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Lichao Sun

Lehigh University

Structure-Preserving Graph Kernel for Brain Network Classification


Nov 21, 2021
Zhaomin Kong, Aditya Kendre, Jun Yu, Hao Peng, Carl Yang, Lichao Sun, Alex Leow, Lifang He


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Query and Extract: Refining Event Extraction as Type-oriented Binary Decoding


Oct 14, 2021
Sijia Wang, Mo Yu, Shiyu Chang, Lichao Sun, Lifu Huang


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DoubleStar: Long-Range Attack Towards Depth Estimation based Obstacle Avoidance in Autonomous Systems


Oct 07, 2021
Ce Zhou, Qiben Yan, Yan Shi, Lichao Sun


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Source Inference Attacks in Federated Learning


Sep 13, 2021
Hongsheng Hu, Zoran Salcic, Lichao Sun, Gillian Dobbie, Xuyun Zhang

* This paper has been accepted by ICDM 2021 

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How to Inject Backdoors with Better Consistency: Logit Anchoring on Clean Data


Sep 03, 2021
Zhiyuan Zhang, Lingjuan Lyu, Weiqiang Wang, Lichao Sun, Xu Sun


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DSKReG: Differentiable Sampling on Knowledge Graph for Recommendation with Relational GNN


Aug 26, 2021
Yu Wang, Zhiwei Liu, Ziwei Fan, Lichao Sun, Philip S. Yu

* Accepted by CIKM 2021 

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Multiplex Graph Networks for Multimodal Brain Network Analysis


Jul 31, 2021
Zhaoming Kong, Lichao Sun, Hao Peng, Liang Zhan, Yong Chen, Lifang He


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Subgraph Federated Learning with Missing Neighbor Generation


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


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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 

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Global Knowledge Distillation in Federated Learning


Jun 30, 2021
Wanning Pan, Lichao Sun


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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 

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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 

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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 

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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 

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Membership Inference Attacks on Knowledge Graphs


Apr 16, 2021
Yu Wang, Lichao Sun

* Under submission 

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Model Extraction and Adversarial Transferability, Your BERT is Vulnerable!


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

* accepted to NAACL2021 

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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


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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


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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 

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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 

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Federated Model Distillation with Noise-Free Differential Privacy


Sep 11, 2020
Lichao Sun, Lingjuan Lyu

* under submission 

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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


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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


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


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


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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 

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Secure Network Release with Link Privacy


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

* Preprint. Under review 

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