Locally Private Set-Valued Data Analyses: Distribution and Heavy Hitters Estimation.
IEEE Trans. Mob. Comput., August, 2024
Analyzing Preference Data With Local Privacy: Optimal Utility and Enhanced Robustness.
IEEE Trans. Knowl. Data Eng., August, 2023
Shuffle Differential Private Data Aggregation for Random Population.
IEEE Trans. Parallel Distributed Syst., May, 2023
Fine-Grained Private Knowledge Distillation.
Proceedings of the IEEE International Conference on Acoustics, 2023
Fast and Secure Distributed Nonnegative Matrix Factorization.
IEEE Trans. Knowl. Data Eng., 2022
Sequential Recommendation in Online Games with Multiple Sequences, Tasks and User Levels.
Proceedings of the 17th International Symposium on Spatial and Temporal Databases, 2021
Hiding Numerical Vectors in Local Private and Shuffled Messages.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Set-valued Data Publication with Local Privacy: Tight Error Bounds and Efficient Mechanisms.
Proc. VLDB Endow., 2020
Accelerated dual-averaging primal-dual method for composite convex minimization.
Optim. Methods Softw., 2020
An End-to-End Deep RL Framework for Task Arrangement in Crowdsourcing Platforms.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020
HHMF: hidden hierarchical matrix factorization for recommender systems.
Data Min. Knowl. Discov., 2019
Beyond Greedy Ranking: Slate Optimization via List-CVAE.
Proceedings of the 7th International Conference on Learning Representations, 2019
Location-aware query reformulation for search engines.
GeoInformatica, 2018
DSANLS: Accelerating Distributed Nonnegative Matrix Factorization via Sketching.
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018
Maximizing Social Influence for the Awareness Threshold Model.
Proceedings of the Database Systems for Advanced Applications, 2018
Microscopic and Macroscopic Spatio-Temporal Topic Models for Check-in Data.
IEEE Trans. Knowl. Data Eng., 2017
P-LAG: Location-Aware Group Recommendation for Passive Users.
Proceedings of the Advances in Spatial and Temporal Databases, 2017
Reverse k-Ranks Queries on Large Graphs.
Proceedings of the 20th International Conference on Extending Database Technology, 2017
Barzilai-Borwein Step Size for Stochastic Gradient Descent.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Indoor Person Identification through Footstep Induced Structural Vibration.
Proceedings of the 16th International Workshop on Mobile Computing Systems and Applications, 2015
Wear-Leveling Optimization of Android YAFFS2 File System for NAND Based Embedded Devices.
Proceedings of the Wireless Algorithms, Systems, and Applications, 2014