Yang Cao

About Yang Cao

Yang Cao, With an exceptional h-index of 20 and a recent h-index of 19 (since 2020), a distinguished researcher at Kyoto University, specializes in the field of Differential Privacy, Federated Learning, Data Economy, Trustworthy Data Science.

His recent articles reflect a diverse array of research interests and contributions to the field:

A Generalized Shuffle Framework for Privacy Amplification: Strengthening Privacy Guarantees and Enhancing Utility

PreCurious: How Innocent Pre-Trained Language Models Turn into Privacy Traps

Differentially private trajectory event streams publishing under data dependence constraints

Renyi Differential Privacy in the Shuffle Model: Enhanced Amplification Bounds

CARGO: Crypto-Assisted Differentially Private Triangle Counting without Trusted Servers

Equitable data valuation meets the right to be forgotten in model markets

CSGAN: Modality-Aware Trajectory Generation via Clustering-based Sequence GAN

Local differential privacy image generation using flow-based deep generative models

Yang Cao Information

University

Position

___

Citations(all)

1573

Citations(since 2020)

1494

Cited By

380

hIndex(all)

20

hIndex(since 2020)

19

i10Index(all)

31

i10Index(since 2020)

31

Email

University Profile Page

Google Scholar

Yang Cao Skills & Research Interests

Differential Privacy

Federated Learning

Data Economy

Trustworthy Data Science

Top articles of Yang Cao

Title

Journal

Author(s)

Publication Date

A Generalized Shuffle Framework for Privacy Amplification: Strengthening Privacy Guarantees and Enhancing Utility

Proceedings of the AAAI Conference on Artificial Intelligence

E Chen

Yang Cao

Yifei Ge

2024/3/24

PreCurious: How Innocent Pre-Trained Language Models Turn into Privacy Traps

arXiv preprint arXiv:2403.09562

Ruixuan Liu

Tianhao Wang

Yang Cao

Li Xiong

2024/3/14

Differentially private trajectory event streams publishing under data dependence constraints

Information Sciences

Yuan Shen

Wei Song

Yang Cao

Zechen Liu

Zhe Wei

...

2024/2/1

Renyi Differential Privacy in the Shuffle Model: Enhanced Amplification Bounds

arXiv preprint arXiv:2401.04306

E Chen

Yang Cao

Yifei Ge

2024/1/9

CARGO: Crypto-Assisted Differentially Private Triangle Counting without Trusted Servers

arXiv preprint arXiv:2312.12938

Shang Liu

Yang Cao

Takao Murakami

Jinfei Liu

Masatoshi Yoshikawa

2023/12/20

Equitable data valuation meets the right to be forgotten in model markets

Proceedings of the VLDB Endowment

Haocheng Xia

Jinfei Liu

Jian Lou

Zhan Qin

Kui Ren

...

2023/7/1

CSGAN: Modality-Aware Trajectory Generation via Clustering-based Sequence GAN

Minxing Zhang

Haowen Lin

Shun Takagi

Yang Cao

Cyrus Shahabi

...

2023/7/3

Local differential privacy image generation using flow-based deep generative models

Applied Sciences

Hisaichi Shibata

Shouhei Hanaoka

Yang Cao

Masatoshi Yoshikawa

Tomomi Takenaga

...

2023/9/8

Reprogramming Self-supervised Learning-based Speech Representations for Speaker Anonymization

Xiaojiao Chen

Sheng Li

Jiyi Li

Hao Huang

Yang Cao

...

2023/12/6

GhostVec: A New Threat to Speaker Privacy of End-to-End Speech Recognition System

Xiaojiao Chen

Sheng Li

Jiyi Li

Yang Cao

Hao Huang

...

2023/12/6

Federated Graph Analytics with Differential Privacy

Shang Liu

Yang Cao

Masatoshi Yoshikawa

2023/6/25

ULDP-FL: Federated Learning with Across Silo User-Level Differential Privacy

arXiv preprint arXiv:2308.12210

Fumiyuki Kato

Li Xiong

Shun Takagi

Yang Cao

Masatoshi Yoshikawa

2023/8/23

Mechanisms to Address Different Privacy Requirements for Users and Locations

IEICE TRANSACTIONS on Information and Systems

Ryota Hiraishi

Masatoshi Yoshikawa

Yang Cao

Sumio Fujita

Hidehito Gomi

2023/12/1

Towards mobility data science (vision paper)

arXiv preprint arXiv:2307.05717

Mohamed Mokbel

Mahmoud Sakr

Li Xiong

Andreas Züfle

Jussara Almeida

...

2023/6/21

PrivateRec: Differentially Private Model Training and Online Serving for Federated News Recommendation

Ruixuan Liu

Yang Cao

Yanlin Wang

Lingjuan Lyu

Yun Chen

...

2023/8/6

Towards Benchmarking Privacy Risk for Differential Privacy: A Survey

Dmitry Prokhorenkov

Yang Cao

2023/11/15

General or Specific? Investigating Effective Privacy Protection in Federated Learning for Speech Emotion Recognition

Chao Tan

Yang Cao

Sheng Li

Masatoshi Yoshikawa

2023/6/4

Differentially Private Streaming Data Release Under Temporal Correlations via Post-processing

Xuyang Cao

Yang Cao

Primal Pappachan

Atsuyoshi Nakamura

Masatoshi Yoshikawa

2023/7/12

Supporting Pandemic Preparedness with Privacy Enhancing Technology

Ruixuan Liu

Sepanta Zeighami

Haowen Lin

Cyrus Shahabi

Yang Cao

...

2023/11/1

Locally Private Streaming Data Release with Shuffling and Subsampling

Xiaoyu Li

Yang Cao

Masatoshi Yoshikawa

2023/4/3

See List of Professors in Yang Cao University(Kyoto University)

Co-Authors

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