Yonghui Xiao

38 papers A* 4A 1Misc 3Journal 26Unranked 4
YearRankTypeTitle / Venue / Authors
2024 Misc conf
FedAQT: Accurate Quantized Training with Federated Learning.
ICASSP
Renkun Ni, Yonghui Xiao, Phoenix Meadowlark, Oleg Rybakov, Tom Goldstein, Ananda Theertha Suresh, Ignacio López-Moreno, Mingqing Chen, Rajiv Mathews
2024 J jnl
Federated Learning of Large ASR Models in the Real World.
CoRR
Yonghui Xiao, Yuxin Ding, Changwan Ryu, Petr Zadrazil, Françoise Beaufays
2024 J jnl
Parameter-Efficient Transfer Learning under Federated Learning for Automatic Speech Recognition.
CoRR
Xuan Kan, Yonghui Xiao, Tien-Ju Yang, Nanxin Chen, Rajiv Mathews
2023 Misc conf
Online Model Compression for Federated Learning with Large Models.
ICASSP
Tien-Ju Yang, Yonghui Xiao, Giovanni Motta, Françoise Beaufays, Rajiv Mathews, Mingqing Chen
2022 Misc conf
Enabling On-Device Training of Speech Recognition Models With Federated Dropout.
ICASSP
Dhruv Guliani, Lillian Zhou, Changwan Ryu, Tien-Ju Yang, Harry Zhang, Yonghui Xiao, Françoise Beaufays, Giovanni Motta
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
Online Model Compression for Federated Learning with Large Models.
CoRR
Tien-Ju Yang, Yonghui Xiao, Giovanni Motta, Françoise Beaufays, Rajiv Mathews, Mingqing Chen
2021 J jnl
Enabling On-Device Training of Speech Recognition Models with Federated Dropout.
CoRR
Dhruv Guliani, Lillian Zhou, Changwan Ryu, Tien-Ju Yang, Harry Zhang, Yonghui Xiao, Françoise Beaufays, Giovanni Motta
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
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 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 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 — 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
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 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 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
Quantifying Differential Privacy in Continuous Data Release Under Temporal Correlations.
IEEE Trans. Knowl. Data Eng.
Yang Cao, Masatoshi Yoshikawa, Yonghui Xiao, Li Xiong
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
PriSTE: From Location Privacy to Spatiotemporal Event Privacy.
CoRR
Yang Cao, Yonghui Xiao, Li Xiong, Liquan Bai
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 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
2016 — conf
A Markov chain based pruning method for predictive range queries.
SIGSPATIAL/GIS
Xiaofeng Xu, Li Xiong, Vaidy S. Sunderam, Yonghui Xiao
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
Quantifying Differential Privacy under Temporal Correlations.
CoRR
Yang Cao, Masatoshi Yoshikawa, Yonghui Xiao, Li Xiong
2015 A* conf
Protecting Locations with Differential Privacy under Temporal Correlations.
CCS
Yonghui Xiao, 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
Dynamic Differential Privacy for Location based Applications.
CoRR
Yonghui Xiao, Li Xiong
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
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 J jnl
Online query answering with differential privacy: a utility-driven approach using Bayesian inference
CoRR
Yonghui Xiao, Li Xiong
2010 — conf
Differentially Private Data Release through Multidimensional Partitioning.
Secure Data Management
Yonghui Xiao, Li Xiong, Chun Yuan
1992 J jnl
An expert system for solvent extraction of rare earths.
J. Chem. Inf. Comput. Sci.
Lu Xu, Yonghui Xiao, Deqian Li
1991 J jnl
CIAC comprehensive information system of rare earths.
J. Chem. Inf. Comput. Sci.
Lu Xu, Guoquan Li, Shuyun Wang, Hong Lu, Huayun Wang, Chang-Yu Hu, Xuhong Jiang, Yonghui Xiao, Yunde Xiao, Xiangyu Lu