​
Login / Signup
Xiao Yu
Publication Activity (10 Years)
Years Active: 2009-2024
Publications (10 Years): 16
Top Topics
Malware Detection
Graph Matching
Deep Learning
Heterogeneous Information Networks
Top Venues
CoRR
WSDM
USENIX Security Symposium
NDSS
</>
Publications
</>
Kunal Mukherjee
,
Joshua Wiedemeier
,
Qi Wang
,
Junpei Kamimura
,
Junghwan John Rhee
,
James Wei
,
Zhichun Li
,
Xiao Yu
,
Lu-An Tang
,
Jiaping Gui
,
Kangkook Jee
ProvIoT : Detecting Stealthy Attacks in IoT through Federated Edge-Cloud Security.
ACNS (3)
(2024)
Yufei Li
,
Xiao Yu
,
Yanghong Guo
,
Yanchi Liu
,
Haifeng Chen
,
Cong Liu
Distantly-Supervised Joint Extraction with Noise-Robust Learning.
ACL (Findings)
(2024)
Yufei Li
,
Xiao Yu
,
Yanchi Liu
,
Haifeng Chen
,
Cong Liu
Uncertainty-Aware Bootstrap Learning for Joint Extraction on Distantly-Supervised Data.
ACL (2)
(2023)
Yufei Li
,
Xiao Yu
,
Yanghong Guo
,
Yanchi Liu
,
Haifeng Chen
,
Cong Liu
Distantly-Supervised Joint Entity and Relation Extraction with Noise-Robust Learning.
CoRR
(2023)
Yufei Li
,
Xiao Yu
,
Yanchi Liu
,
Haifeng Chen
,
Cong Liu
Uncertainty-Aware Bootstrap Learning for Joint Extraction on Distantly-Supervised Data.
CoRR
(2023)
Peng Fei
,
Zhou Li
,
Zhiying Wang
,
Xiao Yu
,
Ding Li
,
Kangkook Jee
SEAL: Storage-efficient Causality Analysis on Enterprise Logs with Query-friendly Compression.
USENIX Security Symposium
(2021)
Xueyuan Han
,
Xiao Yu
,
Thomas F. J.-M. Pasquier
,
Ding Li
,
Junghwan Rhee
,
James W. Mickens
,
Margo I. Seltzer
,
Haifeng Chen
SIGL: Securing Software Installations Through Deep Graph Learning.
USENIX Security Symposium
(2021)
Wajih Ul Hassan
,
Ding Li
,
Kangkook Jee
,
Xiao Yu
,
Kexuan Zou
,
Dawei Wang
,
Zhengzhang Chen
,
Zhichun Li
,
Junghwan Rhee
,
Jiaping Gui
,
Adam Bates
This is Why We Can't Cache Nice Things: Lightning-Fast Threat Hunting using Suspicion-Based Hierarchical Storage.
ACSAC
(2020)
Kyungtae Kim
,
Chung Hwan Kim
,
Junghwan John Rhee
,
Xiao Yu
,
Haifeng Chen
,
Dave (Jing) Tian
,
Byoungyoung Lee
Vessels: efficient and scalable deep learning prediction on trusted processors.
SoCC
(2020)
Qi Wang
,
Wajih Ul Hassan
,
Ding Li
,
Kangkook Jee
,
Xiao Yu
,
Kexuan Zou
,
Junghwan Rhee
,
Zhengzhang Chen
,
Wei Cheng
,
Carl A. Gunter
,
Haifeng Chen
You Are What You Do: Hunting Stealthy Malware via Data Provenance Analysis.
NDSS
(2020)
Jiaping Gui
,
Zhengzhang Chen
,
Xiao Yu
,
Cristian Lumezanu
,
Haifeng Chen
Anomaly Detection on Web-User Behaviors Through Deep Learning.
SecureComm (1)
(2020)
Xueyuan Han
,
Xiao Yu
,
Thomas F. J.-M. Pasquier
,
Ding Li
,
Junghwan Rhee
,
James Mickens
,
Margo I. Seltzer
,
Haifeng Chen
SIGL: Securing Software Installations Through Deep Graph Learning.
