Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Lichao Sun

Subgraph Federated Learning with Missing Neighbor Generation


Jul 22, 2021
Ke Zhang, Carl Yang, Xiaoxiao Li, Lichao Sun, Siu Ming Yiu


  Access Paper or Ask Questions

Joint Embedding of Structural and Functional Brain Networks with Graph Neural Networks for Mental Illness Diagnosis


Jul 07, 2021
Yanqiao Zhu, Hejie Cui, Lifang He, Lichao Sun, Carl Yang

* Accepted to ICML 2021 Workshop on Computational Approaches to Mental Health 

  Access Paper or Ask Questions

Global Knowledge Distillation in Federated Learning


Jun 30, 2021
Wanning Pan, Lichao Sun


  Access Paper or Ask Questions

Graph Entropy Guided Node Embedding Dimension Selection for Graph Neural Networks


May 24, 2021
Gongxu Luo, Jianxin Li, Hao Peng, Carl Yang, Lichao Sun, Philip S. Yu, Lifang He

* Accept by IJCAI 2021 

  Access Paper or Ask Questions

Killing Two Birds with One Stone: Stealing Model and Inferring Attribute from BERT-based APIs


May 23, 2021
Lingjuan Lyu, Xuanli He, Fangzhao Wu, Lichao Sun

* paper under review 

  Access Paper or Ask Questions

Federated Multi-View Learning for Private Medical Data Integration and Analysis


May 04, 2021
Sicong Che, Hao Peng, Lichao Sun, Yong Chen, Lifang He

* 22 pages, 6 figures, journal 

  Access Paper or Ask Questions

User Preference-aware Fake News Detection


Apr 25, 2021
Yingtong Dou, Kai Shu, Congying Xia, Philip S. Yu, Lichao Sun

* Accepted by SIGIR'21. Code is available at https://github.com/safe-graph/GNN-FakeNews 

  Access Paper or Ask Questions

Membership Inference Attacks on Knowledge Graphs


Apr 16, 2021
Yu Wang, Lichao Sun

* Under submission 

  Access Paper or Ask Questions

Model Extraction and Adversarial Transferability, Your BERT is Vulnerable!


Mar 18, 2021
Xuanli He, Lingjuan Lyu, Qiongkai Xu, Lichao Sun

* accepted to NAACL2021 

  Access Paper or Ask Questions

Privacy-Preserving Federated Depression Detection from Multi-Source Mobile Health Data


Mar 07, 2021
Xiaohang Xu, Hao Peng, Lichao Sun, Md Zakirul Alam Bhuiyan, Lianzhong Liu, Lifang He


  Access Paper or Ask Questions

Federated Depression Detection from Multi-SourceMobile Health Data


Feb 06, 2021
Xiaohang Xu, Hao Peng, Lichao Sun, Yan Niu, Hongyuan Ma, Lianzhong Liu, Lifang He


  Access Paper or Ask Questions

Privacy and Robustness in Federated Learning: Attacks and Defenses


Dec 07, 2020
Lingjuan Lyu, Han Yu, Xingjun Ma, Lichao Sun, Jun Zhao, Qiang Yang, Philip S. Yu

* arXiv admin note: text overlap with arXiv:2003.02133; text overlap with arXiv:1911.11815 by other authors 

  Access Paper or Ask Questions

Mixup-Transfomer: Dynamic Data Augmentation for NLP Tasks


Oct 05, 2020
Lichao Sun, Congying Xia, Wenpeng Yin, Tingting Liang, Philip S. Yu, Lifang He

* Accepted by COLING 2020 

  Access Paper or Ask Questions

Federated Model Distillation with Noise-Free Differential Privacy


Sep 11, 2020
Lichao Sun, Lingjuan Lyu

* under submission 

  Access Paper or Ask Questions

A Survey on Text Classification: From Shallow to Deep Learning


Aug 04, 2020
Qian Li, Hao Peng, Jianxin Li, Congyin Xia, Renyu Yang, Lichao Sun, Philip S. Yu, Lifang He


  Access Paper or Ask Questions

A Text Classification Survey: From Shallow to Deep Learning


Aug 02, 2020
Qian Li, Hao Peng, Jianxin Li, Congyin Xia, Renyu Yang, Lichao Sun, Philip S. Yu, Lifang He


  Access Paper or Ask Questions

LDP-FL: Practical Private Aggregation in Federated Learning with Local Differential Privacy


Jul 31, 2020
Lichao Sun, Jianwei Qian, Xun Chen, Philip S. Yu


  Access Paper or Ask Questions

Natural Backdoor Attack on Text Data


Jun 30, 2020
Lichao Sun

* The paper contains many issues yet. We will update the formal version once all issues are fixed 

  Access Paper or Ask Questions

Secure Network Release with Link Privacy


May 16, 2020
Carl Yang, Haonan Wang, Lichao Sun, Bo Li

* Preprint. Under review 

  Access Paper or Ask Questions

Differentially Private Deep Learning with Smooth Sensitivity


Mar 01, 2020
Lichao Sun, Yingbo Zhou, Philip S. Yu, Caiming Xiong


  Access Paper or Ask Questions

Adv-BERT: BERT is not robust on misspellings! Generating nature adversarial samples on BERT


Feb 27, 2020
Lichao Sun, Kazuma Hashimoto, Wenpeng Yin, Akari Asai, Jia Li, Philip Yu, Caiming Xiong


  Access Paper or Ask Questions

Private Deep Learning with Teacher Ensembles


Jun 05, 2019
Lichao Sun, Yingbo Zhou, Ji Wang, Jia Li, Richard Sochar, Philip S. Yu, Caiming Xiong


  Access Paper or Ask Questions

Adversarial Attack and Defense on Graph Data: A Survey


Dec 26, 2018
Lichao Sun, Ji Wang, Philip S. Yu, Bo Li


  Access Paper or Ask Questions

Private Model Compression via Knowledge Distillation


Nov 13, 2018
Ji Wang, Weidong Bao, Lichao Sun, Xiaomin Zhu, Bokai Cao, Philip S. Yu

* Conference version accepted by AAAI'19 

  Access Paper or Ask Questions

Joint Embedding of Meta-Path and Meta-Graph for Heterogeneous Information Networks


Sep 11, 2018
Lichao Sun, Lifang He, Zhipeng Huang, Bokai Cao, Congying Xia, Xiaokai Wei, Philip S. Yu

* accepted by ICBK 18 

  Access Paper or Ask Questions