heterogeneous information DE-identification.
EDBT
James J. Gardner, Li Xiong, Kanwei Li, James J. Lu
2009 J jnl
NNexus: An Automatic Linker for Collaborative Web-Based Corpora.
IEEE Trans. Knowl. Data Eng.
James J. Gardner, Aaron Krowne, Li Xiong
2009 B conf
NNexus: an automatic linker for collaborative web-based corpora.
EDBT
James J. Gardner, Aaron Krowne, Li Xiong
2009 — ed.
Proceedings of the 2009 EDBT/ICDT Workshops, Saint-Petersburg, Russia, March 22, 2009
EDBT/ICDT Workshops
Marco Mesiti, Traian Marius Truta, Li Xiong, Sascha Müller, Hubert Naacke, Boris Novikov, Guillaume Raschia, Ismael Sanz, Pierre Sens, Dmitry Shaporenkov, Nicolas Travers
2008 — conf
Adapting Commit Protocols for Large-Scale and Dynamic Distributed Applications.
OTM Conferences (1)
Pawel Jurczyk, Li Xiong
2008 — conf
Comparing and Clustering Flow Cytometry Data.
BIBM
Lin Liu, Li Xiong, James J. Lu, Kim M. Gernert, Vicki Hertzberg
2008 — conf
DObjects: Enabling Distributed Data Services for Metacomputing Platforms.
ICCS (1)
Pawel Jurczyk, Li Xiong, Vaidy S. Sunderam
2008 J jnl
DObjects: enabling distributed data services for metacomputing platforms.
Proc. VLDB Endow.
Pawel Jurczyk, Li Xiong
2008 Misc conf
FRIL: A Tool for Comparative Record Linkage.
AMIA
Pawel Jurczyk, James J. Lu, Li Xiong, Janet D. Cragan, Adolfo Correa
2008 Misc conf
Frequent pattern mining for kernel trace data.
SAC
Christopher LaRosa, Li Xiong, Ken Mandelberg
2008 B conf
HIDE: An Integrated System for Health Information DE-identification.
CBMS
James J. Gardner, Li Xiong
2008 A conf
Privacy-preserving data publishing for horizontally partitioned databases.
CIKM
Pawel Jurczyk, Li Xiong
2008 — ed.
Proceedings of the 2008 International Workshop on Privacy and Anonymity in Information Society, PAIS 2008, Nantes, France, March 29, 2008
PAIS
Farshad Fotouhi, Li Xiong, Traian Marius Truta
2008 J jnl
Report on international workshop on privacy and anonymity in the information society (PAIS 2008).
SIGMOD Rec.
Li Xiong, Traian Marius Truta, Farshad Fotouhi
2008 — conf
Towards privacy-preserving integration of distributed heterogeneous data.
PIKM
Pawel Jurczyk, Li Xiong
2007 C conf
Countering feedback sparsity and manipulation in reputation systems.
CollaborateCom
Li Xiong, Ling Liu, Mustaque Ahamad
2007 Misc conf
Mining multiple private databases using a kNN classifier.
SAC
Li Xiong, Subramanyam Chitti, Ling Liu
2007 J jnl
Preserving data privacy in outsourcing data aggregation services.
ACM Trans. Internet Techn.
Li Xiong, Subramanyam Chitti, Ling Liu
2007 J jnl
Report on ACM Workshop on Health Information and Knowledge Management (HIKM 2006).
SIGMOD Rec.
Li Xiong, Yuni Xia
2006 C conf
NNexus: Towards an Automatic Linker for a Massively-Distributed Collaborative Corpus.
CollaborateCom
James J. Gardner, Aaron Krowne, Li Xiong
2006 — ed.
Proceedings of the International Workshop on Healthcare Information and Knowledge Management, HIKM 2006, Arlington, Virginia, USA, November 11, 2006
HIKM
Li Xiong, Yuni Xia
2006 A conf
k nearest neighbor classification across multiple private databases.
CIKM
Li Xiong, Subramanyam Chitti, Ling Liu
2005 A conf
ExchangeGuard: A Distributed Protocol for Electronic Fair-Exchange.
IPDPS
Mudhakar Srivatsa, Li Xiong, Ling Liu
2005 — —
Resilient Reputation and Trust Management: Models and Techniques.
Li Xiong
2005 A conf
Topk Queries across Multiple Private Databases.
ICDCS
Li Xiong, Subramanyam Chitti, Ling Liu
2005 A* conf
TrustGuard: countering vulnerabilities in reputation management for decentralized overlay networks.
WWW
Mudhakar Srivatsa, Li Xiong, Ling Liu
2004 J jnl
PeerTrust: Supporting Reputation-Based Trust for Peer-to-Peer Electronic Communities.
IEEE Trans. Knowl. Data Eng.
Li Xiong, Ling Liu
2003 B conf
A Reputation-Based Trust Model for Peer-to-Peer eCommerce Communities.
CEC
Li Xiong, Ling Liu
2003 A* conf
A reputation-based trust model for peer-to-peer ecommerce communities.
EC
Li Xiong, Ling Liu
2002 J jnl
Querying Multiple Bioinformatics Data Sources: Can Semantic Web Research Help?
SIGMOD Rec.
David Buttler, Matthew Coleman, Terence Critchlow, Renato Fileto, Wei Han, Ling Liu, Calton Pu, Daniel Rocco, Li Xiong