Liyue Fan

59 papers A* 4A 5B 10Misc 4Journal 12Unranked 22
YearRankTypeTitle / Venue / Authors
2025 — conf
Diffusion Based Face Generation via Image Editing and Image Morphing.
TPS-ISA
Liyue Fan, Joseph Roberson
2025 B conf
Quality and Robustness of Generative Watermarking on Biomedical Data.
IJCNN
Liyue Fan, Luca Bonomi
2025 — conf
Shielding Against Deception: Fortifying Deepfake Detectors Against Data Poisoning Attacks.
CIC
Ian Miller, Chaoquan Cai, Maya Cutkosky, Liyue Fan, Dan Lin
2024 — conf
Evaluating Generative Models in Medical Imaging.
ICHI
Liyue Fan, Ashley Bang, Luca Bonomi
2023 A conf
Enabling Health Data Sharing with Fine-Grained Privacy.
CIKM
Luca Bonomi, Sepand Gousheh, Liyue Fan
2023 — conf
Hide Your Distance: Privacy Risks and Protection in Spatial Accessibility Analysis.
SIGSPATIAL/GIS
Liyue Fan, Luca Bonomi
2023 — conf
Mitigating Membership Inference in Deep Survival Analyses with Differential Privacy.
ICHI
Liyue Fan, Luca Bonomi
2023 B conf
Private Continuous Survival Analysis with Distributed Multi-Site Data.
IEEE Big Data
Luca Bonomi, Marilyn Lionts, Liyue Fan
2023 B conf
Private Data Synthesis from Decentralized Non-IID Data.
IJCNN
Muhammad Usama Saleem, Liyue Fan
2022 — conf
Co-location and air pollution exposure: case studies on the usefulness of location privacy.
LocalRec@SIGSPATIAL
Liyue Fan, Julius Marinak, Ashley Bang
2022 B conf
DP-Shield: Face Obfuscation with Differential Privacy.
EDBT
Muhammad Usama Saleem, Dominick Reilly, Liyue Fan
2022 — conf
Privacy Challenges and Solutions for Image Data Sharing.
TPS-ISA
Liyue Fan
2022 B conf
Privacy Enhancement for Cloud-Based Few-Shot Learning.
IJCNN
Archit Parnami, Muhammad Usama, Liyue Fan, Minwoo Lee
2022 J jnl
Privacy Enhancement for Cloud-Based Few-Shot Learning.
CoRR
Archit Parnami, Muhammad Usama, Liyue Fan, Minwoo Lee
2022 — conf
Sharing Time-to-Event Data with Privacy Protection.
ICHI
Luca Bonomi, Liyue Fan
2022 J jnl
Sharing personal ECG time-series data privately.
J. Am. Medical Informatics Assoc.
Luca Bonomi, Zeyun Wu, Liyue Fan
2022 Misc conf
Training Deep Learning Models Privately in Survival Studies.
AMIA
Liyue Fan, Luca Bonomi
2021 — conf
A Closer Look: Evaluating Location Privacy Empirically.
SIGSPATIAL/GIS
Liyue Fan, Ishan Gote
2021 — conf
A Comparative Evaluation of Differentially Private Image Obfuscation.
TPS-ISA
Dominick Reilly, Liyue Fan
2021 — conf
Clustering Mixed-Type Data with Correlation-Preserving Embedding.
DASFAA (2)
Luan V. Tran, Liyue Fan, Cyrus Shahabi
2021 Misc conf
Collecting and Sharing ECG Data with Privacy Protection.
AMIA
Liyue Fan, Zeyun Wu, Luca Bonomi
2021 B conf
DPNeT: Differentially Private Network Traffic Synthesis with Generative Adversarial Networks.
DBSec
Liyue Fan, Akarsh Pokkunuru
2021 A* conf
Differentially Private String Sanitization for Frequency-Based Mining Tasks.
ICDM
Huiping Chen, Changyu Dong, Liyue Fan, Grigorios Loukides, Solon P. Pissis, Leen Stougie
2021 J jnl
Noise-tolerant similarity search in temporal medical data.
J. Biomed. Informatics
Luca Bonomi, Liyue Fan, Xiaoqian Jiang
2020 — conf
Geopriv4j: an open source repository for practical location privacy.
GeoRich@SIGMOD
Liyue Fan, Sriram Yechan Gunja
2019 — conf
A Demonstration of Image Obfuscation with Provable Privacy.