CoRR
(2020)
Shen Wang
,
Zhengzhang Chen
,
Jingchao Ni
,
Xiao Yu
,
Zhichun Li
,
Haifeng Chen
,
Philip S. Yu
Adversarial Defense Framework for Graph Neural Network.
CoRR
(2019)
Shen Wang
,
Zhengzhang Chen
,
Xiao Yu
,
Ding Li
,
Jingchao Ni
,
Lu-An Tang
,
Jiaping Gui
,
Zhichun Li
,
Haifeng Chen
,
Philip S. Yu
Heterogeneous Graph Matching Networks for Unknown Malware Detection.
IJCAI
(2019)
Lidan Wang
,
Xiao Yu
,
Fangbo Tao
A Community-Enhanced Retrieval Model for Text-Rich Heterogeneous Information Networks.
ICDM Workshops
(2019)
Shen Wang
,
Zhengzhang Chen
,
Xiao Yu
,
Ding Li
,
Jingchao Ni
,
Lu-An Tang
,
Jiaping Gui
,
Zhichun Li
,
Haifeng Chen
,
Philip S. Yu
Heterogeneous Graph Matching Networks.
CoRR
(2019)
Lu-An Tang
,
Xiao Yu
,
Quanquan Gu
,
Jiawei Han
,
Guofei Jiang
,
Alice Leung
,
Thomas La Porta
A Framework of Mining Trajectories from Untrustworthy Data in Cyber-Physical System.
ACM Trans. Knowl. Discov. Data
9 (3) (2015)
Chang Wan
,
Xiang Li
,
Ben Kao
,
Xiao Yu
,
Quanquan Gu
,
David Wai-Lok Cheung
,
Jiawei Han
Classification with Active Learning and Meta-Paths in Heterogeneous Information Networks.
CIKM
(2015)
Xiao Yu
,
Xiang Ren
,
Yizhou Sun
,
Quanquan Gu
,
Bradley Sturt
,
Urvashi Khandelwal
,
Brandon Norick
,
Jiawei Han
Personalized entity recommendation: a heterogeneous information network approach.
WSDM
(2014)
Xiang Ren
,
Yujing Wang
,
Xiao Yu
,
Jun Yan
,
Zheng Chen
,
Jiawei Han
Heterogeneous graph-based intent learning with queries, web pages and Wikipedia concepts.
WSDM
(2014)
Xiao Yu
,
Hao Ma
,
Bo-June Paul Hsu
,
Jiawei Han
On building entity recommender systems using user click log and freebase knowledge.
WSDM
(2014)
Xiang Ren
,
Jialu Liu
,
Xiao Yu
,
Urvashi Khandelwal
,
Quanquan Gu
,
Lidan Wang
,
Jiawei Han
ClusCite: effective citation recommendation by information network-based clustering.
KDD
(2014)
Fangbo Tao
,
Xiao Yu
,
Kin Hou Lei
,
George Brova
,
Xiao Cheng
,
Jiawei Han
,
Rucha Kanade
,
Yizhou Sun
,
Chi Wang
,
Lidan Wang
,
Tim Weninger
Research-insight: providing insight on research by publication network analysis.
SIGMOD Conference
(2013)
Lu-An Tang
,
Xiao Yu
,
Quanquan Gu
,
Jiawei Han
,
Alice Leung
,
Thomas La Porta
Mining lines in the sand: on trajectory discovery from untrustworthy data in cyber-physical system.
KDD
(2013)
Yizhou Sun
,
Brandon Norick
,
Jiawei Han
,
Xifeng Yan
,
Philip S. Yu
,
Xiao Yu
PathSelClus: Integrating Meta-Path Selection with User-Guided Object Clustering in Heterogeneous Information Networks.
ACM Trans. Knowl. Discov. Data
7 (3) (2013)
Lu-An Tang
,
Xiao Yu
,
Sangkyum Kim
,
Quanquan Gu
,
Jiawei Han
,
Alice Leung
,
Thomas La Porta
Trustworthiness analysis of sensor data in cyber-physical systems.
