Xiao Yu

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 16

Top Topics

Malware Detection

Heterogeneous Information Networks

Top Venues

USENIX Security Symposium

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)