ICME Workshops
Liyue Fan
2019 — conf
Fast Distance-based Outlier Detection in Data Streams based on Micro-clusters.
SoICT
Luan V. Tran, Liyue Fan, Cyrus Shahabi
2019 B conf
Outlier Detection in Non-stationary Data Streams.
SSDBM
Luan V. Tran, Liyue Fan, Cyrus Shahabi
2019 A conf
Practical Image Obfuscation with Provable Privacy.
ICME
Liyue Fan
2018 J jnl
A Real-Time Framework for Task Assignment in Hyperlocal Spatial Crowdsourcing.
ACM Trans. Intell. Syst. Technol.
Luan V. Tran, Hien To, Liyue Fan, Cyrus Shahabi
2018 Misc conf
Differentially Private Sanitization of ECG Time Series.
AMIA
Liyue Fan, Luca Bonomi
2018 B conf
Image Pixelization with Differential Privacy.
DBSec
Liyue Fan
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 — 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 — conf
Time Series Sanitization with Metric-Based Privacy.
BigData Congress
Liyue Fan, Luca Bonomi
2018 — conf
Traffic Accident Detection with Spatiotemporal Impact Measurement.
PAKDD (2)
Mingxuan Yue, Liyue Fan, Cyrus Shahabi
2017 J jnl
A Real-Time Framework for Task Assignment in Hyperlocal Spatial Crowdsourcing.
CoRR
Luan V. Tran, Hien To, Liyue Fan, Cyrus Shahabi
2017 J jnl
Differentially Private Location Protection for Worker Datasets in Spatial Crowdsourcing.
IEEE Trans. Mob. Comput.
Hien To, Gabriel Ghinita, Liyue Fan, Cyrus Shahabi
2017 B conf
Multi-user Itinerary Planning for Optimal Group Preference.
SSTD
Liyue Fan, Luca Bonomi, Cyrus Shahabi, Li Xiong
2017 — conf
Temporal Signature for Location Similarity.
LocalRec@SIGSPATIAL
Liyue Fan
2016 A conf
An Information-Theoretic Approach to Individual Sequential Data Sanitization.
WSDM
Luca Bonomi, Liyue Fan, Hongxia Jin
2016 J jnl
Distance-based Outlier Detection in Data Streams.
Proc. VLDB Endow.
Luan V. Tran, Liyue Fan, Cyrus Shahabi
2016 A conf
Inferring Traffic Incident Start Time with Loop Sensor Data.
CIKM
Mingxuan Yue, Liyue Fan, Cyrus Shahabi
2016 A* conf
Real-time task assignment in hyperlocal spatial crowdsourcing under budget constraints.
PerCom
Hien To, Liyue Fan, Luan V. Tran, Cyrus Shahabi
2015 A* conf
A Practical Framework for Privacy-Preserving Data Analytics.
WWW
Liyue Fan, Hongxia Jin
2015 — ch.
A Review of Privacy Preserving Mechanisms for Record Linkage.
Medical Data Privacy Handbook
Luca Bonomi, Liyue Fan, Li Xiong
2015 — conf
Activity Recognition Using Wrist-Worn Sensors for Human Performance Evaluation.
ICDM Workshops
Minh Nguyen, Liyue Fan, Cyrus Shahabi
2015 — conf
Differentially Private H-Tree.
GeoPrivacy@SIGSPATIAL
Hien To, Liyue Fan, Cyrus Shahabi
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
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 A* conf
Monitoring web browsing behavior with differential privacy.
WWW
Liyue Fan, Luca Bonomi, Li Xiong, Vaidy S. Sunderam
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 Misc conf
Predict: Privacy and Security Enhancing Dynamic Information Collection and Monitoring.
ICCS
Li Xiong, Vaidy S. Sunderam, Liyue Fan, Slawomir Goryczka, Layla Pournajaf
2012 J jnl
Adaptively Sharing Time-Series with Differential Privacy
CoRR
Liyue Fan, Li Xiong
2012 J jnl
DPCube: Differentially Private Histogram Release through Multidimensional Partitioning
CoRR
Yonghui Xiao, Li Xiong, Liyue Fan, Slawomir Goryczka
2012 A conf
Real-time aggregate monitoring with differential privacy.
CIKM
Liyue Fan, Li Xiong