Xiaoyun Li | DeepAI

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Featured Co-authors

Ping Li
179 publications
Xiangyu Zhang
153 publications
Zibin Zheng
82 publications
Hongyu Zhang
51 publications
Hong-Ning Dai
25 publications
Jie Gui
21 publications
Pengfei Chen
19 publications
Weijie Zhao
18 publications
Jun-Kun Wang
14 publications
Long Feng
12 publications
Xinmeng Huang
10 publications

∙ 09/18/2023

LogShrink: Effective Log Compression by Leveraging Commonality and Variability of Log Data

Log data is a crucial resource for recording system events and states du...

0 Xiaoyun Li, et al. ∙

∙ 08/16/2023

Stochastic Controlled Averaging for Federated Learning with Communication Compression

Communication compression, a technique aiming to reduce the information ...

0 Xinmeng Huang, et al. ∙

∙ 08/10/2023

CSPM: A Contrastive Spatiotemporal Preference Model for CTR Prediction in On-Demand Food Delivery Services

Click-through rate (CTR) prediction is a crucial task in the context of ...

0 Guyu Jiang, et al. ∙

∙ 06/13/2023

Differentially Private One Permutation Hashing and Bin-wise Consistent Weighted Sampling

Minwise hashing (MinHash) is a standard algorithm widely used in the ind...

0 Xiaoyun Li, et al. ∙

∙ 05/22/2023

Differential Privacy with Random Projections and Sign Random Projections

In this paper, we develop a series of differential privacy (DP) algorith...

0 Ping Li, et al. ∙

∙ 04/26/2023

Building K-Anonymous User Cohorts with Consecutive Consistent Weighted Sampling (CCWS)

To retrieve personalized campaigns and creatives while protecting user p...

0 Xinyi Zheng, et al. ∙

∙ 02/07/2023

OPORP: One Permutation + One Random Projection

Consider two D-dimensional data vectors (e.g., embeddings): u, v. In man...

0 Ping Li, et al. ∙

∙ 11/25/2022

Analysis of Error Feedback in Federated Non-Convex Optimization with Biased Compression

In federated learning (FL) systems, e.g., wireless networks, the communi...

0 Xiaoyun Li, et al. ∙

∙ 06/26/2022

k-Median Clustering via Metric Embedding: Towards Better Initialization with Differential Privacy

When designing clustering algorithms, the choice of initial centers is c...

63 Chenglin Fan, et al. ∙

∙ 05/03/2022

Asymptotic Independence of the Sum and Maximum of Dependent Random Variables with Applications to High-Dimensional Tests

For a set of dependent random variables, without stationary or the stron...

0 Long Feng, et al. ∙

∙ 04/29/2022

Breaking the Linear Error Barrier in Differentially Private Graph Distance Release

Releasing all pairwise shortest path (APSP) distances between vertices o...

0 Chenglin Fan, et al. ∙

∙ 01/05/2022

Communication-Efficient TeraByte-Scale Model Training Framework for Online Advertising

Click-Through Rate (CTR) prediction is a crucial component in the online...

0 Weijie Zhao, et al. ∙

∙ 11/18/2021

C-OPH: Improving the Accuracy of One Permutation Hashing (OPH) with Circulant Permutations

Minwise hashing (MinHash) is a classical method for efficiently estimati...

7 Xiaoyun Li, et al. ∙

∙ 09/10/2021

Toward Communication Efficient Adaptive Gradient Method

In recent years, distributed optimization is proven to be an effective a...

2 Xiangyi Chen, et al. ∙

∙ 09/10/2021

C-MinHash: Practically Reducing Two Permutations to Just One

Traditional minwise hashing (MinHash) requires applying K independent pe...

8 Xiaoyun Li, et al. ∙

∙ 09/07/2021

C-MinHash: Rigorously Reducing K Permutations to Two

Minwise hashing (MinHash) is an important and practical algorithm for ge...

14 Xiaoyun Li, et al. ∙

∙ 02/25/2021

Quantization Algorithms for Random Fourier Features

The method of random projection (RP) is the standard technique in machin...

11 Xiaoyun Li, et al. ∙

∙ 12/08/2020

When Services Computing Meets Blockchain: Challenges and Opportunities

Services computing can offer a high-level abstraction to support diverse...

0 Xiaoyun Li, et al. ∙

∙ 04/02/2020

IVFS: Simple and Efficient Feature Selection for High Dimensional Topology Preservation

Feature selection is an important tool to deal with high dimensional dat...

0 Xiaoyun Li, et al. ∙

∙ 04/02/2020

Randomized Kernel Multi-view Discriminant Analysis

In many artificial intelligence and computer vision systems, the same ob...

0 Xiaoyun Li, et al. ∙

∙ 03/04/2019

Optimistic Adaptive Acceleration for Optimization

We consider a new variant of AMSGrad. AMSGrad RKK18 is a popular adaptiv...

12 Jun-Kun Wang, et al. ∙

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