J. Comput. Syst. Sci.
79 (3) (2013)
Xiao Yu
,
Xiang Ren
,
Yizhou Sun
,
Bradley Sturt
,
Urvashi Khandelwal
,
Quanquan Gu
,
Brandon Norick
,
Jiawei Han
Recommendation in heterogeneous information networks with implicit user feedback.
RecSys
(2013)
Chi Wang
,
Xiao Yu
,
Yanen Li
,
Chengxiang Zhai
,
Jiawei Han
Content coverage maximization on word networks for hierarchical topic summarization.
CIKM
(2013)
Lu-An Tang
,
Quanquan Gu
,
Xiao Yu
,
Jiawei Han
,
Thomas La Porta
,
Alice Leung
,
Tarek F. Abdelzaher
,
Lance M. Kaplan
IntruMine: Mining Intruders in Untrustworthy Data of Cyber-physical Systems.
SDM
(2012)
Yizhou Sun
,
Brandon Norick
,
Jiawei Han
,
Xifeng Yan
,
Philip S. Yu
,
Xiao Yu
Integrating meta-path selection with user-guided object clustering in heterogeneous information networks.
KDD
(2012)
Lu-An Tang
,
Xiao Yu
,
Sangkyum Kim
,
Jiawei Han
,
Wen-Chih Peng
,
Yizhou Sun
,
Alice Leung
,
Thomas La Porta
Multidimensional Sensor Data Analysis in Cyber-Physical System: An Atypical Cube Approach.
Int. J. Distributed Sens. Networks
8 (2012)
Xiao Yu
,
Yizhou Sun
,
Brandon Norick
,
Tiancheng Mao
,
Jiawei Han
User guided entity similarity search using meta-path selection in heterogeneous information networks.
CIKM
(2012)
Xiao Yu
,
Quanquan Gu
,
Mianwei Zhou
,
Jiawei Han
Citation Prediction in Heterogeneous Bibliographic Networks.
SDM
(2012)
Xiao Yu
,
Yizhou Sun
,
Peixiang Zhao
,
Jiawei Han
Query-driven discovery of semantically similar substructures in heterogeneous networks.
KDD
(2012)
Lu-An Tang
,
Xiao Yu
,
Sangkyum Kim
,
Jiawei Han
,
Wen-Chih Peng
,
Yizhou Sun
,
Hector Gonzalez
,
Sebastian Seith
Multidimensional Analysis of Atypical Events in Cyber-Physical Data.
ICDE
(2012)
Xin Jin
,
Chi Wang
,
Jiebo Luo
,
Xiao Yu
,
Jiawei Han
LikeMiner: a system for mining the power of 'like' in social media networks.
KDD
(2011)
Xiao Yu
,
Ang Pan
,
Lu-An Tang
,
Zhenhui Li
,
Jiawei Han
Geo-Friends Recommendation in GPS-based Cyber-physical Social Network.
ASONAM
(2011)
Tim Weninger
,
Marina Danilevsky
,
Fabio Fumarola
,
Joshua M. Hailpern
,
Jiawei Han
,
Thomas J. Johnston
,
Surya Kallumadi
,
Hyungsul Kim
,
Zhijin Li
,
David McCloskey
,
Yizhou Sun
,
Nathan E. TeGrotenhuis
,
Chi Wang
,
Xiao Yu
WINACS: construction and analysis of web-based computer science information networks.
SIGMOD Conference
(2011)
Lu-An Tang
,
Yu Zheng
,
Xing Xie
,
Jing Yuan
,
Xiao Yu
,
Jiawei Han
Retrieving k-Nearest Neighboring Trajectories by a Set of Point Locations.
SSTD
(2011)
Lu-An Tang
,
Xiao Yu
,
Sangkyum Kim
,
Jiawei Han
,
Chih-Chieh Hung
,
Wen-Chih Peng
Tru-Alarm: Trustworthiness Analysis of Sensor Networks in Cyber-Physical Systems.
ICDM
(2010)
Xiao Yu
,
Lu An Tang
,
Jiawei Han
Filtering and Refinement: A Two-Stage Approach for Efficient and Effective Anomaly Detection.
ICDM
(2009)